This document provides a literature review and analysis of existing methods for evaluating and selecting third-party logistics (3PL) providers. It analyzes 50 academic articles on 3PL selection methods published between 1997-2008. The majority of methods considered a mixed qualitative and quantitative approach, using criteria like quality, cost, and services to evaluate candidates. The document categorizes the methods as qualitative, quantitative, or mixed. Most used a mixed method, with some initial quantitative screening followed by qualitative analysis from an expert team. The literature review aims to provide a reference on current 3PL selection research and the characteristics of different evaluation methods.
A NALYSIS O F S UPPLIERâS P ERFORMANCE T HROUGH F PIR /F NIR A ND M EM...csandit
Â
In todayâs highly competitive business environment,
evaluation of suppliers is the prime function
of the purchasing department of the organization. I
t is due to the fact that high percentage of the
material cost for manufacturing of a product is inv
olved. Identification of decision criteria and
methods for supplier evaluation are appearing to be
the important research area in the
literature. In this paper, hybrid methodology of Fu
zzy positive Ideal rating /Fuzzy Negative
Ideal rating and Membership Degree Transformation-
M (1, 2, 3) is proposed for evaluation of
supplierâs performance. A wide literature review is
made and six selection criteria namely:
Cost, Quality, Service, Business performance, Techn
ical Capability and Delivery performance
are considered for evaluation. A detailed applicati
on of the proposed methodology is illustrated.
The proposed methodology is useful not only to judg
e the overall performance of the supplier
but also to know which criteria/sub-criteria need t
o be improved
Supplier Selection and Order Allocation Models in Supply Chain Management: A ...IJERA Editor
Â
Supplier selection decisions are an important component of production and logistics management for many
firms. Such decisions entail the selection of individual suppliers to employ and the determination of order
quantities to be placed with the selected suppliers. This paper reviews supplier selection and order allocation
models based on an extensive search in the literature (170 paper during 2000-2016) and tries to show their
contribution to supply chain management. After discussing different methods and their applications, the most
prevalently used approaches and criteria are presented. In the second step, different attributes of these papers are
defined and finally issues for future research are recommended
Relationships among Supplier Selection Criteria using Interpretive Structural...inventionjournals
Â
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
Selection of Best Supplier in Furniture Manufacturing Company by Using Analyt...IJERA Editor
Â
The selection of supplier is one of the most critical decisions in the design and development of a successful production environment. In this study, a user friendly decision support system is proposed for supplier selection. This system guides the decision maker in selecting proper supplier via effective algorithms, such as the Analytic Hierarchy process (AHP) Cost analysis helps the user evaluate the results based on economical considerations. Selection of supplier is a time consuming process which needs extensive data exploitation. The process of supplier selection is a multi- criteria decision-making problem with conflicting and diverse objectives. In this work a systematic methodology is presented under the consideration of multiple factors and objectives that are witnessed to be crucial to the construction process. The model includes building an analytic hierarchy structure with a tree of hierarchical criteria and alternatives to ease the decision-making.
Methodology of thesis 'research barriers in the implementation of reverse log...Irfan iftekhar
Â
These are the barriers in the implementation of reverse logistics due to lack of interest and âknowledge of top decision makers of the organizations. Besides when an entity's organizational âcapabilities are strong, it can progress smoothly, but when they are weak it can find it difficult to âget the job done, making errors due to underestimating the problems. An organization's capability âis its ability which can win over the barriers in the implementation of RL practices. This consists âof the strategy of a company, its strategic plans, its commitment, employees' hiring and skills âdevelopment, a working system of performance appraisal and supporting programs. â
Study to investigate which analysis is the best equipped to understand how co...Charm Rammandala
Â
The purpose of this study is to identify the best method of analysis to deploy to understand how consumers develop preferences for products or services using combination of different attributes.
After conducting a detailed literature review, it was proven that conjoint analysis is the best method to associate for the type of research needed to be carry-out. This study take an in-depth look in to the conjoint analysis method to understand how it use to achieve the intended results
A NALYSIS O F S UPPLIERâS P ERFORMANCE T HROUGH F PIR /F NIR A ND M EM...csandit
Â
In todayâs highly competitive business environment,
evaluation of suppliers is the prime function
of the purchasing department of the organization. I
t is due to the fact that high percentage of the
material cost for manufacturing of a product is inv
olved. Identification of decision criteria and
methods for supplier evaluation are appearing to be
the important research area in the
literature. In this paper, hybrid methodology of Fu
zzy positive Ideal rating /Fuzzy Negative
Ideal rating and Membership Degree Transformation-
M (1, 2, 3) is proposed for evaluation of
supplierâs performance. A wide literature review is
made and six selection criteria namely:
Cost, Quality, Service, Business performance, Techn
ical Capability and Delivery performance
are considered for evaluation. A detailed applicati
on of the proposed methodology is illustrated.
The proposed methodology is useful not only to judg
e the overall performance of the supplier
but also to know which criteria/sub-criteria need t
o be improved
Supplier Selection and Order Allocation Models in Supply Chain Management: A ...IJERA Editor
Â
Supplier selection decisions are an important component of production and logistics management for many
firms. Such decisions entail the selection of individual suppliers to employ and the determination of order
quantities to be placed with the selected suppliers. This paper reviews supplier selection and order allocation
models based on an extensive search in the literature (170 paper during 2000-2016) and tries to show their
contribution to supply chain management. After discussing different methods and their applications, the most
prevalently used approaches and criteria are presented. In the second step, different attributes of these papers are
defined and finally issues for future research are recommended
Relationships among Supplier Selection Criteria using Interpretive Structural...inventionjournals
Â
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
Selection of Best Supplier in Furniture Manufacturing Company by Using Analyt...IJERA Editor
Â
The selection of supplier is one of the most critical decisions in the design and development of a successful production environment. In this study, a user friendly decision support system is proposed for supplier selection. This system guides the decision maker in selecting proper supplier via effective algorithms, such as the Analytic Hierarchy process (AHP) Cost analysis helps the user evaluate the results based on economical considerations. Selection of supplier is a time consuming process which needs extensive data exploitation. The process of supplier selection is a multi- criteria decision-making problem with conflicting and diverse objectives. In this work a systematic methodology is presented under the consideration of multiple factors and objectives that are witnessed to be crucial to the construction process. The model includes building an analytic hierarchy structure with a tree of hierarchical criteria and alternatives to ease the decision-making.
Methodology of thesis 'research barriers in the implementation of reverse log...Irfan iftekhar
Â
These are the barriers in the implementation of reverse logistics due to lack of interest and âknowledge of top decision makers of the organizations. Besides when an entity's organizational âcapabilities are strong, it can progress smoothly, but when they are weak it can find it difficult to âget the job done, making errors due to underestimating the problems. An organization's capability âis its ability which can win over the barriers in the implementation of RL practices. This consists âof the strategy of a company, its strategic plans, its commitment, employees' hiring and skills âdevelopment, a working system of performance appraisal and supporting programs. â
Study to investigate which analysis is the best equipped to understand how co...Charm Rammandala
Â
The purpose of this study is to identify the best method of analysis to deploy to understand how consumers develop preferences for products or services using combination of different attributes.
After conducting a detailed literature review, it was proven that conjoint analysis is the best method to associate for the type of research needed to be carry-out. This study take an in-depth look in to the conjoint analysis method to understand how it use to achieve the intended results
Efficiency of Womenâs Technical Institutions By Using Bcc Model Through Dea A...IOSR Journals
Â
This paper conducts an application of the DEA Methodology in the assessment of the performance of JNTUH Colleges the indicators included the Faculty, Students, Infrastructure and Placements of the technical Institutions. The results reveal those institutions that more efficiently carry out these activities. The proposed method has been used for selection of quality attributes in technical education setting the performance of an institute is likely to be influenced by quality of teacher, quality of students, infrastructure administration, extent of training and placement and many others. It is felt that quality and performance evaluation is necessary not only for appraisal but it is also required to improve overall service quality. Finally we discuss about the existence of differences in the strengths and weaknesses between the technical institutions.
A new fuzzy dematel todim hybrid method for evaluation criteria of knowledge ...ijmvsc
Â
Knowledge management (KM) adoption in the supply chain network needs a good investment as well as
few changes in the culture of the entire SC. Knowledge management is the process of creating,
distributing and transferring information. The goal of this study is to Rank KM criteria in supply chain
network in Iran which is important for firms these days. Criterion used in this paper were extracted from
the literature review and were confirmed by supply chain experts. The proposed approach for ranking and
finding out about these criterion is hybrid fuzzy DEMATEL-TODIM, with using fuzzy number as data for
our studies we could avoid uncertainty. The data was gathered from PhD. And Ms. Students in industrial
engineering of Kharrazmi university of Tehran and PhD. And Ms. Students of the management department
of Semnan university. A new hybrid approach was used for achieving the results of this study. This new
hybrid approach ranks data criteria respect to each other, then by using TODIM for ranking respect to
the best situation (gains), the rates of criterion were determined which is a very important advantage.
Most original equipment manufacturers (OEMs) are strategically involved in supplier base rationalization and increased consciousness of sustainable development. This reinforces need for accurately considering sustainability in supplier selection to improve organizational
performance. In real industrial case, problems are unavoidable and pose huge challenge to
accurately incorporate sustainability factors into supplier selection. Such problems include
imprecise data, ambiguity of human judgment, uncertainty among sustainability factors and the
need to capture all subjective and objective criteria
DEA-Based Benchmarking Models In Supply Chain Management: An Application-Orie...ertekg
Â
Download Link > https://ertekprojects.com/gurdal-ertek-publications/blog/data-envelopment-analysis/
Data Envelopment Analysis (DEA) is a mathematical methodology for benchmarking a group of entities in a group. The inputs of a DEA model are the resources that the entity consumes, and the outputs of the outputs are the desired outcomes generated by the entity, by using the inputs. DEA returns important benchmarking metrics, including efficiency score, reference set, and projections. While DEA has been extensively applied in supply chain management (SCM) as well as a diverse range of other fields, it is not clear what has been done in the literature in the past, especially given the domain, the model details, and the country of application. Also, it is not clear what would be an acceptable number of DMUs in comparison to existing research. This paper follows a recipe-based approach, listing the main characteristics of the DEA models for supply chain management. This way, practitioners in the field can build their own models without having to perform detailed literature search. Further guidelines are also provided in the paper for practitioners, regarding the application of DEA in SCM benchmarking.
The Simulation of the Supply Chain in an Investment Company by Genetic Algori...Mohammad Ali Arjamfekr
Â
Nowadays, the supply chain is considered as the most effective element among the economic and manufacturing enterprises and the reason of its foundation is the increase of the pressures by the customer demands on high quality and quick service. Time management in the supply chain causes quick service and the enhancement of customersâ satisfaction level that is the most important component for managing waiting reduction time. After the selection of the suitable supplier, the amount of optimal order of each one of the suppliers must be obtained, implementing using the multi-objective planning models. Thus the purpose of this study is to investigate the simulation of the supply chain in an investment company by genetic algorithm and PSO. This work is done using the multi-objective model design, with the purposes of reducing existing costs in chain, as well as maximizing the purchased materialsâ quality from the suppliers.
SELECTION OF MATERIAL HANDLING EQUIPMENT FOR FLEXIBLE MANUFACTURING SYSTEM US...ijmech
Â
Material handling equipment plays an important role in the design and development of advance
manufacturing systems (AMS) like flexible manufacturing systems. Material handling equipments affects
the performance and productivity of these advance manufacturing systems. So it becomes very important to
select a right kind of equipment while designing the high end manufacturing systems like FMS. In this
paper an attempt has been made to select the most appropriate material handling equipment for the design
and development of FMS. The proposed model has been build on the basis of material handling attributes
and sub attributes which are critical for material handling equipment selection.
Multi-Population Methods with Adaptive Mutation for Multi-Modal Optimization ...ijscai
Â
This paper presents an efficient scheme to locate multiple peaks on multi-modal optimization problems by
using genetic algorithms (GAs). The premature convergence problem shows due to the loss of diversity,
the multi-population technique can be applied to maintain the diversity in the population and the
convergence capacity of GAs. The proposed scheme is the combination of multi-population with adaptive
mutation operator, which determines two different mutation probabilities for different sites of the
solutions. The probabilities are updated by the fitness and distribution of solutions in the search space
during the evolution process. The experimental results demonstrate the performance of the proposed
algorithm based on a set of benchmark problems in comparison with relevant algorithms.
Sustainable supplier selection: the effect of logistical collaboration on log...IJERA Editor
Â
This research assesses the effect of buyer-supplier collaboration on logistical performance by considering sustainable criteria. The paper presents the results of a survey with 124 respondents of the Brazilian organizations to understand the relationship among Third-Party Logistical (3PL), Consumer Packaged Goods (CPG) industry and Carriers. The results disclose that elements of logistical collaboration (interpersonal, tactical and strategic) exert positive influence in logistical performance (reliability, transport and risk). The interpersonal and strategic collaboration indices positively influence the reliability, which performs the highest-level performance index.
Practices and ideas of supply chain management evolve and change fast. Modern information
and communication, for instance. The study is based on SCM's analysis as a business and industry. This
study provides a comprehensive investigation of attitudes, practises and designs based on the categories.
In order to handle supply chain management, we are exploring particular questions about SCD
integration, the instrument for planning and control and communication. The following are the key
results. To what extent SCM strategy and controls are used to improve suppliers and customers. The key
probity of SCM is cost efficiency, volume as well as delivery speed. It is also considered as an essential
input to the selection process of supply chain partners, now businesses want us to speed up the SC
operation through technology usage
4313ijmvsc02A FUZZY AHP APPROACH FOR SUPPLIER SELECTION PROBLEM: A CASE STUDY...ijmvsc
Â
Supplier selection is one of the most important functions of a purchasing department. Since by deciding the best supplier, companies can save material costs and increase competitive advantage. However this decision becomes complicated in case of multiple suppliers, multiple conflicting criteria, and imprecise parameters. In addition the uncertainty and vagueness of the expertsâ opinion is the prominent characteristic of the problem. Therefore an extensively used multi criteria decision making tool Fuzzy AHP can be utilized as an approach for supplier selection problem. This paper reveals the application of Fuzzy AHP in a gear motor company determining the best supplier with respect to selected criteria. The contribution of this study is not only the application of the Fuzzy AHP methodology for supplier selection problem, but also releasing a comprehensive literature review of multi criteria decision making problems. In addition by stating the steps of Fuzzy AHP clearly and numerically, this study can be a guide of the methodology to be implemented to other multiple criteria decision making problems.
One of the most important issues concerning the designing a supply chain is selecting the supplier. Selecting proper suppliers is one of the most crucial activities of an organization towards the gradual improvement and a promotion in performance. This intricacy is because suppliers fulfil a part of customerâs expectancy and selecting among them is multi-criteria decision, which needs a systematic and organized approach without which this decision may lead to failure. The purpose of this research is proposing a new method for assessment and rating the suppliers. We have identified several evaluation criteria and attributes; the selection among them was by the Simple Multi-Attribute Rating Technique (SMART) method, then we have specified the connection and the influence of the criteria on each other by DEMATEL method. After that, suppliers were graded by using the Fuzzy Analytical Network Process (FANP) approach and the most efficient one was selected. The innovation of this research is combining the SMART method, DEMATEL method, and Analytical Network Process in Fuzzy state which lead to more exact and efficient results which is proposed for the first time by the researchers of this study.
Efficiency of Womenâs Technical Institutions By Using Bcc Model Through Dea A...IOSR Journals
Â
This paper conducts an application of the DEA Methodology in the assessment of the performance of JNTUH Colleges the indicators included the Faculty, Students, Infrastructure and Placements of the technical Institutions. The results reveal those institutions that more efficiently carry out these activities. The proposed method has been used for selection of quality attributes in technical education setting the performance of an institute is likely to be influenced by quality of teacher, quality of students, infrastructure administration, extent of training and placement and many others. It is felt that quality and performance evaluation is necessary not only for appraisal but it is also required to improve overall service quality. Finally we discuss about the existence of differences in the strengths and weaknesses between the technical institutions.
A new fuzzy dematel todim hybrid method for evaluation criteria of knowledge ...ijmvsc
Â
Knowledge management (KM) adoption in the supply chain network needs a good investment as well as
few changes in the culture of the entire SC. Knowledge management is the process of creating,
distributing and transferring information. The goal of this study is to Rank KM criteria in supply chain
network in Iran which is important for firms these days. Criterion used in this paper were extracted from
the literature review and were confirmed by supply chain experts. The proposed approach for ranking and
finding out about these criterion is hybrid fuzzy DEMATEL-TODIM, with using fuzzy number as data for
our studies we could avoid uncertainty. The data was gathered from PhD. And Ms. Students in industrial
engineering of Kharrazmi university of Tehran and PhD. And Ms. Students of the management department
of Semnan university. A new hybrid approach was used for achieving the results of this study. This new
hybrid approach ranks data criteria respect to each other, then by using TODIM for ranking respect to
the best situation (gains), the rates of criterion were determined which is a very important advantage.
Most original equipment manufacturers (OEMs) are strategically involved in supplier base rationalization and increased consciousness of sustainable development. This reinforces need for accurately considering sustainability in supplier selection to improve organizational
performance. In real industrial case, problems are unavoidable and pose huge challenge to
accurately incorporate sustainability factors into supplier selection. Such problems include
imprecise data, ambiguity of human judgment, uncertainty among sustainability factors and the
need to capture all subjective and objective criteria
DEA-Based Benchmarking Models In Supply Chain Management: An Application-Orie...ertekg
Â
Download Link > https://ertekprojects.com/gurdal-ertek-publications/blog/data-envelopment-analysis/
Data Envelopment Analysis (DEA) is a mathematical methodology for benchmarking a group of entities in a group. The inputs of a DEA model are the resources that the entity consumes, and the outputs of the outputs are the desired outcomes generated by the entity, by using the inputs. DEA returns important benchmarking metrics, including efficiency score, reference set, and projections. While DEA has been extensively applied in supply chain management (SCM) as well as a diverse range of other fields, it is not clear what has been done in the literature in the past, especially given the domain, the model details, and the country of application. Also, it is not clear what would be an acceptable number of DMUs in comparison to existing research. This paper follows a recipe-based approach, listing the main characteristics of the DEA models for supply chain management. This way, practitioners in the field can build their own models without having to perform detailed literature search. Further guidelines are also provided in the paper for practitioners, regarding the application of DEA in SCM benchmarking.
The Simulation of the Supply Chain in an Investment Company by Genetic Algori...Mohammad Ali Arjamfekr
Â
Nowadays, the supply chain is considered as the most effective element among the economic and manufacturing enterprises and the reason of its foundation is the increase of the pressures by the customer demands on high quality and quick service. Time management in the supply chain causes quick service and the enhancement of customersâ satisfaction level that is the most important component for managing waiting reduction time. After the selection of the suitable supplier, the amount of optimal order of each one of the suppliers must be obtained, implementing using the multi-objective planning models. Thus the purpose of this study is to investigate the simulation of the supply chain in an investment company by genetic algorithm and PSO. This work is done using the multi-objective model design, with the purposes of reducing existing costs in chain, as well as maximizing the purchased materialsâ quality from the suppliers.
SELECTION OF MATERIAL HANDLING EQUIPMENT FOR FLEXIBLE MANUFACTURING SYSTEM US...ijmech
Â
Material handling equipment plays an important role in the design and development of advance
manufacturing systems (AMS) like flexible manufacturing systems. Material handling equipments affects
the performance and productivity of these advance manufacturing systems. So it becomes very important to
select a right kind of equipment while designing the high end manufacturing systems like FMS. In this
paper an attempt has been made to select the most appropriate material handling equipment for the design
and development of FMS. The proposed model has been build on the basis of material handling attributes
and sub attributes which are critical for material handling equipment selection.
Multi-Population Methods with Adaptive Mutation for Multi-Modal Optimization ...ijscai
Â
This paper presents an efficient scheme to locate multiple peaks on multi-modal optimization problems by
using genetic algorithms (GAs). The premature convergence problem shows due to the loss of diversity,
the multi-population technique can be applied to maintain the diversity in the population and the
convergence capacity of GAs. The proposed scheme is the combination of multi-population with adaptive
mutation operator, which determines two different mutation probabilities for different sites of the
solutions. The probabilities are updated by the fitness and distribution of solutions in the search space
during the evolution process. The experimental results demonstrate the performance of the proposed
algorithm based on a set of benchmark problems in comparison with relevant algorithms.
Sustainable supplier selection: the effect of logistical collaboration on log...IJERA Editor
Â
This research assesses the effect of buyer-supplier collaboration on logistical performance by considering sustainable criteria. The paper presents the results of a survey with 124 respondents of the Brazilian organizations to understand the relationship among Third-Party Logistical (3PL), Consumer Packaged Goods (CPG) industry and Carriers. The results disclose that elements of logistical collaboration (interpersonal, tactical and strategic) exert positive influence in logistical performance (reliability, transport and risk). The interpersonal and strategic collaboration indices positively influence the reliability, which performs the highest-level performance index.
Practices and ideas of supply chain management evolve and change fast. Modern information
and communication, for instance. The study is based on SCM's analysis as a business and industry. This
study provides a comprehensive investigation of attitudes, practises and designs based on the categories.
In order to handle supply chain management, we are exploring particular questions about SCD
integration, the instrument for planning and control and communication. The following are the key
results. To what extent SCM strategy and controls are used to improve suppliers and customers. The key
probity of SCM is cost efficiency, volume as well as delivery speed. It is also considered as an essential
input to the selection process of supply chain partners, now businesses want us to speed up the SC
operation through technology usage
4313ijmvsc02A FUZZY AHP APPROACH FOR SUPPLIER SELECTION PROBLEM: A CASE STUDY...ijmvsc
Â
Supplier selection is one of the most important functions of a purchasing department. Since by deciding the best supplier, companies can save material costs and increase competitive advantage. However this decision becomes complicated in case of multiple suppliers, multiple conflicting criteria, and imprecise parameters. In addition the uncertainty and vagueness of the expertsâ opinion is the prominent characteristic of the problem. Therefore an extensively used multi criteria decision making tool Fuzzy AHP can be utilized as an approach for supplier selection problem. This paper reveals the application of Fuzzy AHP in a gear motor company determining the best supplier with respect to selected criteria. The contribution of this study is not only the application of the Fuzzy AHP methodology for supplier selection problem, but also releasing a comprehensive literature review of multi criteria decision making problems. In addition by stating the steps of Fuzzy AHP clearly and numerically, this study can be a guide of the methodology to be implemented to other multiple criteria decision making problems.
One of the most important issues concerning the designing a supply chain is selecting the supplier. Selecting proper suppliers is one of the most crucial activities of an organization towards the gradual improvement and a promotion in performance. This intricacy is because suppliers fulfil a part of customerâs expectancy and selecting among them is multi-criteria decision, which needs a systematic and organized approach without which this decision may lead to failure. The purpose of this research is proposing a new method for assessment and rating the suppliers. We have identified several evaluation criteria and attributes; the selection among them was by the Simple Multi-Attribute Rating Technique (SMART) method, then we have specified the connection and the influence of the criteria on each other by DEMATEL method. After that, suppliers were graded by using the Fuzzy Analytical Network Process (FANP) approach and the most efficient one was selected. The innovation of this research is combining the SMART method, DEMATEL method, and Analytical Network Process in Fuzzy state which lead to more exact and efficient results which is proposed for the first time by the researchers of this study.
The selection of third party logistics (TPL) providers is an important issue for enterprises to
outsource their logistics business. In this paper we propose a comprehensive evaluation model for TPL
suppliers based on AHP method. Furthermore, we Base on the evaluation index system including logistics cost,
the logistics operation efficiency and the basic qualities of service. The efficiency and application of the
proposed approach has been illustrated with a case study in Emergency Department of Sfax hospital
SUPPLIER SELECTION AND EVALUATION â AN INTEGRATED APPROACH OF QFD & AHPIJESM JOURNAL
Â
In current scenario strong competitive pressure forces several organizations to available their products and services, cheaper, faster and improved than the rivals to their valuable customer. Managers have come to comprehend that they cannot do it individually without suitable vendors. Supply Chain Management empower the flows of material, information and funds in a association consisting of customers, suppliers, manufacturers and distributors, which beings raw materials, maintain by internal operations complete with distribution of finished goods. In the continually changing world, assortment of appropriate vender is facilitating in supply chain management, selection of right vendor is extremely useful part of purchasing department. This paper seeks to propose a methodology to integrate the Analytical Hierarchy Process (AHP) for right supplier selection and evaluation and Quality Function Deployment (QFD) analysis to enhance the effectiveness of outsourcing decisions. A selection that combines the subjective factors and objective factors and attitude of the decision maker decide the best supplier in the supply chain management system. The proposed integrated model could be used for supplier selection, which involves several quantitative and qualitative factors. Also could be used to determining the optimum order quantity. The propose method is a group decision making approach which shadows the traditional approaches of supplier selection.
FGIC2019FGIC 2nd Conference on Governance and Integrity 2019ChereCheek752
Â
FGIC2019
FGIC 2nd Conference on Governance and Integrity 2019
Volume 2019
Conference Paper
An Analytic Hierarchy Process Approach in
Decision-Making for Material Selection in an
Automotive Company: A Case Study
Cheng Jack Kie, Ahmed Khalif Hassan, Norhana Mohd Aripin, and Rafiuddin
Mohd Yunus
Faculty of Industrial Management, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300
Gambang, Kuantan, Pahang
Abstract
This study is an approach to investigate and to choose the suitable material for the
fabrication of tools trolley to ensure the good quality of the product. The project team
of an automotive manufacturing company is planning to fabricate 100 sets of tools
trolley in the assembly shop. This study was developed to describe an approach based
on Analytic Hierarchy Process (AHP) that can assist decision-makers and continuous
improvement engineers in determining the most suitable material to be employed in
fabrication process at the early stage of the product development to reduce the cost.
The selected main criteria are Material Strength, Material Cost, Procurement Lead Time
and Duration of Fabrication Process while the four materials that will be considered in
this study are Aluminium, Steel Tube, and Square Tube. Finally, the results show that
Square Tube is recommended as the most suitable material for the in-house tools for
trolley fabrication.
Keywords: analytic hierarchy process, decision-making, continuous improvement,
fabrication process.
1. Introduction
Material process selection is a method to determine the most suitable material to
fabricate a product. Many researchers have agreed on the importance of material
selection process, especially during the early stage of the product development phase.
Determining the most suitable and appropriate material in the early stage can avoid
additional cost if changes are needed to be carried out after the early stage of the
product development process (Ravisankar, Balasubramanian & Muralidharan, 2004).
However, it is a difficult task with a complex decision because various factors have to
be considered during the process.
Analytic Hierarchy Process (AHP) is a tool that can be used at the conceptual
design stage in the product development process (Hambali et al., 2010; Subramanian &
How to cite this article: Cheng Jack Kie, Ahmed Khalif Hassan, Norhana Mohd Aripin, and Rafiuddin Mohd Yunus, (2019), âAn Analytic Hierarchy
Process Approach in Decision-Making for Material Selection in an Automotive Company: A Case Studyâ in FGIC 2nd Conference on Governance
and Integrity 2019, KnE Social Sciences, pages 472â484. DOI 10.18502/kss.v3i22.5067
Page 472
Corresponding Author:
Cheng Jack Kie
[email protected]
Received: 5 August 2019
Accepted: 14 August 2019
Published: 18 August 2019
Publishing services provided by
Knowledge E
Cheng Jack Kie et al. This
article is distributed under the
terms of the Creative Commons
Attribution License, which
permits unrestricted use and
redistribu ...
MCDM Techniques for the Selection of Material Handling Equipment in the Autom...IJMER
Â
Abstract: Material Handling Equipments are utilized in different shops of an automobile industry.
For culling congruous Material Handling Equipment, it is felt that some Multi Criteria Decision
Making Methods must be used due to their ability of converting an intricate quandary to a paired
comparison. These methods are predicated on some relative Criteria and Sub-criteria. Certain
methods such as; Analytic Hierarchy Process (AHP), Fuzzy Analytic Hierarchy Process (FAHP), and
Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) Method have to be utilized
for solving the quandary of Material Handling Equipment cull in different shops of automobile
industry. For solving these quandaries, some criteria (Material, Move, and Method) are culled.
The main conclusions drawn from this study are that, Method criteria is more consequential for
culling Material Handling Equipment, and Conveyor System is more efficient and precise Equipment
for Handling the Material in shop floor of any automobile industry. The focus of this research is in
the area of Cull of Material Handling Equipment in automobile industry. Cull of congruous Material
Handling Equipment is very paramount for reducing manufacturing cycle time, and cost of
manufacturing.
A BENCHMARK MODEL FOR INTERNAL ASSESSMENT OF INDUSTRY USING FUZZY TOPSIS APPR...ijmech
Â
Internal assessment is one of the most important factor of an industry, needs appropriate improvement
planning between the departments with development of Benchmark model among them. The proposed study
applies Fuzzy Technique for Order Preference by Similarity to Ideal Solution to rank different alternatives.
The preliminary results indicate that the proposed model is capable of determining appropriate
competition between departments which are Human Resource, Finance, Production, Quality Assurance. To
remove the subjectivity, the linguistic data about the attributes is converted into a crisp score by using
fuzzy numbers and then the different alternatives are evaluated based on attributes by TOPSIS approach to
find the best alternative according to the industryâs requirement. Thus the endeavor has been made by the
authors to give a simple model for the evaluation of internal assessment of an industry
Selection of Supplier by Using Saw and Vikor MethodsIJERA Editor
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Now a days, Lean manufacturing becomes a key strategy for global competition. In this environment the most important process is the efficient selection of suppliers. In any organization various criteria such as quality, cost, location etc are used for the selection of supplier which plays a vital role in the industry. In the present work multi criteria decision making (MCDM) methods are used such as SAW method and VIKOR method. It is used to select the best supplier for implementing the spring manufacturing industry. Choice of the efficient supplier could be a complicated and is a complex problem and this draw back associate degreed a key success for an organization. In this paper linguistic fuzzy data is used to search out the ratings and weights and also the introduced methodologies employed to pick the efficient supplier
MCDM Techniques for the Selection of Material Handling Equipment in the Autom...IJMER
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Material Handling Equipments are utilized in different shops of an automobile industry.
For culling congruous Material Handling Equipment, it is felt that some Multi Criteria Decision
Making Methods must be used due to their ability of converting an intricate quandary to a paired
comparison. These methods are predicated on some relative Criteria and Sub-criteria. Certain
methods such as; Analytic Hierarchy Process (AHP), Fuzzy Analytic Hierarchy Process (FAHP), and
Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) Method have to be utilized
for solving the quandary of Material Handling Equipment cull in different shops of automobile
industry. For solving these quandaries, some criteria (Material, Move, and Method) are culled.
The main conclusions drawn from this study are that, Method criteria is more consequential for
culling Material Handling Equipment, and Conveyor System is more efficient and precise Equipment
for Handling the Material in shop floor of any automobile industry. The focus of this research is in
the area of Cull of Material Handling Equipment in automobile industry. Cull of congruous Material
Handling Equipment is very paramount for reducing manufacturing cycle time, and cost of
manufacturing
Application of Fuzzy Analytic Hierarchy Process and TOPSIS Methods for Destin...ijtsrd
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Destination selection is one of the most become an extremely popular. Sometimes the terms tourism and tourism are used pejoratively to indicate a shallow interest in the societies or islands that traveler's tour. This system presents the use of fuzzy AHP and TOPSIS for deciding on the selection of destination as like the selection of island. In this system, eight countries that include in South East Asia Thailand, Singapore, Malaysia, Indonesia, Philippine, Vietnam, Cambodia, Brunei are used. At first, the user can choose the specific country to decide the island of these countries and their preferences attraction, environment, accommodation, transportation, restaurant, activity, entertainment and other facilities are taken as inputs and then display the list of alternatives that matched with user's preferences. Fuzzy analytic hierarchy process is used in determining the weight of criteria and alternatives. Technique for Order Preference by Similarity to Ideal Solution TOPSIS method is used for determining the final ranking of the alternatives. Finally, this system shows the list of destinations depend on user's preferences. Hnin Min Oo | Su Hlaing Hnin "Application of Fuzzy Analytic Hierarchy Process and TOPSIS Methods for Destination Selection" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5 , August 2019, URL: https://www.ijtsrd.com/papers/ijtsrd27975.pdfPaper URL: https://www.ijtsrd.com/computer-science/data-processing/27975/application-of-fuzzy-analytic-hierarchy-process-and-topsis-methods-for-destination-selection/hnin-min-oo
Evaluation of employee performance is an important element in enhancing the quality of the work and
improves employeesâ motivation to perform well. It also presents a basis for upgrading and enhancing of
an organization. Periodical employeesâ performance evaluation in an organization assists management to
recognize its strengths and weaknesses.
This paper presents a design and implementation of a performance appraisal system using the fuzzy logic.
In addition to the normal process of performance evaluation modules, the system contains step by step
inference engine processes. These processes demonstrate several calculation details in relations
composition and aggregation methods such as min operator, algebraic product, sup-min and sup-product.
The system has foundation to add-on analysis module to analyze and report the final result using various
similarity measures. MS Access database was used to maintain the data, build the inference logic and
develop all setting user interfaces.
Coursework 1 Destination Branding Essay (50 of Module Marks)30.docxvanesaburnand
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Coursework 1: Destination Branding Essay (50% of Module Marks)
3000 words
Critique a destination brand of your choice using a brand management perspective.
General themes to be explored
What are the reasons for destination branding?
Why is your chosen destination an example of destination branding good or bad practise?
Having analysed this brand what theoretical and/or practitioner recommendations would you make?
Appendices (do not count in word limit)
Relevant tables, diagrams, examples, and background information.
References
A list of theoretical sources: books, journal articles, online resources, using the Universityâs stated referencing method and referred to in the text.
Guidelines
You may decide to write from a number of perspectives, for example:
¡ An essay analysing destination branding
¡ A case study of a good/bad example of destination branding
¡ Strategy recommendations for destination branding a particular location
N.B. Your analysis needs to:
¡ Identify and analyse the main reasons for destination branding
¡ Support your analysis with evidence from research, examples, and wider theoretical understanding
Useful sources for this essay:
¡ Brooker, E. & Burgess, J. (2008) Marketing destination Niagra effectively through the tourism life cycle, International journal of contemporary hospitality management, 20(3): 278-292
¡ Chapman, A. and Speake, J. (2011) Regeneration in a mass-tourism resort: The changing fortunes of Bugibba, Malta, Tourism Management, 32(3): 482-491
¡ Henderson, J.C. 2007, Uniquely Singapore? A case study in destination branding, Journal of Vacation Marketing, 13(3): 261-274.
¡ Puckzo, L., Ratz, T. & Smith, M. (2007) Old city, new image: perception, positioning and promotion of Budapest. Journal of travel and tourism marketing, 22(3:) 21
¡ The United Nations World Tourism Organisation: http://www2.unwto.org/
¡ For further suggested reading please see the module reading list
Mark Scheme
Understanding and reviewing relevant branding theory 30%
Use of appropriate examples and literature to support arguments 25%
Originality of analysis and discussion 30%
Quality of writing, structure & referencing 15%
Deadline (via Turnitin) is: December 16th 2017
4.4 Assignment Guidance
You will gain good marks for showing critical awareness, an ability to identify the relevant theory and apply it to the case study and show a contextual understanding of the issues identified in the case study and which relate to global branding and brand management. Emphasis is also put on good writing skills and a clear and fluent presentation and structure of your work.
4.5 Referencing
Referencing is a critical aspect of this assessment. You will be required to search for and review the appropriate sources required to address the questions. You should familiarise yourself with the resources available through the University and in particular Summon. Academic journal articles should be the main focus for your read.
Similar to A brief literature review on decision methods analysis for 3 pl selection (20)
Coursework 1 Destination Branding Essay (50 of Module Marks)30.docx
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A brief literature review on decision methods analysis for 3 pl selection
1. A brief literature review on decision methods analysis for 3PL selection
Fabio Favaretto
Guilherme Ernani Vieira
Luis Eugenio Carretero-Dias
Abstract - There has been an increasing interest in
third-party logistic (3PL) evaluation and selection
methods lately. Proposed methods in academic
literature have significant differences, approaches
and conditions to be used, yet comprehensive
reference of such methods was not found. This
problem is considered in this article, which main
goal is to make a descriptive analysis of existing
methods for evaluation and selection of 3PL
providers. A classification of methods is made
using characteristics commonly highlighted in
academic literature. This paper is an exploratory
study and main expected result is a reference of
current 3PL selection and evaluation researches.
Most of the analyzed methods for 3PL selection
and evaluation considered a mixed between
qualitative and quantitative approaches and are
not based in real cases. Descriptions of which
method to use in each particular situation was not
found.
Keywords: Third-party logistics; evaluation and
selection methods; logistic outsourcing; decision
methods.
I. INTRODUCTION
COMPETITIVE markets make enterprises more
concerned in getting good results. One way to hit
this goal is to focus on core competences or
processes. Activities that can be performed by
partners are outsourced in different ways, varying
from a simple and volatile commercial supply to a
long term partnership. Logistic is a process that has a
strong role in manufacturing enterprises and mainly to
those in dynamic competitive environments. The
growth of logistics process outsourcing has led
business to a new class of logistic service providers
called third-party logistics (3PL). To Qureshi et ale
(2007), the outsourcing of logistical functions to
third-party service providers has become an
increasingly powerful trend in modem multinational
companies. Bounfour (1999) proposes that the main
reasons of an enterprise to outsource some of its
functions are:
1. Concern in the core business or process;
2. Reduce technological complexity;
3. Reduce costs and
978-1-4244-3541-8/09/$25.00 Š2009 IEEE 735
4. Develop new competitive approaches,
through innovation.
The 3PLStudy (2007) presents a research with
more than 1,500 logistic and supply chain executives
and approximately 82% of their enterprises are 3PL
services user.
According to Gunasekaran and Ngai (2008),
nowadays 3PL has become very popular for disposing
products to market as soon as possible and also for
the timely delivery ofproducts to the customers.
Due to the importance of logistic services, enterprises
need to carefully evaluate and select their service
providers. Selection is a process where many
candidates are analyzed to choose the best provider
for a situation. To contract one or more 3PL provider
is also necessary to carefully evaluate candidates.
There is a great amount of academic work that deals
with this 3PL related issue. Selection methods have
different classifications, purposes and application
conditions. In addition there is a vast range of
required information in order to properly use these
methods. To enterprises and academics it is difficult
to know exactly what kind of methods are available
and what their main features are. This paper will work
with this problem and its main goal is to show a brief
analysis of existing methods for selection of 3PL
service provider.
II. LITERATURE REVIEW AND ANALYSIS
This review was based on some of the most
renewed international journals about operations
management, supply chain management and logistics,
such as: Production and Inventory Management
Journal, International Journal of Production
Economics and Journal of Business Logistics.
Preferred articles were the ones that brought large
literature reviews.
The initial review concentrated in operations
management, logistics and supply chain management
journals and annals. Other researched areas were:
service management, quantitative and qualitative
decision methods and strategy. Search engines of
academic bases were used. First selection was done
based on titles and keywords, followed by abstract.
Around 50 articles were then selected to be used.
The following articles analyses are chronologically
divided for easier comprehension.
2. Articles ranging from 1997 to 2000:
⢠Sink and Langley Jr. (1997) justify
logistic outsourcing by core competence
focusing. A third-party case studies
literature review is presented and main
objective is to provide a managerial
framework for the selection of 3PL based
on these cases. Authors present a five
steps sequence to be performed by a
team. Third step is to perform an
evaluation of likely suppliers, obtain
required data, qualitative evaluate
candidates and then choose supplier.
Initial selection is based on traditional
criteria like: quality, cost, capacity and
delivery capability. More rigorous criteria
can be added as: references, depth of
management expertise, financial strength
and others. Proposals for a specific
scenario can be required and visits can be
done to analyze potential candidates.
Evaluation is used to select 3PL provider.
⢠In Menon et al. (1998) the main goal is to
make an exploratory study to examine the
criteria for selecting 3PL provider and to
know how the firm's competitiveness and
external environment affects these
criteria. In this research it is highlighted
that supplier perceived performance and
supplier perceived capability are more
important selection criteria than price.
Criteria items are defined based on a
literature review and on a survey with
logistic managers. Proposed selection
decision method is that a team evaluates
and ranks providers candidates. Logistic
managers analyze this rank and select a
provider according to defined criteria
composed by strategic and operational
items.
Articles ranging from 2001 to 2005:
⢠Van et al. (2003) consider the 3PL as a
supply chain special member hardly
affected by demand variations. They
develop a new decision method to more
effectively support the evaluation and
selection of 3PL in the supply chain
network environment. Authors use an
expert system based on a human
evaluation of some features of past
logistic cases. Systems utilization is one
process activity of knowledge gathering.
Classes of items for evaluation are
736
defined but specific items should be set in
each case according to the expertise. It
composes a dynamic environment where
changes are incorporated and used in new
cases.
⢠Zhang et al. (2004) stated that the
evolution of supply chains leads to the
creation of a new integrator element
called fourth-party logistic (4PL) who is
responsible for managing a group of 3PL.
Managing activities includes selecting
3PL providers. The authors proposed a
process where a group of experts value
candidates using some defined items
criteria. These items are then used in an
Analytic Hierarchy Process (AHP) multi-
criteria decision method. Items range
from operational, strategic and external.
Proposed process is based on literature
review and previous academic findings.
⢠A framework for evaluating 3PL is also
presented by Vaidyanathan (2005). In this
case evaluation is a way of selection. This
framework explains functions that
providers must have to enhance
information and material flows. The
proposed method follows a process. In
the first activity, the necessary functions
are compared and some candidates are
discarded. After some other steps, an
evaluation is done using a provided list of
criteria divided in six factors: IT
(information technology), quality, cost,
services, performance metrics and
intangibles. Evaluation (and selection) is
conducted by a team that ranks
candidates.
Articles ofyear 2006:
⢠To Aguezzoul et al. (2006), additional
requirements are being placed on many
industries and chains and previous
selection decision methods do not support
some needed factors, such as: price,
services offered location, technology and
quality between others. Authors address
this problem in two steps. First they use
main and secondary criteria chosen
according to the situation in a flexible
selection method where user can
introduce desirable criteria and weights.
Second, they use an ELECTRE multi
criteria method. Authors present a
numerical example where criteria
3. definition is based on a literature review.
Specialists provide values for each
criterion of each candidate and the
proposed method is used to index them.
The first candidate in the final rank is
selected.
⢠Zhang et al. (2006) propose the use of a
quantitative multi criteria decision
method as a way to allow decision
makers specify their preference using a
single scale. The method is based on
previous works and literature reviews.
Method uses a DEA (Data Envelopment
Analysis) combined with AHP
techniques. Criteria are based on previous
research and use operational and strategic
matters. Method utilization is a single
activity that makes an evaluation of
candidates. Zhang et al. (2004) and
Zhang et al. (2006) have the same basis
for their proposals, but use different
methods, criteria and sub-criteria.
Articles ofyear 2007:
⢠Alard et al. (2007) proposed a reference
process for global sourcing based on an
action research with enterprises. This
process should be used in an interactive
way. Supplier selection is an activity
performed after deciding 'make-or-buy'.
Proposed supplier evaluation and
selection are performed bottom-up in a
strategic process of procurement and use
a qualitative method. Possible suppliers
are pre-selected and evaluated in detail.
Criteria are not defined and can be added
according to situation.
⢠To Cao et al. (2007), outsourcing
logistics activities is a way for an
enterprise to attempt maximizing supply
chain profit. Considering the limitations
of simple previous methods, authors
proposed an integrated method using
multi-criteria (Borda Function) and Gray
Rational Analysis to select a 3PL
provider based on a literature review.
Selection is part of a process that begins
with an objective definition and then
makes a candidates filtering, establishes
weights for defined criteria and ranks
providers. This process is conducted by a
group of specialists and used criteria are
composed from operational, strategic and
737
external items. Items values are defined
by specialists.
⢠Isiklar et al. (2007) consider logistics
outsourcing a strategy that can lead
enterprises to greater competitiveness.
Their claims to enhance searching speed
and accuracy of 3PL selection method by
using a combinatory approach of a
particular multi- criteria technique with
learning methodologies. The proposal is
based in a literature review and is applied
in a case where best solution is chosen for
a specific situation. Choice is made by an
intelligent system that uses a case base. A
team analyzes previous cases using given
criteria to enrich this base. Criteria
consider operational and strategic issues.
⢠To Jharkharia and Shankar (2007), 3PL
providers are offering a great range of
services in face of an ascending need to
outsource. In this scenario, the
complexity of selection activity increases
due to the growth of needed selection
criteria. To deal with this complexity, the
authors suggest a selection method based
in an ANP (Analytic Network Process)
multi criteria decision method. This
proposal is based on literature review and
is applied in a case. This article main
objective is to provide a reference for
managers or decision makers that need to
select a 3PL for their organizations. The
proposed method is a process with two
steps: initial screening of providers and
final selection. Criteria items are defined
and cover operational and strategic
measures. A team performs an initial
qualitative evaluation and use ANP for
final selection.
⢠Qureshi et al. (2007) point that to
earmark the potential 3PL provider it is
necessary to make a systematic
evaluation in face of a changing demand.
Authors propose to use a framework with
the Technique for Order Preference by
Similarity to Ideal Solution (TOPSIS).
Their methodology deals with qualitative
and quantitative criteria and uses AHP to
weigh criteria. Evaluation and
subsequently selection is performed as a
single activity. The proposal is based on
literature review and is intended to be
used for an experienced decision maker's
4. team. Used criteria have both operational
and strategic items.
⢠Zhang et al. (2007) point that 3PL has
become a potentially valuable way of
securing competitive advantage (in
supply chains) and improving
organization performance. They proposed
a system to evaluate and select 3PL
providers based on criteria found in
literature. The method uses a technique
for pattern identification called Principal
Component Analysis. Item criteria are
both operational and strategic and have a
detailed description. A case is presented
to illustrate the method. Value for each
criterion is measured using given
definitions.
⢠Facing the rapid increasing number of
3PL providers, Xu and Wang (2007)
proposed a method based on fuzzy
considerations to help enterprises to
choose supplier reasonably. Defined
criteria are based on previous works and
cover operational and strategic items. A
team specifies values and weights for
these items and results are indexed using
a proposed quantitative method. Selection
is performed as an activity. Method
application evaluates and ranks 3PL
candidates.
Articles ofyear 2008:
⢠Efendigil et al. (2008) proposed a holistic
approach to select 3PL for reverse
logistic that can be used for more general
logistic regarding some specificity.
Authors proposed an integrated
conceptual framework combining
artificial intelligence and fuzzy logic to
assist managers in determining the most
appropriate 3PL. Method application is
divided in process phases and is
performed by a team from the contracting
enterprise. The AHP method is used
initially for weighing defined items
criteria that use operational, strategic and
external measures. Proposed tool
evaluates and selects 3PL providers.
Contract duration is not specified.
⢠Liu and Wang (2008) affirm that 3PL
utilization is derived from a global
markets trend. Authors proposed an
integrated fuzzy decision method for 3PL
selection based on the contracting
738
company different logistic needs. It is
proposed to deal with imprecise and
uncertain situations. Application is a
process that consists in evaluating some
defined criteria and applies the proposed
method. The proposed method is based
on literature review and a real case is
presented to illustrate it. Criteria items
are both strategic and operational.
III. SELECTION METHOD ANALYSIS
Most articles use mixed method type for
evaluating and selecting 3PL provider. This class was
attributed to methods that use some kind of
quantitative analysis mixed with qualitative
inferences. Mixed methods can benefit from both
qualitative and quantitative methods in a broad
criteria range. Mixed methods utilization usually
begins with variables measurement or scale that are
used as criteria. Value attribution can be based in well
established basis or can be subjective. Differences in
initial value attribution can lead to distinct evaluation
or selection and some methods consider analyzing
this phenomenon using fuzzy tools. Other articles
consider a quantitative approach as an initial selection
for a candidate set creation. This set is then analyzed
in a qualitative way for experts and managers team.
Quantitative methods (as a part of a mixed model) are
mainly of two types: multi criteria decision methods
(AHP, ANP and ELECTRE) and artificial
intelligence. Some articles also included fuzzy logic
to avoid biased evaluations.
Four articles considered strictly qualitative
methods: Menon et al. (1998), Sink and Langley Jr.
(1997), Vaidyanathan (2005) and Alard et al. (2007).
In these works there are a set of subjective or
objective criteria used to rank 3PL providers. This
type of method is more flexible and susceptible to
opinions and preferences and is usually conducted by
a team.
Two articles considered strictly quantitative
methods: Zhang et al. (2007) and Efendigil et al.
(2008). In this type of method just objective criteria
(those that can be measured) are used in quantitative
methods with no subjective interpretation. There is no
experts need and calculation can be automated. Table
1 sums up the analyzed articles classified according to
the selection method.
5. REFERENCES
3PLStudy, 2007. The logistics outsourcing: results
and findings of 12th
annual study [online]. Available
from: www.3PLStudy.com [Acessed 13 November
2008].
Aguezzoul, A., Rabenasolo, B. and Jolly-Desodt, A.,
2006. Multicriteria decision aid tool for third party
logistics provider's selection. In: Annals of 2006
International Conference on Service Systems and
Service Management, 25-27 October 2006, Troyes.
912-916.
Alard, R., Oehmen, J. and Bremen, P., 2007.
Reference process for global sourcing. In: Annals of
the 2007 IEEE International Conference on Industrial
Engineering and Engineering Management, 30 May-
02 June 2007, Singapore. 367-371.
Bounfour, A., 1999. Is outsourcing of intangibles a
real source of competitive advantage? International
Journal ofApplied Quality Management, 2 (2), 127-
151.
Cao, J., Cao, G. and Wang, W., 2007. A hybrid
MCMD integrated borda function and gray rational
analysis for 3PL selection. In: Proceedings of 2007
IEEE International Conference on Grey Systems and
Intelligent Services, 18-20 November 2007 Nanjing.
IEEE,215-220.
Efendigil, T., Onut, S. and Kongar, E., 2008. A
holistic approach for selecting a third-party reverse
logistics provider in the presence of vagueness.
Computers & Industrial Engineering, 54, 269-287.
Gunasekaran, A. and Ngai, E. W. T., 2008. Modeling
and analysis of build-to-order supply chains.
European Journal of Operational Resource, 195,
319-334.
Isiklar, G., Alptekin, E. and Biiyiik6zkan, G., 2007.
Application of a hybrid intelligent decision support
model in logistics outsourcing. Computers &
Operations Research, 34, 3701-3714.
Jharkharia, S. and Shankar, R., 2007. Selection of
logistics service provider: an analytic network process
(ANP) approach. Omega, 35, 274-289.
Kumar, M., Vrat, P. and Shankar, R., 2006. A multi-
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still there is no consensus in 3PL selection and
evaluation decision method definition and
application.
ACKNOWLEDGEMENTS
The authors would like to thank the Brazilian Federal
Research Funding Agency (CAPES - Coordenacao
de Aperfeicoamento de Pessoal de Nivel Superior) for
the financial support.
Table I. Articles classification according to the proposed method
IV. CONCLUSIONS
From the review papers analyzed, only Zhang et
at. (2007) made a detailed definition of used criteria
items for the evaluation and selection of 3PL
providers. Misunderstanding of proposed items can
lead to erroneous method utilization and poor results.
More than one item definition could be important to
have a clear way of measuring criteria variables. This
consideration is especially important and should be
with subjective criteria items. It can be added that a
contracting enterprise may need to invest a great
amount of the time and to gather all necessary
information, which is not usually available. In any
case, differences in initial value attribution can lead to
very distinct results.
3PL selection is an important task to enterprises
willing to be efficient and competitive. It is necessary
to use a decision support method to perform this task
but research in this field is still in its early stage and
therefore needs to be expanded. There are a great
range of selection decision methods that can be used
in particular situations but it was not found
comparisons about in which situation one method is
better than another. A great range of operational and
strategic criteria items can be used to cover large
outsourcing and competitive questions but it does not
guarantee good results during the 3PL evaluation and
selection process.
Analyzed methods have limitations due to a gap
of empirical research and a great number of
su.bje~tive criteria items that must be used. Yet many
criteria are not defined in details and can have
different interpretations and evaluations.
Selecting and evaluating are tasks usually
performed together and it can be useful in situations
with many initial3PL candidates to realize these tasks
in two phases: pre-selection and detail evaluation.
There is a need to extend the limits of current works
in more pragmatic and enterprise oriented views. And
type for 3PL evaluation and selection.
Main method
Strictly Strictly qualitative Mixed
quantitative
Zhang et al. Sink and Langley Jr. Yan et al, (2003)
(2007) (1997) Zhang et al. (2004)
Efendigil et al. Menon et al. (1998) Aguezzoul et al. (2006)
(2008) Vaidyanathan (2005) Zhang et al. (2006)
Alard et al. (2007) Cao et al. (2007)
Isiklar et al. (2007)
Jharkharia and Shankar
(2007)
Qureshi et al. (2007)
Xu and Wang (2007)
Liu and Wang (2008)
739
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Huang, B., 2003. The decision optimization model of
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Liu, H. and Wang, W., 2008. An integrated fuzzy
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Menon, M. K., McGuiniss, M. A. and Ackerman, K.
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party logistics services: an exploratory study. Journal
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Qureshi, M. N., Kumar, D. and Kumar, P., 2007.
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TOPSIS with interval data. In: Annals of the 2007
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Rafiq, M. and Jaafar, H. S., 2007. Measuring
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Sink, H. L. and Langley JR., C. J., 1997. A
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Vaidyanathan, G., 2005. A framework for evaluating
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Van, X., Wang, K. and Sun, L., 2006. Third party
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Van, J., Chaudhry, P. E. and Chaudhry, S. S., 2003. A
model of a decision support system based on case-
base reasoning for third-party logistics evaluation.
Expert Systems, 20 (4), 195-207.
Xu, G. and Wang, X., 2007. How to choose the the
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20-22 August 2007, Harbin, 286-292.
Zhang, H., Li, X., Liu, W., Li, B. and Zhang, Z.,
2004. An application of the AHP in 3PL vendor
selection of a 4PL system. In: Annals of the 2004
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1260.
Zhang, H., Li, X., Liu, W., Li, B. and Zhang, Z.,
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