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Presentation
on Case
Study
Slide: 1
Course Title:
IPE Case Study
Course No.
IPE 3200
Location Selection for Silk Showroom
by Entropy Integrated PROMETHEE
and VIKOR in Rajshahi
Khairun Nahar
Assistant Professor
Department of Industrial& Production Engineering
Rajshahi University of Engineering & Technology
Name: Maidul Islam Sakib
Roll: 1605034
Name: Nahian Kawser Sifat
Roll: 1605052
Supervisor
Submitted by
Slide: 2
CONTENTS
01 02 LITERATURE
REVIEW
03 PROBLRM
STATEMENT
04 METHODOLOGY
INTRODUCTION
06 CONCLUSION
05 RESULT
Slide: 3
INTRODUCTION
● What is silk showroom ?
● Why location selection is important?
● What is the reason for choosing MCDM
for this case study?
Slide: 4
OBJECTIVES
Select location by
PROMETHEE
Select location by
VIKOR
Select the best
alternative by
comparing both
PROMETHEE &
VIKOR
Slide: 5
LITERATURE REVIEW
Authors Working area Findings
Noreen Wadud
(2018)
present condition of
silk business in
Rajshahi city
Give recommendation
from silk enterprise
owner
Md. Nazrul Islam,
Shamem Ara Mili, S.
M. Nazmul Hasan
(2010)
Problem facing silk
industry in Bangladesh
poor advertising,
limited showroom
Slide: 6
LITERATURE REVIEW
Authors Method Application area Region
Hussain, Mandal, and
Mondal(2017)
Entropy, COPRAS,
MOORA
Selection of material India
Athawale,
Chatterjee, and
Chakraborty(2012)
PROMETHEE II, AHP
Facility location
selection
India
Kabir and Sumi
(2014)
F-AHP, PROMETHEE
Location selection of
a power substation
Bangladesh
Samanlioglu and
Aya (2017)
F-AHP,
F-PROMETHEE
Location alternative
for solar power plant
Turkey
Dağ, Sündüs &
Önder (2013)
VIKOR, AHP
Facility location of a
label manufacturing
company
Istanbul
Slide: 7
LITERATURE REVIEW
Authors Comparison of methods Remark
Gul(2016) Review 343 paper of VIKOR
VIKOR is compromised ranking
method, with help of AHP,
Entropy give improve result
Kamble,
Vadirajacharya, and
Patil(2018)
TOPSIS & PROMETHEE
Suggest both as logical,
systematic & convenient
decision support tools
Genc(2014) PROMETHEE & TOPSIS
Both give stability in decision,
robustness is same in both
method
Opricovic and Tzeng
(2004)
VIKOR & TOPSIS
Give “close to ideal” result in
both method, TOPSIS use
vector normalization and VIKOR
use scalar normalization
Slide: 8
RESEARCH GAP
• In most cases, one MCDM is used to take decision. Though it's easy to take
decision but questions remain about the reliability of that decision.
• While it is difficult to make decision using two or more methods. But in that
case, decision maker has chance to compare the result, so the reliability
of the decision increases.
Slide: 9
Slide: 10
• Previous research paper
• Informal interview
• Understand the present
situation
Observational
Study
• Semi-structured question
• Collect primary data
Prepare
Questionnaire
• Approach various people
• Understand criterion, sub-
criterion, alternative for
location selection
Conduct
Interview
WAY OF
GETTING
CASE
STUDY
IDEA
PROPOSED
FRAMEWORK
Slide: 11
Criterion and Sub criterion Explanation
Cost Various costs associated with setting up a business.
Advance If the place is to be rented, a certain amount of money has to be
submitted to the authority which is conditionally or unconditionally
refunded after a certain period of time in the contract.
Floor charge The floor charge varies from place to place per square foot which is
payable and non-refundable every month.
Proximity to customers It refers to stay close to customers so that the customer's call can be
answered quickly.
Sale per day The amount of potential sales per day.
Characteristics of a specific location It can be a variety of facilities such as future expansion facilities, attitude
of local people in the area, political support, car parking facilities, nearby
food stalls, entertainment facilities, transportation facilities, security etc.
Availability of space How easily find the place where the business is supposed to be traded
can be run based on various features such as cost, competition, strong
networking, political and social stability etc.
Slide: 12
PROBLEM STATEMENT
Silk business has numerous options for establishing a showroom. The
main question is which one of these options should be selected. The
distinguishing matters to setup the showrooms lie in the cost, proximity
to customers, characteristics of a specific location. Under those major
criteria, sub-criteria are advance, floor charge, per day sale, availability
of space. It is costly to set up showroom in all the possible places at
the same time. Therefore, it is necessary to decide on the basis of
different criteria, sub-criteria, in which place it would be better to set
up a showroom first.
Slide: 13
METHODOLOGY
1 DATA INPUT
3 RANKING
ALTERNATIVES
USING PROMETHEE
& VIKOR
2 WEIGHT
CALCULATION
USING
ENTROPY
4 COMPARISON
Slide: 14
Step 1: Normalize the decision matrix.
Step 2: Compute entropy
Step 3: Compute the weight vector.
Weight
Calculation
by
Entropy
Slide: 15
Normalize the Evaluation
matrix (decision matrix).
01
05
Determine the leaving and
the entering outranking flows
03
Calculate the preference
function.
06
Calculate the net outranking
flow for each alternative
04
Calculate the aggregate
preference
02
Calculate the evaluate differences
of ith
alternative with respect to
other alternatives.
Determine the ranking of all the
considered alternatives
depending on the values of φ (a)
07
PROMETHEE (Ranking Alternatives)
Slide: 16
Find best (Xi
+
) i.e. (Xij)max for beneficial, (xij)min for non-
beneficial and worst (Xi
−
) i.e. (Xij)min for beneficial, (xij)max for
non-beneficial
01
Rank the order of preference
05
Calculate the VIKOR index, Qi = µ ∗
Si− S∗
S−−S∗ + 1 − µ ∗
Ri− R∗
R−−R∗ , µ is the weight of the maximum group utility and is
usually set to 0.5)
04
Calculate utility measure, Si = j=1
m
(Wj ∗
Xi
+
−Xij
Xi
+−Xi
−) , Wj is the
weight of the j th
criterion
Calculate regret measure, Ri = max
j
(Wj ∗
Xi
+
−Xij
Xi
+−Xi
−)
02
Find S∗
= min
i
Si , S−
= max
i
Si , R∗
= min
i
Ri , R−
= max
i
Ri
03
VIKOR
(Ranking
Alternatives)
Slide: 17
CALCULATION
Weight and rank are calculated by Microsoft Excel.
Slide: 18
RESULT
4
Methods
2
criteria
4
alternatives
PROMETHEE
VIKOR
0
1
2
3
4
Saheb
Bazar
Theme
Omar Plaza
Sagor Para Rani Bazar
Rank From PROMETHEE & VIKOR
PROMETHEE VIKOR
Slide: 19
RESULT ANALYSIS
Rani Bazar > Sagorpara > Theme Omar Plaza> Saheb Bazar is the position of the
alternatives for both PROMETHEE and VIKOR according to the rank. So, it is clear that
both methods have been given the same result with respect to associated data with
different criteria.
Slide: 20
Discussion
Although some criterion is more preferable in some location but when all criteria are
taken into consideration and putted into couple of MCDM method then “Rani Bazar” is
the most suitable location according to all collected data and criteria. So, according to
this case study with all data and criteria regarding to location selection decision, authority
should consider “Rani Bazar” as priority of choice to establish any showroom related to
silk goods.
Slide: 21
CONCLUSION
Choosing proper location selection is very important for various purposes. With this in mind, MCDM
may offer the best solution which has been demonstrated here. In this case study, MCDM has found the
best alternative for the new location of the silk showroom in Rajshahi where most of the data were based
on opinion of individuals regarding to location, as fixed data for any location is not always available and
most contractual relationships are built on effective negotiation which may influence facility
location related decisions. That's why if others do the same thing with different data, the result
may change.
.
Slide: 22
REFERENCES
[1] N. Wadud, “The Uses of Rajshahi Silk in Current Fashion Trend in Bangladesh,” 2018.
[2] Md. Nazrul Islam, Shamem Ara Mili, S. M. Nazmul Hasan, “Problems and Prospects of Silk Industry
in Bangladesh,” vol. 1, no. 1, pp. 1–36, 2010.
[3] S. A. I. Hussain, U. kumar Mandal, and S. P. Mondal, “Entropy based MCDM approach for Selection
of material,” Natl. Lev. Conf. Eng. Probl. Appl. Math., no. May 2016, pp. 1–7, 2017.
[4] V. M. Athawale, P. Chatterjee, and S. Chakraborty, “Decision making for facility location selection
using PROMETHEE II method,” Int. J. Ind. Syst. Eng., vol. 11, no. 1–2, pp. 16–30, 2012, doi:
10.1504/IJISE.2012.046652.
[5] G. Kabir and R. S. Sumi, “Power substation location selection using fuzzy analytic hierarchy
process and PROMETHEE: A case study from Bangladesh,” Energy, vol. 72, pp. 717–730, 2014, doi:
10.1016/j.energy.2014.05.098.
[6] F. Samanlioglu and Z. Aya, “A fuzzy AHP-PROMETHEE II approach for evaluation of solar power
plant location alternatives in Turkey,” J. Intell. Fuzzy Syst., vol. 33, no. 2, pp. 859–871, 2017, doi:
10.3233/JIFS-162122.
[7] E. Dağ, Sündüs & Önder, “Decision-Making for Facility Location Using Vikor Method,” J. Int. Sci.
Publ. Econ. Bus. , Vol. 7 , Part 1 J. Int. Sci. Publ. , vol. 7, pp. 308–330, 2013.
[8] M. Behzadian, R. B. Kazemzadeh, A. Albadvi, and M. Aghdasi, “PROMETHEE: A comprehensive
literature review on methodologies and applications,” Eur. J. Oper. Res., vol. 200, no. 1, pp. 198–215,
2010, doi: 10.1016/j.ejor.2009.01.021.
[9] M. Gul, E. Celik, N. Aydin, A. T. Gumus, and A. F. Guneri, “A state of the art literature review of
VIKOR and its fuzzy extensions on applications,” Appl. Soft Comput. J., pp. 1–30, 2016, doi:
10.1016/j.asoc.2016.04.040.
[10] S. G. Kamble, K. Vadirajacharya, and U. V Patil, “Comparison of multiple attribute decision-making
methods—TOPSIS and PROMETHEE for distribution systems,” in Advances in Intelligent Systems
and Computing, vol. 810, Springer Singapore, 2018, pp. 669–680.
[11] T. Genc, “Sensitivity analysis on PROMETHEE and TOPSIS weights,” Int. J. Manag. Decis. Mak., vol.
13, no. 4, pp. 403–421, 2014, doi: 10.1504/IJMDM.2014.065359.
[12] S. Opricovic and G. H. Tzeng, “Compromise solution by MCDM methods: A comparative analysis
of VIKOR and TOPSIS,” Eur. J. Oper. Res., vol. 156, no. 2, pp. 445–455, 2004, doi: 10.1016/S0377-
2217(03)00020-1.
Slide: 23
CREDITS: This presentation template was created by Slidesgo, including
icons by Flaticon, and infographics & images by Freepik
THANKS!
any question?
Slide: 24

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Location Selection for Silk Showroom by Entropy Integrated PROMETHEE and VIKOR in Rajshahi

  • 1. Presentation on Case Study Slide: 1 Course Title: IPE Case Study Course No. IPE 3200
  • 2. Location Selection for Silk Showroom by Entropy Integrated PROMETHEE and VIKOR in Rajshahi Khairun Nahar Assistant Professor Department of Industrial& Production Engineering Rajshahi University of Engineering & Technology Name: Maidul Islam Sakib Roll: 1605034 Name: Nahian Kawser Sifat Roll: 1605052 Supervisor Submitted by Slide: 2
  • 3. CONTENTS 01 02 LITERATURE REVIEW 03 PROBLRM STATEMENT 04 METHODOLOGY INTRODUCTION 06 CONCLUSION 05 RESULT Slide: 3
  • 4. INTRODUCTION ● What is silk showroom ? ● Why location selection is important? ● What is the reason for choosing MCDM for this case study? Slide: 4
  • 5. OBJECTIVES Select location by PROMETHEE Select location by VIKOR Select the best alternative by comparing both PROMETHEE & VIKOR Slide: 5
  • 6. LITERATURE REVIEW Authors Working area Findings Noreen Wadud (2018) present condition of silk business in Rajshahi city Give recommendation from silk enterprise owner Md. Nazrul Islam, Shamem Ara Mili, S. M. Nazmul Hasan (2010) Problem facing silk industry in Bangladesh poor advertising, limited showroom Slide: 6
  • 7. LITERATURE REVIEW Authors Method Application area Region Hussain, Mandal, and Mondal(2017) Entropy, COPRAS, MOORA Selection of material India Athawale, Chatterjee, and Chakraborty(2012) PROMETHEE II, AHP Facility location selection India Kabir and Sumi (2014) F-AHP, PROMETHEE Location selection of a power substation Bangladesh Samanlioglu and Aya (2017) F-AHP, F-PROMETHEE Location alternative for solar power plant Turkey Dağ, Sündüs & Önder (2013) VIKOR, AHP Facility location of a label manufacturing company Istanbul Slide: 7
  • 8. LITERATURE REVIEW Authors Comparison of methods Remark Gul(2016) Review 343 paper of VIKOR VIKOR is compromised ranking method, with help of AHP, Entropy give improve result Kamble, Vadirajacharya, and Patil(2018) TOPSIS & PROMETHEE Suggest both as logical, systematic & convenient decision support tools Genc(2014) PROMETHEE & TOPSIS Both give stability in decision, robustness is same in both method Opricovic and Tzeng (2004) VIKOR & TOPSIS Give “close to ideal” result in both method, TOPSIS use vector normalization and VIKOR use scalar normalization Slide: 8
  • 9. RESEARCH GAP • In most cases, one MCDM is used to take decision. Though it's easy to take decision but questions remain about the reliability of that decision. • While it is difficult to make decision using two or more methods. But in that case, decision maker has chance to compare the result, so the reliability of the decision increases. Slide: 9
  • 10. Slide: 10 • Previous research paper • Informal interview • Understand the present situation Observational Study • Semi-structured question • Collect primary data Prepare Questionnaire • Approach various people • Understand criterion, sub- criterion, alternative for location selection Conduct Interview WAY OF GETTING CASE STUDY IDEA
  • 12. Criterion and Sub criterion Explanation Cost Various costs associated with setting up a business. Advance If the place is to be rented, a certain amount of money has to be submitted to the authority which is conditionally or unconditionally refunded after a certain period of time in the contract. Floor charge The floor charge varies from place to place per square foot which is payable and non-refundable every month. Proximity to customers It refers to stay close to customers so that the customer's call can be answered quickly. Sale per day The amount of potential sales per day. Characteristics of a specific location It can be a variety of facilities such as future expansion facilities, attitude of local people in the area, political support, car parking facilities, nearby food stalls, entertainment facilities, transportation facilities, security etc. Availability of space How easily find the place where the business is supposed to be traded can be run based on various features such as cost, competition, strong networking, political and social stability etc. Slide: 12
  • 13. PROBLEM STATEMENT Silk business has numerous options for establishing a showroom. The main question is which one of these options should be selected. The distinguishing matters to setup the showrooms lie in the cost, proximity to customers, characteristics of a specific location. Under those major criteria, sub-criteria are advance, floor charge, per day sale, availability of space. It is costly to set up showroom in all the possible places at the same time. Therefore, it is necessary to decide on the basis of different criteria, sub-criteria, in which place it would be better to set up a showroom first. Slide: 13
  • 14. METHODOLOGY 1 DATA INPUT 3 RANKING ALTERNATIVES USING PROMETHEE & VIKOR 2 WEIGHT CALCULATION USING ENTROPY 4 COMPARISON Slide: 14
  • 15. Step 1: Normalize the decision matrix. Step 2: Compute entropy Step 3: Compute the weight vector. Weight Calculation by Entropy Slide: 15
  • 16. Normalize the Evaluation matrix (decision matrix). 01 05 Determine the leaving and the entering outranking flows 03 Calculate the preference function. 06 Calculate the net outranking flow for each alternative 04 Calculate the aggregate preference 02 Calculate the evaluate differences of ith alternative with respect to other alternatives. Determine the ranking of all the considered alternatives depending on the values of φ (a) 07 PROMETHEE (Ranking Alternatives) Slide: 16
  • 17. Find best (Xi + ) i.e. (Xij)max for beneficial, (xij)min for non- beneficial and worst (Xi − ) i.e. (Xij)min for beneficial, (xij)max for non-beneficial 01 Rank the order of preference 05 Calculate the VIKOR index, Qi = µ ∗ Si− S∗ S−−S∗ + 1 − µ ∗ Ri− R∗ R−−R∗ , µ is the weight of the maximum group utility and is usually set to 0.5) 04 Calculate utility measure, Si = j=1 m (Wj ∗ Xi + −Xij Xi +−Xi −) , Wj is the weight of the j th criterion Calculate regret measure, Ri = max j (Wj ∗ Xi + −Xij Xi +−Xi −) 02 Find S∗ = min i Si , S− = max i Si , R∗ = min i Ri , R− = max i Ri 03 VIKOR (Ranking Alternatives) Slide: 17
  • 18. CALCULATION Weight and rank are calculated by Microsoft Excel. Slide: 18
  • 20. RESULT ANALYSIS Rani Bazar > Sagorpara > Theme Omar Plaza> Saheb Bazar is the position of the alternatives for both PROMETHEE and VIKOR according to the rank. So, it is clear that both methods have been given the same result with respect to associated data with different criteria. Slide: 20
  • 21. Discussion Although some criterion is more preferable in some location but when all criteria are taken into consideration and putted into couple of MCDM method then “Rani Bazar” is the most suitable location according to all collected data and criteria. So, according to this case study with all data and criteria regarding to location selection decision, authority should consider “Rani Bazar” as priority of choice to establish any showroom related to silk goods. Slide: 21
  • 22. CONCLUSION Choosing proper location selection is very important for various purposes. With this in mind, MCDM may offer the best solution which has been demonstrated here. In this case study, MCDM has found the best alternative for the new location of the silk showroom in Rajshahi where most of the data were based on opinion of individuals regarding to location, as fixed data for any location is not always available and most contractual relationships are built on effective negotiation which may influence facility location related decisions. That's why if others do the same thing with different data, the result may change. . Slide: 22
  • 23. REFERENCES [1] N. Wadud, “The Uses of Rajshahi Silk in Current Fashion Trend in Bangladesh,” 2018. [2] Md. Nazrul Islam, Shamem Ara Mili, S. M. Nazmul Hasan, “Problems and Prospects of Silk Industry in Bangladesh,” vol. 1, no. 1, pp. 1–36, 2010. [3] S. A. I. Hussain, U. kumar Mandal, and S. P. Mondal, “Entropy based MCDM approach for Selection of material,” Natl. Lev. Conf. Eng. Probl. Appl. Math., no. May 2016, pp. 1–7, 2017. [4] V. M. Athawale, P. Chatterjee, and S. Chakraborty, “Decision making for facility location selection using PROMETHEE II method,” Int. J. Ind. Syst. Eng., vol. 11, no. 1–2, pp. 16–30, 2012, doi: 10.1504/IJISE.2012.046652. [5] G. Kabir and R. S. Sumi, “Power substation location selection using fuzzy analytic hierarchy process and PROMETHEE: A case study from Bangladesh,” Energy, vol. 72, pp. 717–730, 2014, doi: 10.1016/j.energy.2014.05.098. [6] F. Samanlioglu and Z. Aya, “A fuzzy AHP-PROMETHEE II approach for evaluation of solar power plant location alternatives in Turkey,” J. Intell. Fuzzy Syst., vol. 33, no. 2, pp. 859–871, 2017, doi: 10.3233/JIFS-162122. [7] E. Dağ, Sündüs & Önder, “Decision-Making for Facility Location Using Vikor Method,” J. Int. Sci. Publ. Econ. Bus. , Vol. 7 , Part 1 J. Int. Sci. Publ. , vol. 7, pp. 308–330, 2013. [8] M. Behzadian, R. B. Kazemzadeh, A. Albadvi, and M. Aghdasi, “PROMETHEE: A comprehensive literature review on methodologies and applications,” Eur. J. Oper. Res., vol. 200, no. 1, pp. 198–215, 2010, doi: 10.1016/j.ejor.2009.01.021. [9] M. Gul, E. Celik, N. Aydin, A. T. Gumus, and A. F. Guneri, “A state of the art literature review of VIKOR and its fuzzy extensions on applications,” Appl. Soft Comput. J., pp. 1–30, 2016, doi: 10.1016/j.asoc.2016.04.040. [10] S. G. Kamble, K. Vadirajacharya, and U. V Patil, “Comparison of multiple attribute decision-making methods—TOPSIS and PROMETHEE for distribution systems,” in Advances in Intelligent Systems and Computing, vol. 810, Springer Singapore, 2018, pp. 669–680. [11] T. Genc, “Sensitivity analysis on PROMETHEE and TOPSIS weights,” Int. J. Manag. Decis. Mak., vol. 13, no. 4, pp. 403–421, 2014, doi: 10.1504/IJMDM.2014.065359. [12] S. Opricovic and G. H. Tzeng, “Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS,” Eur. J. Oper. Res., vol. 156, no. 2, pp. 445–455, 2004, doi: 10.1016/S0377- 2217(03)00020-1. Slide: 23
  • 24. CREDITS: This presentation template was created by Slidesgo, including icons by Flaticon, and infographics & images by Freepik THANKS! any question? Slide: 24