The document discusses polynomial normal matrices and polynomial unitary matrices. Some key points:
- Polynomial normal matrices are polynomial matrices whose coefficient matrices are normal matrices. Properties of polynomial normal matrices are discussed, including that the product of two polynomial normal matrices is also polynomial normal if they commute.
- A polynomial matrix is unitary if each coefficient matrix is unitary. It is shown that a polynomial matrix is polynomial normal if and only if every polynomial matrix unitarily equivalent to it is also polynomial normal.
- Results are presented, including that the product of the coefficient matrices of two polynomial matrices is zero if the coefficient matrices are normal and the products of the coefficients are zero.
Numerical Solution Of Delay Differential Equations Using The Adomian Decompos...theijes
Adomian Decomposition Method has been applied to obtain approximate solution to a wide class of ordinary and partial differential equation problems arising from Physics, Chemistry, Biology and Engineering. In this paper, a numerical solution of delay differential Equations (DDE) based on the Adomian Decomposition Method (ADM) is presented. The solutions obtained were without discretization nor linearization. Example problems were solved for demonstration. Keywords: Adomian Decomposition, Delay Differential Equations (DDE), Functional Equations , Method of Characteristic.
Toeplitz Hermitian Positive Definite (THPD) matrices play an important role in signal processing and computer graphics and circular models, related to angular / periodic data, have vide applications in various walks of life. Visualizing a circular model through THPD matrix the required computations on THPD matrices using single bordering and double bordering are discussed. It can be seen that every tridiagonal THPD leads to Cardioid model.
International Journal of Mathematics and Statistics Invention (IJMSI) inventionjournals
International Journal of Mathematics and Statistics Invention (IJMSI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJMSI publishes research articles and reviews within the whole field Mathematics and Statistics, 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.
Numerical Solution Of Delay Differential Equations Using The Adomian Decompos...theijes
Adomian Decomposition Method has been applied to obtain approximate solution to a wide class of ordinary and partial differential equation problems arising from Physics, Chemistry, Biology and Engineering. In this paper, a numerical solution of delay differential Equations (DDE) based on the Adomian Decomposition Method (ADM) is presented. The solutions obtained were without discretization nor linearization. Example problems were solved for demonstration. Keywords: Adomian Decomposition, Delay Differential Equations (DDE), Functional Equations , Method of Characteristic.
Toeplitz Hermitian Positive Definite (THPD) matrices play an important role in signal processing and computer graphics and circular models, related to angular / periodic data, have vide applications in various walks of life. Visualizing a circular model through THPD matrix the required computations on THPD matrices using single bordering and double bordering are discussed. It can be seen that every tridiagonal THPD leads to Cardioid model.
International Journal of Mathematics and Statistics Invention (IJMSI) inventionjournals
International Journal of Mathematics and Statistics Invention (IJMSI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJMSI publishes research articles and reviews within the whole field Mathematics and Statistics, 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.
Isoparametric bilinear quadrilateral element _ ppt presentationFilipe Giesteira
The theoretical formulation of an isoparametric element, from the Lagrange family. In addition, the MATLAB code of the FEM from the bilinear element with four nodes was also implemented.
Assignment developed in the scope of the finite element method course, lectured at FEUP (Faculdade de Engenharia da Universidade do Porto).
The paper reports on an iteration algorithm to compute asymptotic solutions at any order for a wide class of nonlinear
singularly perturbed difference equations.
Flip bifurcation and chaos control in discrete-time Prey-predator model irjes
The dynamics of discrete-time prey-predator model are investigated. The result indicates that the
model undergo a flip bifurcation which found by using center manifold theorem and bifurcation theory.
Numerical simulation not only illustrate our results, but also exhibit the complex dynamic behavior, such as the
periodic doubling in period-2, -4 -8, quasi- periodic orbits and chaotic set. Finally, the feedback control method
is used to stabilize chaotic orbits at an unstable interior point.
On the Numerical Fixed Point Iterative Methods of Solution for the Boundary V...BRNSS Publication Hub
In this research work, we have studied the finite difference method and used it to solve elliptic partial differential equation (PDE). The effect of the mesh size on typical elliptic PDE has been investigated. The effect of tolerance on the numerical methods used, speed of convergence, and number of iterations was also examined. Three different elliptic PDE’s; the Laplace’s equation, Poisons equation with the linear inhomogeneous term, and Poisons equations with non-linear inhomogeneous term were used in the study. Computer program was written and implemented in MATLAB to carry out lengthy calculations. It was found that the application of the finite difference methods to an elliptic PDE transforms the PDE to a system of algebraic equations whose coefficient matrix has a block tri-diagonal form. The analysis carried out shows that the accuracy of solutions increases as the mesh is decreased and that the solutions are affected by round off errors. The accuracy of solutions increases as the number of the iterations increases, also the more efficient iterative method to use is the SOR method due to its high degree of accuracy and speed of convergence
BER Performance for Convalutional Code with Soft & Hard Viterbi DecodingIJMER
Viterbi decoding has a fixed decoding time. It is well suited to hardware decoder. Hear we proposed Viterbi algorithm with Decoding rate 1/3. Which dynamically improve performance of the channel
Isoparametric bilinear quadrilateral element _ ppt presentationFilipe Giesteira
The theoretical formulation of an isoparametric element, from the Lagrange family. In addition, the MATLAB code of the FEM from the bilinear element with four nodes was also implemented.
Assignment developed in the scope of the finite element method course, lectured at FEUP (Faculdade de Engenharia da Universidade do Porto).
The paper reports on an iteration algorithm to compute asymptotic solutions at any order for a wide class of nonlinear
singularly perturbed difference equations.
Flip bifurcation and chaos control in discrete-time Prey-predator model irjes
The dynamics of discrete-time prey-predator model are investigated. The result indicates that the
model undergo a flip bifurcation which found by using center manifold theorem and bifurcation theory.
Numerical simulation not only illustrate our results, but also exhibit the complex dynamic behavior, such as the
periodic doubling in period-2, -4 -8, quasi- periodic orbits and chaotic set. Finally, the feedback control method
is used to stabilize chaotic orbits at an unstable interior point.
On the Numerical Fixed Point Iterative Methods of Solution for the Boundary V...BRNSS Publication Hub
In this research work, we have studied the finite difference method and used it to solve elliptic partial differential equation (PDE). The effect of the mesh size on typical elliptic PDE has been investigated. The effect of tolerance on the numerical methods used, speed of convergence, and number of iterations was also examined. Three different elliptic PDE’s; the Laplace’s equation, Poisons equation with the linear inhomogeneous term, and Poisons equations with non-linear inhomogeneous term were used in the study. Computer program was written and implemented in MATLAB to carry out lengthy calculations. It was found that the application of the finite difference methods to an elliptic PDE transforms the PDE to a system of algebraic equations whose coefficient matrix has a block tri-diagonal form. The analysis carried out shows that the accuracy of solutions increases as the mesh is decreased and that the solutions are affected by round off errors. The accuracy of solutions increases as the number of the iterations increases, also the more efficient iterative method to use is the SOR method due to its high degree of accuracy and speed of convergence
BER Performance for Convalutional Code with Soft & Hard Viterbi DecodingIJMER
Viterbi decoding has a fixed decoding time. It is well suited to hardware decoder. Hear we proposed Viterbi algorithm with Decoding rate 1/3. Which dynamically improve performance of the channel
Effect of V Notch Shape on Fatigue Life in Steel Beam Made of High Carbon St...IJMER
The present work includes study effect of V notch shape with various angle orientation and
depths on fatigue life behavior in steel beam made of High Carbon Steel alloy AISI 1078 which has a wide
application in industry. Fatigue life of notched specimens is calculated using the fatigue life obtained from
the experiments for smooth specimens (reference) and by use Numerical method (FEA).The fatigue
experiments were carried out at room temperature, applying a fully reversed cyclic load with the
frequency of 50 Hz and mean stress equal to zero (R= -1), on a cantilever rotating-bending fatigue testing
machine. The stress ratio was kept constant throughout the experiment. Different instruments have been
used in this investigation like Chemical composition analyzer , Tensile universal testing machine
,Hardness tester , Fatigue testing machine and Scanning Electron Microscope (SEM).The results show
that there is acceptable error between experimental and numerical works
Evaluation of Tensile and Flexural Properties of Polymer Matrix CompositesIJMER
International Journal of Modern Engineering Research (IJMER) is Peer reviewed, online Journal. It serves as an international archival forum of scholarly research related to engineering and science education.
International Journal of Modern Engineering Research (IJMER) is Peer reviewed, online Journal. It serves as an international archival forum of scholarly research related to engineering and science education.
International Journal of Modern Engineering Research (IJMER) covers all the fields of engineering and science: Electrical Engineering, Mechanical Engineering, Civil Engineering, Chemical Engineering, Computer Engineering, Agricultural Engineering, Aerospace Engineering, Thermodynamics, Structural Engineering, Control Engineering, Robotics, Mechatronics, Fluid Mechanics, Nanotechnology, Simulators, Web-based Learning, Remote Laboratories, Engineering Design Methods, Education Research, Students' Satisfaction and Motivation, Global Projects, and Assessment…. And many more.
Design and Implmentation of Circular Cross Sectional Pressure Vessel Using Pr...IJMER
International Journal of Modern Engineering Research (IJMER) is Peer reviewed, online Journal. It serves as an international archival forum of scholarly research related to engineering and science education.
International Journal of Modern Engineering Research (IJMER) covers all the fields of engineering and science: Electrical Engineering, Mechanical Engineering, Civil Engineering, Chemical Engineering, Computer Engineering, Agricultural Engineering, Aerospace Engineering, Thermodynamics, Structural Engineering, Control Engineering, Robotics, Mechatronics, Fluid Mechanics, Nanotechnology, Simulators, Web-based Learning, Remote Laboratories, Engineering Design Methods, Education Research, Students' Satisfaction and Motivation, Global Projects, and Assessment…. And many more.
Testing of web services Based on Ontology Management ServiceIJMER
International Journal of Modern Engineering Research (IJMER) is Peer reviewed, online Journal. It serves as an international archival forum of scholarly research related to engineering and science education.
International Journal of Modern Engineering Research (IJMER) covers all the fields of engineering and science: Electrical Engineering, Mechanical Engineering, Civil Engineering, Chemical Engineering, Computer Engineering, Agricultural Engineering, Aerospace Engineering, Thermodynamics, Structural Engineering, Control Engineering, Robotics, Mechatronics, Fluid Mechanics, Nanotechnology, Simulators, Web-based Learning, Remote Laboratories, Engineering Design Methods, Education Research, Students' Satisfaction and Motivation, Global Projects, and Assessment…. And many more.
Optical and Impedance Spectroscopy Study of ZnS NanoparticlesIJMER
International Journal of Modern Engineering Research (IJMER) is Peer reviewed, online Journal. It serves as an international archival forum of scholarly research related to engineering and science education.
International Journal of Modern Engineering Research (IJMER) covers all the fields of engineering and science: Electrical Engineering, Mechanical Engineering, Civil Engineering, Chemical Engineering, Computer Engineering, Agricultural Engineering, Aerospace Engineering, Thermodynamics, Structural Engineering, Control Engineering, Robotics, Mechatronics, Fluid Mechanics, Nanotechnology, Simulators, Web-based Learning, Remote Laboratories, Engineering Design Methods, Education Research, Students' Satisfaction and Motivation, Global Projects, and Assessment…. And many more.
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
The papers for publication in The International Journal of Engineering& Science are selected through rigorous peer reviews to ensure originality, timeliness, relevance, and readability.
This paper focuses on showing that much of the theoretical part of linear algebra works fairly well without determinants and provides proofs for most of the major structure, theorems of linear algebra without resorting to determinants.
On α-characteristic Equations and α-minimal Polynomial of Rectangular MatricesIOSR Journals
In this paper, we study rectangular matrices which satisfy the criteria of the Cayley-Hamilton
theorem for a square matrix.Various results on characteristic polynomials, characteristic equations,
eigenvalues and α-minimal polynomial of rectangular matrices are proved.
AMS SUBJECT CLASSIFICATION CODE: 17D20(γ,δ).
Solvability of system of intuitionistic fuzzy linear equationsijfls
In this paper, it is shown that for a system of intuitionistic fuzzy linear equations of the form AÄx = b is
said to be solvable if, for a definite solution x(A;b) , AÄ x(A;b) = b holds, otherwise unsolvable. In
general AÄ x(A;b) £ b holds always, so taking a tolerable solution of an unsolvable system, keeping
right hand side of the system constant, modification of the left hand side intuitionistic fuzzy matrix A has
been made, such that, the system will be solvable with the help of Chebychev Approximation. The maximum
solution of the system is also defined here.
Maximum likelihood estimation (MLE) is a popular method for parameter estimation in both applied probability and statistics but MLE cannot solve the problem of incomplete data or hidden data because it is impossible to maximize likelihood function from hidden data. Expectation maximum (EM) algorithm is a powerful mathematical tool for solving this problem if there is a relationship between hidden data and observed data. Such hinting relationship is specified by a mapping from hidden data to observed data or by a joint probability between hidden data and observed data. In other words, the relationship helps us know hidden data by surveying observed data. The essential ideology of EM is to maximize the expectation of likelihood function over observed data based on the hinting relationship instead of maximizing directly the likelihood function of hidden data. Pioneers in EM algorithm proved its convergence. As a result, EM algorithm produces parameter estimators as well as MLE does. This tutorial aims to provide explanations of EM algorithm in order to help researchers comprehend it. Moreover some improvements of EM algorithm are also proposed in the tutorial such as combination of EM and third-order convergence Newton-Raphson process, combination of EM and gradient descent method, and combination of EM and particle swarm optimization (PSO) algorithm.
One important property of orthogonal sets is that they are linearly independent. To see why, suppose that we have a linear combination of the vectors in the set that equals zero: c_1 v_1 + c_2 v_2 + ... + c_n v_n = 0. Taking the dot product of both sides with v_i, we get c_i ||v_i||^2 = 0, where ||v_i|| represents the length of the vector v_i. Since the vectors are not zero, ||v_i|| ≠ 0, so we must have c_i = 0. Thus, the only linear combination that equals zero is the trivial one, which means that the vectors in the set are linearly independent.
Another important property of orthogonal sets is that they can be used to form an orthonormal set, which is a set of vectors that are orthogonal and have unit length. To obtain an orthonormal set from an orthogonal set, we simply divide each vector by its length: {v_1/||v_1||, v_2/||v_2||, ..., v_n/||v_n||}. This set is still orthogonal, since the dot product of any two distinct vectors is zero, and it is orthonormal, since the length of each vector is one.
An orthogonal basis is a basis of a vector space that is also an orthogonal set. That is, the basis vectors are mutually perpendicular to each other. One important property of orthogonal bases is that they are automatically orthonormal, since we can simply divide each vector by its length to obtain a unit vector.
Orthogonal bases have many applications in linear algebra. For example, they can be used to find the coordinates of a vector with respect to a given basis. Suppose we have an orthogonal basis {v_1, v_2, ..., v_n} for a vector space V. Then, any vector v ∈ V can be written as a linear combination of the basis vectors: v = c_1 v_1 + c_2 v_2 + ... + c_n v_n. To find the coefficients c_i, we can take the dot product of both sides with v_i: v · v_i = (c_1 v_1 + c_2 v_2 + ... + c_n v_n) · v_i = c_i ||v_i||^2, since the dot product of any two distinct basis vectors is zero. Therefore, c_i = (v · v_i)/||v_i||^2. This formula allows us to compute the coordinates of v with respect to the basis {v_1, v_2, ..., v_n}.
Orthogonal bases also have applications in diagonalization. Suppose we have a linear transformation T : V → V that is represented by a matrix A with respect to an orthogonal basis {v_1, v_2, ..., v_n}. Then, the matrix A is also orthogonal, since the columns of A are the coordinates of the basis vectors with respect to the standard basis. Since A is orthogonal, its inverse is its transpose: A^T. Therefore, we can diagonalize A by finding an orthogonal basis of
On Fully Indecomposable Quaternion Doubly Stochastic Matricesijtsrd
In traditional years, fully indecomposable matrices have played an vital part in various research topics. For example, they have been used in establishing a necessary condition for a matrix to have a positive inverse also, in the case of simultaneously row and column scaling sub ordinate to the unitarily invariant norms, the minimal condition number diagonalizable, sub stochastic matrices , Kronecker products is achieved for fully indecomposable matrices. In the existence of diagonal matrices D1 and D2 , with strictly positive diagonal elements, such that D1 AD2 is quaternion doubly stochastic, is established for an nXn non negative fully indecomposable matrix A. In a related scaling for fully indecomposable non negative rectangular matrices is also discussed. Dr. Gunasekaran K. | Mrs. Seethadevi R. "On Fully Indecomposable Quaternion Doubly Stochastic Matrices" 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/ijtsrd25351.pdfPaper URL: https://www.ijtsrd.com/mathemetics/other/25351/on-fully-indecomposable-quaternion-doubly-stochastic-matrices/dr-gunasekaran-k
5. Linear Algebra for Machine Learning: Singular Value Decomposition and Prin...Ceni Babaoglu, PhD
The seminar series will focus on the mathematical background needed for machine learning. The first set of the seminars will be on "Linear Algebra for Machine Learning". Here are the slides of the fifth part which is discussing singular value decomposition and principal component analysis.
Here are the slides of the first part which was discussing linear systems: https://www.slideshare.net/CeniBabaogluPhDinMat/linear-algebra-for-machine-learning-linear-systems/1
Here are the slides of the second part which was discussing basis and dimension:
https://www.slideshare.net/CeniBabaogluPhDinMat/2-linear-algebra-for-machine-learning-basis-and-dimension
Here are the slides of the third part which is discussing factorization and linear transformations.
https://www.slideshare.net/CeniBabaogluPhDinMat/3-linear-algebra-for-machine-learning-factorization-and-linear-transformations-130813437
Here are the slides of the fourth part which is discussing eigenvalues and eigenvectors.
https://www.slideshare.net/CeniBabaogluPhDinMat/4-linear-algebra-for-machine-learning-eigenvalues-eigenvectors-and-diagonalization
A Quadripartitioned Neutrosophic Pythagorean (QNP) set is a powerful general format framework that generalizes the concept of Quadripartitioned Neutrosophic Sets and Neutrosophic Pythagorean Sets. In this paper, we apply the notion of quadripartitioned Neutrosophic Pythagorean sets to Lie algebras. We develop the concept of QNP Lie subalgebras and QNP Lie ideals. We describe some interesting results of QNP Lie ideals.
A Study on Translucent Concrete Product and Its Properties by Using Optical F...IJMER
- Translucent concrete is a concrete based material with light-transferring properties,
obtained due to embedded light optical elements like Optical fibers used in concrete. Light is conducted
through the concrete from one end to the other. This results into a certain light pattern on the other
surface, depending on the fiber structure. Optical fibers transmit light so effectively that there is
virtually no loss of light conducted through the fibers. This paper deals with the modeling of such
translucent or transparent concrete blocks and panel and their usage and also the advantages it brings
in the field. The main purpose is to use sunlight as a light source to reduce the power consumption of
illumination and to use the optical fiber to sense the stress of structures and also use this concrete as an
architectural purpose of the building
Developing Cost Effective Automation for Cotton Seed DelintingIJMER
A low cost automation system for removal of lint from cottonseed is to be designed and
developed. The setup consists of stainless steel drum with stirrer in which cottonseeds having lint is mixed
with concentrated sulphuric acid. So lint will get burn. This lint free cottonseed treated with lime water to
neutralize acidic nature. After water washing this cottonseeds are used for agriculter purpose
Study & Testing Of Bio-Composite Material Based On Munja FibreIJMER
The incorporation of natural fibres such as munja fiber composites has gained
increasing applications both in many areas of Engineering and Technology. The aim of this study is to
evaluate mechanical properties such as flexural and tensile properties of reinforced epoxy composites.
This is mainly due to their applicable benefits as they are light weight and offer low cost compared to
synthetic fibre composites. Munja fibres recently have been a substitute material in many weight-critical
applications in areas such as aerospace, automotive and other high demanding industrial sectors. In
this study, natural munja fibre composites and munja/fibreglass hybrid composites were fabricated by a
combination of hand lay-up and cold-press methods. A new variety in munja fibre is the present work
the main aim of the work is to extract the neat fibre and is characterized for its flexural characteristics.
The composites are fabricated by reinforcing untreated and treated fibre and are tested for their
mechanical, properties strictly as per ASTM procedures.
Hybrid Engine (Stirling Engine + IC Engine + Electric Motor)IJMER
Hybrid engine is a combination of Stirling engine, IC engine and Electric motor. All these 3 are
connected together to a single shaft. The power source of the Stirling engine will be a Solar Panel. The aim of
this is to run the automobile using a Hybrid engine
Fabrication & Characterization of Bio Composite Materials Based On Sunnhemp F...IJMER
The present day technology demands eco-friendly developments. In this era the
composite material are playing a vital roal in different field of Engineering .The composite materials
are using as a principle materials. Nowaday the composite materials are utilizing as a important
component of engineering field .Where as the importance of the applications of composites is well
known, but thrust on the use of natural fibres in it for reinforcement has been given priority for some
times. But changing from synthetic fibres to natural fibres provides only half green-composites. A
partial green composite will be achieved if the matrix component is also eco-friendly. Keeping this in
view, a detailed literature surveyed has been carried out through various issues of the Journals
related to this field. The material systems used are sunnhemp fibres. Some epoxy and hardener has
been also added for stability and drying of the bio-composites. Various graphs and bar-charts are
super-imposed on each other for comparison among themselves and Graphs is plotted on MAT LAB
and ORIGIN 6.0 software. To determining tensile strengths, Various properties for different biocomposites
have been compared among themselves. Comparison of the behaviour of bio-composites of
this work has been also compare with other works. The bio-composites developed in this work are
likely to get applications in fall ceilings, partitions, bio-degradable packagings, automotive interiors,
sports things (e.g. rackets, nets, etc.), toys etc.
Geochemistry and Genesis of Kammatturu Iron Ores of Devagiri Formation, Sandu...IJMER
The Greenstone belts of Karnataka are enriched in BIFs in Dharwar craton, where Iron
formations are confined to the basin shelf, clearly separated from the deeper-water iron formation that
accumulated at the basin margin and flanking the marine basin. Geochemical data procured in terms of
major, trace and REE are plotted in various diagrams to interpret the genesis of BIFs. Al2O3, Fe2O3 (T),
TiO2, CaO, and SiO2 abundances and ratios show a wide variation. Ni, Co, Zr, Sc, V, Rb, Sr, U, Th,
ΣREE, La, Ce and Eu anomalies and their binary relationships indicate that wherever the terrigenous
component has increased, the concentration of elements of felsic such as Zr and Hf has gone up. Elevated
concentrations of Ni, Co and Sc are contributed by chlorite and other components characteristic of basic
volcanic debris. The data suggest that these formations were generated by chemical and clastic
sedimentary processes on a shallow shelf. During transgression, chemical precipitation took place at the
sediment-water interface, whereas at the time of regression. Iron ore formed with sedimentary structures
and textures in Kammatturu area, in a setting where the water column was oxygenated.
Experimental Investigation on Characteristic Study of the Carbon Steel C45 in...IJMER
In this paper, the mechanical characteristics of C45 medium carbon steel are investigated
under various working conditions. The main characteristic to be studied on this paper is impact toughness
of the material with different configurations and the experiment were carried out on charpy impact testing
equipment. This study reveals the ability of the material to absorb energy up to failure for various
specimen configurations under different heat treated conditions and the corresponding results were
compared with the analysis outcome
Non linear analysis of Robot Gun Support Structure using Equivalent Dynamic A...IJMER
Robot guns are being increasingly employed in automotive manufacturing to replace
risky jobs and also to increase productivity. Using a single robot for a single operation proves to be
expensive. Hence for cost optimization, multiple guns are mounted on a single robot and multiple
operations are performed. Robot Gun structure is an efficient way in which multiple welds can be done
simultaneously. However mounting several weld guns on a single structure induces a variety of
dynamic loads, especially during movement of the robot arm as it maneuvers to reach the weld
locations. The primary idea employed in this paper, is to model those dynamic loads as equivalent G
force loads in FEA. This approach will be on the conservative side, and will be saving time and
subsequently cost efficient. The approach of the paper is towards creating a standard operating
procedure when it comes to analysis of such structures, with emphasis on deploying various technical
aspects of FEA such as Non Linear Geometry, Multipoint Constraint Contact Algorithm, Multizone
meshing .
Static Analysis of Go-Kart Chassis by Analytical and Solid Works SimulationIJMER
This paper aims to do modelling, simulation and performing the static analysis of a go
kart chassis consisting of Circular beams. Modelling, simulations and analysis are performed using 3-D
modelling software i.e. Solid Works and ANSYS according to the rulebook provided by Indian Society of
New Era Engineers (ISNEE) for National Go Kart Championship (NGKC-14).The maximum deflection is
determined by performing static analysis. Computed results are then compared to analytical calculation,
where it is found that the location of maximum deflection agrees well with theoretical approximation but
varies on magnitude aspect.
In récent year various vehicle introduced in market but due to limitation in
carbon émission and BS Séries limitd speed availability vehicle in the market and causing of
environnent pollution over few year There is need to decrease dependancy on fuel vehicle.
bicycle is to be modified for optional in the future To implement new technique using change in
pedal assembly and variable speed gearbox such as planetary gear optimise speed of vehicle
with variable speed ratio.To increase the efficiency of bicycle for confortable drive and to
reduce torque appli éd on bicycle. we introduced epicyclic gear box in which transmission done
throgh Chain Drive (i.e. Sprocket )to rear wheel with help of Epicyclical gear Box to give
number of différent Speed during driving.To reduce torque requirent in the cycle with change in
the pedal mechanism
Integration of Struts & Spring & Hibernate for Enterprise ApplicationsIJMER
The proposal of this paper is to present Spring Framework which is widely used in
developing enterprise applications. Considering the current state where applications are developed using
the EJB model, Spring Framework assert that ordinary java beans(POJO) can be utilize with minimal
modifications. This modular framework can be used to develop the application faster and can reduce
complexity. This paper will highlight the design overview of Spring Framework along with its features that
have made the framework useful. The integration of multiple frameworks for an E-commerce system has
also been addressed in this paper. This paper also proposes structure for a website based on integration of
Spring, Hibernate and Struts Framework.
Microcontroller Based Automatic Sprinkler Irrigation SystemIJMER
Microcontroller based Automatic Sprinkler System is a new concept of using
intelligence power of embedded technology in the sprinkler irrigation work. Designed system replaces
the conventional manual work involved in sprinkler irrigation to automatic process. Using this system a
farmer is protected against adverse inhuman weather conditions, tedious work of changing over of
sprinkler water pipe lines & risk of accident due to high pressure in the water pipe line. Overall
sprinkler irrigation work is transformed in to a comfortableautomatic work. This system provides
flexibility & accuracy in respect of time set for the operation of a sprinkler water pipe lines. In present
work the author has designed and developed an automatic sprinkler irrigation system which is
controlled and monitored by a microcontroller interfaced with solenoid valves.
On some locally closed sets and spaces in Ideal Topological SpacesIJMER
In this paper we introduce and characterize some new generalized locally closed sets
known as
δ
ˆ
s-locally closed sets and spaces are known as
δ
ˆ
s-normal space and
δ
ˆ
s-connected space and
discussed some of their properties
Intrusion Detection and Forensics based on decision tree and Association rule...IJMER
This paper present an approach based on the combination of, two techniques using
decision tree and Association rule mining for Probe attack detection. This approach proves to be
better than the traditional approach of generating rules for fuzzy expert system by clustering methods.
Association rule mining for selecting the best attributes together and decision tree for identifying the
best parameters together to create the rules for fuzzy expert system. After that rules for fuzzy expert
system are generated using association rule mining and decision trees. Decision trees is generated for
dataset and to find the basic parameters for creating the membership functions of fuzzy inference
system. Membership functions are generated for the probe attack. Based on these rules we have
created the fuzzy inference system that is used as an input to neuro-fuzzy system. Fuzzy inference
system is loaded to neuro-fuzzy toolbox as an input and the final ANFIS structure is generated for
outcome of neuro-fuzzy approach. The experiments and evaluations of the proposed method were
done with NSL-KDD intrusion detection dataset. As the experimental results, the proposed approach
based on the combination of, two techniques using decision tree and Association rule mining
efficiently detected probe attacks. Experimental results shows better results for detecting intrusions as
compared to others existing methods
Natural Language Ambiguity and its Effect on Machine LearningIJMER
"Natural language processing" here refers to the use and ability of systems to process
sentences in a natural language such as English, rather than in a specialized artificial computer
language such as C++. The systems of real interest here are digital computers of the type we think of as
personal computers and mainframes. Of course humans can process natural languages, but for us the
question is whether digital computers can or ever will process natural languages. We have tried to
explore in depth and break down the types of ambiguities persistent throughout the natural languages
and provide an answer to the question “How it affects the machine translation process and thereby
machine learning as whole?” .
Today in era of software industry there is no perfect software framework available for
analysis and software development. Currently there are enormous number of software development
process exists which can be implemented to stabilize the process of developing a software system. But no
perfect system is recognized till yet which can help software developers for opting of best software
development process. This paper present the framework of skillful system combined with Likert scale. With
the help of Likert scale we define a rule based model and delegate some mass score to every process and
develop one tool name as MuxSet which will help the software developers to select an appropriate
development process that may enhance the probability of system success.
Material Parameter and Effect of Thermal Load on Functionally Graded CylindersIJMER
The present study investigates the creep in a thick-walled composite cylinders made
up of aluminum/aluminum alloy matrix and reinforced with silicon carbide particles. The distribution
of SiCp is assumed to be either uniform or decreasing linearly from the inner to the outer radius of
the cylinder. The creep behavior of the cylinder has been described by threshold stress based creep
law with a stress exponent of 5. The composite cylinders are subjected to internal pressure which is
applied gradually and steady state condition of stress is assumed. The creep parameters required to
be used in creep law, are extracted by conducting regression analysis on the available experimental
results. The mathematical models have been developed to describe steady state creep in the composite
cylinder by using von-Mises criterion. Regression analysis is used to obtain the creep parameters
required in the study. The basic equilibrium equation of the cylinder and other constitutive equations
have been solved to obtain creep stresses in the cylinder. The effect of varying particle size, particle
content and temperature on the stresses in the composite cylinder has been analyzed. The study
revealed that the stress distributions in the cylinder do not vary significantly for various combinations
of particle size, particle content and operating temperature except for slight variation observed for
varying particle content. Functionally Graded Materials (FGMs) emerged and led to the development
of superior heat resistant materials.
Energy Audit is the systematic process for finding out the energy conservation
opportunities in industrial processes. The project carried out studies on various energy conservation
measures application in areas like lighting, motors, compressors, transformer, ventilation system etc.
In this investigation, studied the technical aspects of the various measures along with its cost benefit
analysis.
Investigation found that major areas of energy conservation are-
1. Energy efficient lighting schemes.
2. Use of electronic ballast instead of copper ballast.
3. Use of wind ventilators for ventilation.
4. Use of VFD for compressor.
5. Transparent roofing sheets to reduce energy consumption.
So Energy Audit is the only perfect & analyzed way of meeting the Industrial Energy Conservation.
An Implementation of I2C Slave Interface using Verilog HDLIJMER
The focus of this paper is on implementation of Inter Integrated Circuit (I2C) protocol
following slave module for no data loss. In this paper, the principle and the operation of I2C bus protocol
will be introduced. It follows the I2C specification to provide device addressing, read/write operation and
an acknowledgement. The programmable nature of device provide users with the flexibility of configuring
the I2C slave device to any legal slave address to avoid the slave address collision on an I2C bus with
multiple slave devices. This paper demonstrates how I2C Master controller transmits and receives data to
and from the Slave with proper synchronization.
The module is designed in Verilog and simulated in ModelSim. The design is also synthesized in Xilinx
XST 14.1. This module acts as a slave for the microprocessor which can be customized for no data loss.
Discrete Model of Two Predators competing for One PreyIJMER
This paper investigates the dynamical behavior of a discrete model of one prey two
predator systems. The equilibrium points and their stability are analyzed. Time series plots are obtained
for different sets of parameter values. Also bifurcation diagrams are plotted to show dynamical behavior
of the system in selected range of growth parameter
Discrete Model of Two Predators competing for One Prey
G0502 01 3236
1. International
OPEN ACCESS Journal
Of Modern Engineering Research (IJMER)
| IJMER | ISSN: 2249–6645 | www.ijmer.com | Vol. 5 | Iss.2| Feb. 2015 | 32|
On Normal and Unitary Polynomial Matrices
G. Ramesh1
, P. N. Sudha2
, R. Gajalakshmi3
1
(Department of Mathemtics, Govt Arts College (Auto), Kumbakonam,Tamil Nadu, India)
2, 3
(Department of Mathemtics, Periyar Maniammai University, Thanjavur, Tamil Nadu, India
I. INTRODUCTION
In matrix theory, we come across some special types of matrices and two among these are normal
matrix and unitary matrix. The normal matrix plays an important role in the spectral theory of rectangular
matrices and in the theory of generalized inverses. In 1918, the concept of normal matrix with entries from the
complex field was introduced by O. Toeplitz who gave a necessary and sufficient condition for a complex
matrix to be normal. Unitary matrices have significant importance in quantum mechanics because they
preserve norms, and thus, probability amplitudes.
In this paper we have introduced polynomial normal matrix and polynomial unitary matrix. Some
properties about these matrices are discussed.
Definition 1.1[1]
A matrix nMA is said to be normal if
**
AAAA , where
*
A is the complex conjugate transpose of
A.
Theorem 1.2[1]
If A and B are normal and AB = BA then AB is normal.
Definition 1.3[2]
Let nxnCA . The matrix B is said to be unitarily equivalent to A if there exists an unitary matrix U such
that .*
AUUB
Theorem 1.4 [3]
If nMA is normal if and only if every matrix unitarily equivalent to A is normal.
Theorem 1.5 [2]
A is normal if and only if it is unitarily similar to a diagonal matrix.
Definition 1.6[2]
A complex matrix nMU is unitary if .*
IUU
Theorem 1.7 [2]
An n x n complex matrix A is unitary if and only if row (or column) vectors form an orthonormal set
in Cn
.
Theorem 1.8[2]
U is unitary if and only if
U is unitary.
Theorem 1.9[2]
Determinant value of unitary matrix is unity.
Theorem 1.10[2]
If nMU is unitary then it is diagonalizable.
Definition 1.11[4]
ABSTRACT: The properties of polynomial hermitian, polynomial normal and polynomial unitary
matrices are discussed. A characterization for polynomial normal matrix is obtained.
Keywords: Hermitian, normal, unitary matrices, polynomial hermitian, polynomial normal, polynomial
unitary matrices.
2. On Normal and Unitary Polynomial Matrices
| IJMER | ISSN: 2249–6645 | www.ijmer.com | Vol. 5 | Iss.2| Feb. 2015 | 33|
A Polynomial matrix is a matrix whose elements are polynomials.
Example 1.12
Let
2
22
21
1
)(
xxx
xxx
xA = 01
2
2 AAA be a polynomial matrix.
II. Polynomial Normal Matrices
Definition 2.1
A polynomial normal matrix is a polynomial matrix whose coefficient matrices are normal matrices.
Example 2.2
iiiiii
iiiiii
A
322
22
)( 22
22
=
ii
ii
ii
ii
ii
ii 2
32
2
2
2
= 01
2
2 AAA , where 210 , AandAA are normal matrices.
Some results on Polynomial normal matrices:
Theorem 2.4
If )(A and )(B are polynomial normal matrices and )()()()( ABBA then )()( BA is a
polynomial normal matrix.
Proof
Let
n
nAAAA ............)( 10 and
n
nBBBB ............)( 10 be polynomial
normal matrices, nn BBBBandAAAA ,.....,,,,.....,,, 210210 are normal matrices. And also given
)()()()( ABBA .
n
nnnO BABABABABABABA 011001100 ...................)()()(
n
nnnO ABABABABABABAB 011001100 ...................)()()( .
Here each coefficients of and constants terms are equal.
i.e. OO ABBA 00
0110 BABA = 0110 ABAB 10BA = 10 AB and 01BA = 01 AB ………..
0110 .......... BABABA nnn = 0110 .......... ABABAB nnn
nOn ABBA 0 , 1111 nn ABBA ,………………., Onn ABBA 0 .
Now we prove )()( BA is normal.
)]([)]()[()()]()()][()([ BABABABA
)]()[()]([)( BBAA
)()]()[()]([ BBAA
)()()]([)]([ BABA
)]()([)]()([ BABA
Hence )()( BA is normal.
Example 2.5
Let
iiii
iiii
A
22
22
)( 22
22
=
0
0
20
02
2
2 2
i
i
i
i
ii
ii
3. On Normal and Unitary Polynomial Matrices
| IJMER | ISSN: 2249–6645 | www.ijmer.com | Vol. 5 | Iss.2| Feb. 2015 | 34|
01
2
2 AAA be polynomial normal matrix, where 210 , AandAA are normal
matrices and let
iiii
iiii
B
22
22
)( 2
2
=
ii
ii
i
i
i
i
20
02
02
20 2
01
2
2 BBB be polynomial normal matrix, where 210 , BandBB are normal
matrices and
)()( BA = )()( AB = .
12524142
14212524
23424
24234
Now we have to prove )()( BA is normal.
That is,
)]()()][()( BABA = )]()([)]()([ BABA
248
83052401620
0
0
248
83052401620
2
345678
2
345678
Hence )()( BA is normal.
Theorem 2.6
If )(A is a polynomial normal matrix if and only if every polynomial matrix unitarily equivalent to )(A
is polynomial normal matrix.
Proof
Suppose )(A is polynomial normal matrix and ),()()()( *
UAUB where )(U is
polynomial unitary matrix. Now we show that )(B is polynomial normal matrix.
))()()(())()()(()()( UAUUAUBB
= )()()()( UAAU
= )()()()( UAAU
))()()(())()()(( UAUUAU
=
)()( BB
Hence )(B is polynomial normal matrix.
Conversely, assume )(B is polynomial normal matrix. To prove )(A is polynomial normal
matrix. To prove A is polynomial normal matrix
))()()(()( UAUB
is normal
))()()(())()()(())()()(())()()(( UAUUAUUAUUAU
)()())()(()()()()())()()(()( UAUUAUUAUUAU
)()()(()()()( UAAUUAAU
Pre multiply by )(U and post multiply by
)(U , we get
AAAA
)()()(
Hence )(A is a polynomial normal matrix.
4. On Normal and Unitary Polynomial Matrices
| IJMER | ISSN: 2249–6645 | www.ijmer.com | Vol. 5 | Iss.2| Feb. 2015 | 35|
Result 2.7
Let m
mAAAA .....10 and m
mBBBB .....10 be polynomial matrix, where
Ai’s, Bi’s Mn(C), i = 0,1,2,………..m are normal matrices and A0B0 =A1B1 =…….AmBm= 0. Then
A0
*
B0 =A1
*
B1 =…….Am
*
Bm= 0.
Proof
Let m
mAAAAA .....2
210 is polynomial normal matrix , where A0, A1....... Am are
normal matrices. And m
mBBBBB .....2
210 is a polynomial matrix and also given A0B0
=A1B1 =…….AmBm= 0. We know that “If A is normal and AB =0 then BA
= 0.”
From this result A0
*
B0 =A1
*
B1 =…….Am
*
Bm= 0.
III. Polynomial Unitary Matrices
Definition 3.1
A Polynomial unitary matrix is a Polynomial matrix whose coefficient matrices are unitary matrices.
Definition 3.2
Let CMBA n, where CMsBsA nii ',' i= 1, 2, ………., m. The polynomial
matrix B is said to be unitarily equivalent to A if there exists a polynomial unitary matrix U such
that B = U
A U .
Theorem 3.3
If U is a Polynomial unitary matrix if and only if U
is Polynomial unitary matrix.
Proof
Let n
nAAAAU .....2
210 be polynomial matrix. Here Ai’s are unitary matrices.
(ie) ....,.........,
*
1
*
10
*
0 IAAIAAIAA nn
To prove U
is polynomial unitary matrix
From (1), n
nAAAU *
1
**
0
*
..... We know that Ai’s are unitary matrices
Hence U
is Polynomial unitary matrix . Similarly we can prove the converse.
Remark: 3.4
Since all the coefficient matrices of a polynomial unitary matrix is unitary their determinant value is one.
Theorem:3.5
If n
nAAAAU .....2
210 is polynomial unitary matrix, where FMA ni and
nAAAA ,....,, 210 are unitary matrices then Ai’s are diagonalizable.
Proof
Given n
nAAAU .....10 is a polynomial unitary matrix, where A0, A1....... An are unitary
matrices. By the result 1.17, we have unitary matrices are diagonalizable.
Therefore A0, A1....... An are diagonalizable.
Result: 3.6
If A is a polynomial unitary matrix then the absolute value of all the eigen values of the coefficient
matrices are unity.
IV. Polynomial Normal And Polynomial Unitary Matrices
Theorem 4.1
Polynomial unitary matrices are polynomial normal matrices.
Proof
We know that unitary matrices are normal. In polynomial unitary matrix all the coefficient matrices are
unitary. Hence by the definition 2.1, we get polynomial unitary matrices are polynomial normal matrices.
Definition 4.2
5. On Normal and Unitary Polynomial Matrices
| IJMER | ISSN: 2249–6645 | www.ijmer.com | Vol. 5 | Iss.2| Feb. 2015 | 36|
A polynomial hermitian matrix is a polynominal matrix whose coefficients are hermitian matrices.
Theorem 4.3
Polynomial hermitian matrix is polynomial normal matrix if the coefficient matrices satisfy
AA =
2
A =
AA
.
Proof
We know that hermitian matrix with
AA =
2
A = AA
is normal. In polynomial hermitian matrix
we have all the coefficient matrices are hermitian. By our hypothesis we have coefficient matrices satisfy the
condition
AA =
2
A = AA
. Now we get all the coefficient matrices are normal.
Hence the theorem.
V. Conclusion
In this paper some of the properties of polynomial hermitian, polynomial normal and polynomial
unitary matrices are derived. Similarly we can extend all the properties of hermitian, normal and unitary
matrices to polynomial hermitian, normal and unitary matrices.
REFERENCES
[1] A.K.Sharma, Text book of Matrix, Robert Grone, Charles R. Johnson, Eduardo M. Sa, Henry Wolkowicz, Linear
Algebra and its Applications, Volume 87, March 1987, Pages 213–225, Normal matrices.
[2] R.A. Horn, C.R. Johnson, Matrix Analysis (Cambridge University Press,Cambridge, 1990).
[3] H. Schwerdtfeger, Introduction to linear algebra and the theory of matrices (P. Noordhoff, Groningen, 1950).
[4] G.Ramesh, P.N.Sudha, “On the Determinant of a Product of Two Polynomial Matrices” IOSR Journal of
Mathematics(IOSR-JM) Vol.10, Issue 6, Ver.II (Nov-Dec.2014),PP 10-13.