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Dr. Jeyakumar G.

Professor, School of Computing, Coimbatore

Qualification: Ph.D
g_jeyakumar@cb.amrita.edu
Dr. Jeyakumar G.'s Google Scholar Profile
Research Interest: Evolutionary Computing, Parallel Algorithms

Bio

Dr G. Jeyakumar received his B.Sc. degree in Mathematics in 1994, M.C.A. degree (under the faculty of Engineering) in 1998 from Bharathidasan University, and Ph.D. degree in Distributed Differential Evolution Algorithm in 2013, from Amrita Vishwa Vidyapeetham, Tamil Nadu, India. He is currently an Professor at School of Computing, Amrita Vishwa Vidyapeetham University, Coimbatore,Tamil Nadu, India. He is working at Amrita Vishwa Vidyapeetham since 2000.

His research interest includes parallelization and applications of evolutionary algorithms, Artificial Intelligence Techniques and Human Modeling. He has published numerous papers in reputed journals and conference proceedings, out of which majority of the papers are indexed in SCOPUS. He has got best paper awards for his publications. He has guided many student projects/thesis belong to the courses B.Tech., M.Tech., M.C.A. and M.Phil. and currently guiding Ph.D. scholars and many UG and PG students.

 

Publications

Journal Article

Year : 2020

Improving the search efficiency of differential evolution algorithm by population diversity analysis and adaptation of mutation step sizes

Cite this Research Publication : Dhanya M. Dhanalakshmy, Akhila, M. S., Vidhya, C. R., and Dr. Jeyakumar G., “Improving the search efficiency of differential evolution algorithm by population diversity analysis and adaptation of mutation step sizes”, International Journal of Advanced Intelligence Paradigms, vol. 15, no. 2, p. 119, 2020.

Publisher : International Journal of Advanced Intelligence Paradigms

Year : 2020

An Evolutionary Computing Approach to Solve Object Identification Problem in Image Processing Applications

Cite this Research Publication : K. Sree and Dr. Jeyakumar G., “An Evolutionary Computing Approach to Solve Object Identification Problem in Image Processing Applications”, Journal of Computational and Theoretical Nanoscience, vol. 17, pp. 439-444, 2020.

Publisher : Journal of Computational and Theoretical Nanoscience

Year : 2019

A Video Analytics System for Class Room Surveillance Applications

Cite this Research Publication : S. Ahmed, Krishnnan, N., Ganta, T., and Dr. Jeyakumar G., “A Video Analytics System for Class Room Surveillance Applications”, International Journal of Recent Technology and Engineering (IJRTE), vol. 7, no. 5S3, 2019

Publisher : International Journal of Recent Technology and Engineering (IJRTE)

Year : 2019

Multi-objective evolutionary algorithm based approach for solving rfid reader placement problem using weight-vector approach with opposition-based learning method

Cite this Research Publication : S. S. Shinde, K., D., Dr. Thangavelu S., and Dr. Jeyakumar G., “Multi-objective evolutionary algorithm based approach for solving rfid reader placement problem using weight-vector approach with opposition-based learning method”, International Journal of Recent Technology and Engineering, vol. 7, pp. 177-184, 2019.

Publisher : International Journal of Recent Technology and Engineering

Year : 2019

Crossover-Free Differential Evolution Algorithm to study the impact of Mutation Scale Factor Parameter

Cite this Research Publication : Dhanya M. Dhanalakshmy, Dr. Jeyakumar G., and Velayutham, C., “Crossover-Free Differential Evolution Algorithm to study the impact of Mutation Scale Factor Parameter”, International Journal on Recent Technology and Engineering, vol. 7, pp. 1728-1737, 2019.

Publisher : International Journal on Recent Technology and Engineering

Year : 2019

Heterogeneous Mixing of Dynamic Differential Evolution Variants in Distributed Frame work for Global Optimisation Problems

Cite this Research Publication : Dr. Shunmuga Velayutham C. and Dr. Jeyakumar G., “Heterogeneous Mixing of Dynamic Differential Evolution Variants in Distributed Frame work for Global Optimisation Problems”, International Journal of Advanced Intelligence Paradigms, vol. 1, p. 1, 2019.

Publisher : International Journal of Advanced Intelligence Paradigms

Year : 2019

Energy efficient green vehicle routing problem

Cite this Research Publication : A. Sruthi, Dr. Anbuudayasankar S. P., and Dr. Jeyakumar G., “Energy efficient green vehicle routing problem”, International Journal of Information Systems and Supply Chain Management, vol. 12, no. 4, pp. 27-41, 2019.

Publisher : International Journal of Information Systems and Supply Chain Management,

Year : 2019

Hybrid feature selection using micro genetic algorithm on microarray gene expression data

Cite this Research Publication : C. Pragadeesh, Jeyaraj, R., Siranjeevi, K., Abishek, R., and Dr. Jeyakumar G., “Hybrid feature selection using micro genetic algorithm on microarray gene expression data”, Journal of Intelligent and Fuzzy Systems, vol. 36, pp. 2241-2246, 2019.

Publisher : Journal of Intelligent and Fuzzy Systems

Year : 2018

Universal Automobile Headlight Control Module for High Beam Adaptation during Night Vision Travel an Embedded Design Approach

Cite this Research Publication : Dr. Jeyakumar G. and M. Siva, S., “Universal Automobile Headlight Control Module for High Beam Adaptation during Night Vision Travel an Embedded Design Approach”, International Journal of Reconfigurable and Embedded Systems (IJRES), , vol. 7, no. 1, pp. 34-42, 2018.

Publisher : International Journal of Reconfigurable and Embedded Systems (IJRES),

Year : 2018

Theoretical analysis and empirical comparison of different population initialization techniques for evolutionary algorithms

Cite this Research Publication : D. K. and Dr. Jeyakumar G., “Theoretical Analysis and Empirical Comparison of Different Population Initialization Techniques for Evolutionary Algorithms”, Indonesian Journal of Electrical Engineering and Computer Science, vol. 12, no. 1, pp. 87-94, 2018.

Publisher : Indonesian Journal of Electrical Engineering and Computer Science

Year : 2016

Empirical analysis on the population diversity of the sub-population in distributed differential evolution algorithm

Cite this Research Publication : R. Raghu and Dr. Jeyakumar G., “Empirical analysis on the population diversity of the sub-population in distributed differential evolution algorithm”, In Proceedings of Springer International Conference on Soft Computing Systems, International Journal of Control Theory and Applications, vol. 8, no. 5, pp. 1809-1816, 2016.

Publisher : In Proceedings of Springer International Conference on Soft Computing Systems, International Journal of Control Theory and Applications.

Year : 2016

A Survey on Adaptation Strategies for Mutation and Crossover Rates of Differential Evolution Algorithm

Cite this Research Publication : Dhanya M. Dhanalakshmy, Pranav, P., and Dr. Jeyakumar G., “A Survey on Adaptation Strategies for Mutation and Crossover Rates of Differential Evolution Algorithm”, International Journal on Advanced Science, Engineering and Information Technology (IJASEIT) (Scopus) , vol. 6, no. 5, pp. 613–623, 2016.

Publisher : International Journal on Advanced Science, Engineering and Information Technology (IJASEIT) (Scopus)

Year : 2016

Mathematical Modelling of Migration Process to Measure Population Diversity of Distributed Evolutionary Algorithms

Cite this Research Publication : R. Raghu and Dr. Jeyakumar G., “Mathematical Modelling of Migration Process to Measure Population Diversity of Distributed Evolutionary Algorithms”, Indian Journal of Science and Technology, vol. 9, no. 31, 2016.

Publisher : Indian Journal of Science and Technology.

Year : 2015

RoBaJe – A Simulated Computational Model for Human Memory to Illustrate Encoding and Decoding of Information

Cite this Research Publication : K. .Roshini, .Bavya, B., and Dr. Jeyakumar G., “RoBaJe – A Simulated Computational Model for Human Memory to Illustrate Encoding and Decoding of Information”, International Journal of Applied Engineering Research, Research India Publications, vol. 9, pp. 26957-26970, 2015.

Publisher : International Journal of Applied Engineering Research, Research India Publications

Year : 2015

Population variance based empirical analysis of the behavior of differential evolution variants

Cite this Research Publication : Dr. Thangavelu S., Dr. Jeyakumar G., and Dr. Shunmuga Velayutham C., “Population variance based empirical analysis of the behavior of differential evolution variants”, Applied Mathematical Sciences, vol. 9, pp. 3249-3263, 2015.

Publisher : Applied Mathematical Sciences

Year : 2015

Population diversity measurement methods to analyze the behavior of differential evolution algorithm

Cite this Research Publication : M. S. Akhila, Vidhya, C. R., and Dr. Jeyakumar G., “Population diversity measurement methods to analyze the behavior of differential evolution algorithm”, International Journal of Control Theory and Applications, vol. 8, pp. 1709-1717, 2016.

Publisher : International Journal of Control Theory and Applications, Serials Publications.

Year : 2015

Empirical performance analysis of distributed differential evolution for varying migration topologies

Cite this Research Publication : M. Sanu and Dr. Jeyakumar G., “Empirical performance analysis of distributed differential evolution for varying migration topologies”, International Journal of Applied Engineering Research, vol. 10, pp. 11919-11932, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Differential evolution with added components for early detection and avoidance of premature convergence in solving unconstrained global optimization problems

Cite this Research Publication : R. R. Reddy and Dr. Jeyakumar G., “Differential evolution with added components for early detection and avoidance of premature convergence in solving unconstrained global optimization problems”, International Journal of Applied Engineering Research, vol. 10, no. 5, pp. 13579-13594, 2015.

Publisher : International Journal of Applied Engineering Research, Research India Publications

Year : 2014

RoBaJe–A Simulated Computational Model for Human Memory to Illustrate Encoding and Decoding of Information

Cite this Research Publication : K. Roshini, Bavya, B., and Dr. Jeyakumar G., “RoBaJe–A Simulated Computational Model for Human Memory to Illustrate Encoding and Decoding of Information”, International Journal of Applied Engineering Research, vol. 9, pp. 26957–26970, 2014.

Publisher : International Journal of Applied Engineering Research

Year : 2014

Learning to identify bad coding practice

Cite this Research Publication : G. K. Deivanayagam, Gayathiri, D., Manikandan, A., Karthik, K. R. Raghul, Dr. Jeyakumar G., and Kriti, N., “Learning to identify bad coding practice”, International Journal of Applied Engineering Research, vol. 9, pp. 6747-6755, 2014.

Publisher : International Journal of Applied Engineering Research

Year : 2013

Distributed mixed variant differential evolution algorithms for unconstrained global optimization

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “Distributed mixed variant differential evolution algorithms for unconstrained global optimization”, Memetic Computing, vol. 5, pp. 275-293, 2013.

Publisher : Memetic Computing

Year : 2013

Distributed heterogeneous mixing of differential and dynamic differential evolution variants for unconstrained global optimization

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “Distributed heterogeneous mixing of differential and dynamic differential evolution variants for unconstrained global optimization”, Soft Computing – Springer, vol. 18, pp. 1949-1965, 2014.

Publisher : Soft Computing

Year : 2012

Differential evolution and dynamic differential evolution variants for unconstrained global optimization – An Empirical Comparative Study

Cite this Research Publication : Dr. Jeyakumar G. and ShunmugaVelayutham, C., “Differential evolution and dynamic differential evolution variants for unconstrained global optimization – An Empirical Comparative Study”, International Journal of Computers and Applications (IJCA), vol. 34, pp. 135-144, 2012.

Publisher : IJCA

Year : 2012

Differential evolution and dynamic differential evolution variants – An empirical comparative performance analysis

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “Differential evolution and dynamic differential evolution variants - An empirical comparative performance analysis”, International Journal of Computers and Applications, vol. 34, pp. 135-144, 2012.

Publisher : International Journal of Computers and Applications

Year : 2011

Convergence Analysis of Differential Evolution Variants on Unconstrained Global Optimization Functions

Cite this Research Publication : Dr. Jeyakumar G. and Shanmugavelayutham, C., “Convergence Analysis of Differential Evolution Variants on Unconstrained Global Optimization Functions”, Arxiv preprint arXiv:1105.1901, 2011.

Publisher : Arxiv preprint arXiv:1105.1901

Year : 2011

Application of Computer-Aided Music Composition in Music Therapy

Cite this Research Publication : J. Vasudha, Iyshwarya, G., A Selvi, T., Iniyaa, S., and Dr. Jeyakumar G., “Application of Computer-Aided Music Composition in Music Therapy”, International Journal of Innovation, Management and Technology, vol. 2, pp. 55–57, 2011.

Publisher : International Journal of Innovation, Management and Technology

Year : 2010

An empirical performance analysis of differential evolution variants on unconstrained global optimization problems

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “An empirical performance analysis of differential evolution variants on unconstrained global optimization problems”, International Journal of Computer Information Systems and Industrial Management Applications (IJCISIM), vol. 2, pp. 77–86, 2010.

Publisher : IJCISIM

Year : 2010

An Empirical Comparative Performance Analysis of Differential Evolution, Distributed and Mixed-Variants Distributed Differential Evolution Variants

Cite this Research Publication : Dr. Jeyakumar G. and ShunmugaVelayutham, C., “An Empirical Comparative Performance Analysis of Differential Evolution, Distributed and Mixed-Variants Distributed Differential Evolution Variants”, International Journal of Computational Intelligence Research, vol. 6, pp. 735–742, 2010.

Publisher : International Journal of Computational Intelligence Research

Year : 2010

Differential Evolution and Dynamic Differential Evolution for High Dimensional Function Optimization – An Empirical Scalability Study

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “Differential Evolution and Dynamic Differential Evolution for High Dimensional Function Optimization – An Empirical Scalability Study”, International Journal of Computer Science and Engineering (IJCSE), vol. 2, pp. 2932-2941, 2010.

Publisher : IJCSE

Year : 2009

Performance and Scalability Analysis of Differential Evolution Variants on a Suite of High Dimensional Benchmark Functions

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “Performance and Scalability Analysis of Differential Evolution Variants on a Suite of High Dimensional Benchmark Functions”, “Mathematical and Computational Models – Recent Trends”, p. Page–No, 2009.

Publisher : “Mathematical and Computational Models – Recent Trends”

Year : 2005

Steady state analysis of a bulk queue with multiple vacations, setup times with N-policy and closedown times

Cite this Research Publication : Ra Arumuganathan and Jeyakumar, Sb, “Steady state analysis of a bulk queue with multiple vacations, setup times with N-policy and closedown times”, Applied Mathematical Modelling, vol. 29, pp. 972-986, 2005.

Publisher : Applied Mathematical Modelling

Conference Paper

Year : 2020

A Video Analytics Based Solution for Detecting the Attention Level of the Students in Class Rooms

Cite this Research Publication : N. Krishnnan, S. Ahmed, Ganta, T., and Dr. Jeyakumar G., “A Video Analytics Based Solution for Detecting the Attention Level of the Students in Class Rooms”, in 2020 10th International Conference on Cloud Computing, Data Science Engineering (Confluence), 2020.

Publisher : 10th International Conference on Cloud Computing

Year : 2019

Design of Binary Neurons with Supervised Learning for Linearly Separable Boolean Operations

Cite this Research Publication : K. S. Raj, Nishanth, M., and Dr. Jeyakumar G., “Design of Binary Neurons with Supervised Learning for Linearly Separable Boolean Operations”, in Computational Vision and Bio-Inspired Computing, Cham, 2019.

Publisher : Computational Vision and Bio-Inspired Computing, Springer International Publishing

Year : 2019

Evolutionary Computing Approaches for Solving Multi-Objective and Many-Objective Optimization Problems: A Review

Cite this Research Publication : S. S. Shinde, Dr. Thangavelu S., and Dr. Jeyakumar G., “Evolutionary Computing Approaches for Solving Multi-Objective and Many-Objective Optimization Problems: A Review”, in 2019 5th International Conference On Computing, Communication, Control And Automation (ICCUBEA), 2019.

Publisher : 5th International Conference On Computing, Communication, Control And Automation (ICCUBEA)

Year : 2019

An Empirical Analysis of Genetic Algorithm with Different Mutation and Crossover Operators for Solving Sudoku

Cite this Research Publication : D. Srivatsa, Teja, T. P. V. Kris, Prathyusha, I., and Dr. Jeyakumar G., “An Empirical Analysis of Genetic Algorithm with Different Mutation and Crossover Operators for Solving Sudoku”, in Pattern Recognition and Machine Intelligence, Cham, 2019.

Publisher : Pattern Recognition and Machine Intelligence, Springer International Publishing

Year : 2019

A Comparative Study on Machine Learning Algorithms for Predicting the Placement Information of Under Graduate Students

Cite this Research Publication : T. Aravind, Reddy, B. S., Avinash, S., and Dr. Jeyakumar G., “A Comparative Study on Machine Learning Algorithms for Predicting the Placement Information of Under Graduate Students”, in 2019 Third International conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), 2019.

Publisher : Third International conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)

Year : 2018

Solving Multi-Objective Optimization Problems using Differential Evolution Algorithm with Different Population Initialization Techniques

Cite this Research Publication : K. Devika and Dr. Jeyakumar G., “Solving Multi-Objective Optimization Problems using Differential Evolution Algorithm with Different Population Initialization Techniques”, in 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2018.

Publisher : 2018 International Conference on Advances in Computing, Communications and Informatics

Year : 2018

Algorithmic Approaches for Solving RFID Reader Positioning Problem with Simulated and Real-time Experimental Setups

Cite this Research Publication : Dr. Jeyakumar G. and Nagarajan, R., “Algorithmic Approaches for Solving RFID Reader Positioning Problem with Simulated and Real-time Experimental Setups”, in 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2018.

Publisher : 2018 International Conference on Advances in Computing, Communications and Informatics

Year : 2018

Empirical Evidences to Validate the Performance of Self-Switching Base Vector Based Mutation of Differential Evolution Algorithm

Cite this Research Publication : K. Gokul, Pooja, R., and Dr. Jeyakumar G., “Empirical Evidences to Validate the Performance of Self-Switching Base Vector Based Mutation of Differential Evolution Algorithm”, in 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2018.

Publisher : International Conference on Advances in Computing, Communications and Informatics

Year : 2018

Personalized Courseware Construction using Association Rules with Differential Evolution Algorithm

Cite this Research Publication : Dr. Jeyakumar G. and K, S., “Personalized Courseware Construction using Association Rules with Differential Evolution Algorithm”, in In proceeding of 2018 International Conference on Advances in Computer Science, Engineering and Technology, Kalasalingam University, Madurai, 2018.

Publisher : In proceeding of 2018 International Conference on Advances in Computer Science, Engineering and Technology

Year : 2017

Time synchronized diagnostic event data recording based on AUTOSAR

Cite this Research Publication : S. Raju, Dr. Jeyakumar G., Mukherji, A., and Thanki, J. K., “Time synchronized diagnostic event data recording based on AUTOSAR”, in 2017 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Bhubaneswar, India, 2017.

Publisher : 2017 IEEE International Conference on Advanced Networks and Telecommunications Systems

Year : 2017

A self-switching base vector selection mechanism for differential mutation of differential evolution algorithm

Cite this Research Publication : K. Gokul, Pooja, R., Gowtham, K., and Dr. Jeyakumar G., “A self-switching base vector selection mechanism for differential mutation of differential evolution algorithm”, in Communication and Signal Processing (ICCSP), 2017 International Conference on, Chennai, India, 2017.

Publisher : Communication and Signal Processing (ICCSP), 2017 International Conference on, IEEE

Year : 2017

An optimization framework for solving RFID reader placement problem using greedy approach

Cite this Research Publication : N. Rubini, Prasanthi, C., Subanidha, S., Vamsi, T. N. S., and Dr. Jeyakumar G., “An optimization framework for solving RFID reader placement problem using greedy approach”, in 2017 4th International Conference on Advanced Computing and Communication Systems, ICACCS 2017, Manipal University, 2017, vol. 2017-January, pp. 900-905.

Publisher : 2017 4th International Conference on Advanced Computing and Communication Systems,

Year : 2017

Image fusion using evolutionary algorithms: A survey

Cite this Research Publication : K. C. Haritha, Dr. Jeyakumar G., and Dr. Thangavelu S., “Image fusion using evolutionary algorithms: A survey”, in 2017 4th International Conference on Advanced Computing and Communication Systems, ICACCS 2017, Sri Eeshwar College of Engineering, 2017.

Publisher : 2017 4th International Conference on Advanced Computing and Communication Systems,

Year : 2017

An evolutionary computing approach for solving key frame extraction problem in video analytics

Cite this Research Publication : K. Thomas Abraham, Ashwin, M., Sundar, D., Ashoor, T., and Dr. Jeyakumar G., “An evolutionary computing approach for solving key frame extraction problem in video analytics”, in Communication and Signal Processing (ICCSP), 2017 International Conference on, Chennai, India, 2017.

Publisher : Communication and Signal Processing (ICCSP), 2017 International Conference on

Year : 2017

Empirical Comparison of Different Key Frame Extraction Approaches with Differential Evolution Based Algorithms

Cite this Research Publication : K. Thomas Abraham, Ashwin, M., Sundar, D., Ashoor, T., and Dr. Jeyakumar G., “Empirical Comparison of Different Key Frame Extraction Approaches with Differential Evolution Based Algorithms”, in The International Symposium on Intelligent Systems Technologies and Applications, Manipal University, 2017.

Publisher : The International Symposium on Intelligent Systems Technologies and Applications

Year : 2016

Tracking the Variation of Tidal Stature using Kalman Filter

Cite this Research Publication : V. Seshadri, Sudheesh, P., Dr. Jeyakumar G., and Dr. Jayakumar M., “Tracking the Variation of Tidal Stature using Kalman Filter”, in Proceedings of IEEE International Conference on Circuit, Power and Computing Technologies, ICCPCT 2016, 2016.

Publisher : Proceedings of IEEE International Conference on Circuit, Power and Computing Technologies, ICCPCT 2016, Institute of Electrical and Electronics Engineers Inc.

Year : 2016

Evolutionary algorithm based rule(s) generation for personalized courseware construction in educational data mining

Cite this Research Publication : K. Sreenath and Dr. Jeyakumar G., “Evolutionary algorithm based rule(s) generation for personalized courseware construction in educational data mining”, in 2016 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), Chennai, India, 2016.

Publisher : 2016 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), IEEE, Chennai, India .

Year : 2015

Control Parameter Adaptation Strategies for Mutation and Crossover Rates of Differential Evolution Algorithm – An Insight

Cite this Research Publication : and Dr. Jeyakumar G., “Control Parameter Adaptation Strategies for Mutation and Crossover Rates of Differential Evolution Algorithm – An Insight”, in In Proceedings of IEEE International Conference on Computational Intelligence and Computing Research (ICCIC-2015), , 2015.

Publisher : In Proceedings of IEEE International Conference on Computational Intelligence and Computing Research (ICCIC-2015),

Year : 2014

Learning Interest Curve generation using PECS Agent based Model

Cite this Research Publication : S. .V, R, R. R., and Dr. Jeyakumar G., “Learning Interest Curve generation using PECS Agent based Model”, in International Conference on Communication and Computing (ICC2014), Proceedings : Computer Networks and Security, BANGALORE, India, 2014.

Publisher : International Conference on Communication and Computing (ICC2014), Proceedings : Computer Networks and Security

Year : 2009

An empirical comparison of differential evolution variants for high dimensional function optimization

Cite this Research Publication : Dr. Jeyakumar G. and Shanmugavelayutham, C., “An empirical comparison of differential evolution variants for high dimensional function optimization”, in Intelligent Agent & Multi-Agent Systems, 2009. IAMA 2009. International Conference on, Chennai, 2009.

Publisher : Intelligent Agent & Multi-Agent Systems, 2009. IAMA 2009. International Conference on, IEEE

Year : 2007

An Optimized Approach for Solving The 8 Queens Problem Using the Methodology Of Evolutionary Algorithms

Cite this Research Publication : Dr. Jeyakumar G. and S., T., “An Optimized Approach for Solving The 8 Queens Problem Using the Methodology Of Evolutionary Algorithms”, in Proceedings – the 3rd national conference on High Performance Computing, CSE, Government College of Engineering, Tirunelveli, 2007.

Publisher : Proceedings – the 3rd national conference on High Performance Computing, CSE

Year : 2005

VLSI Based Implementation of Web Enabled Camera Using Embedded Web Server

Cite this Research Publication : R. V., Dr. Jeyakumar G., and T., S., “VLSI Based Implementation of Web Enabled Camera Using Embedded Web Server”, in Proceedings - National Conference on Network Security, CSI, Rajagiri College of Social Science, Kochi, 2005.

Publisher : CSI, Rajagiri College of Social Science, Kochi

Year : 2005

Network Based Secured Architecture for Electronic Commerce Using Agents

Cite this Research Publication : S. T. and Dr. Jeyakumar G., “Network Based Secured Architecture for Electronic Commerce Using Agents”, in Proceedings - National conference on Network Engineering, organized by TIFAC-CORE, Arulkigu Kalasalingam College of Engineering , Krishnankoil, 2005.

Publisher : Arulkigu Kalasalingam College of Engineering , Krishnankoil

Conference Proceedings

Year : 2021

Differential Evolution with Different Crossover Operators for Solving Unconstrained Global Optimization Algorithms

Cite this Research Publication : K. Harsha Saketh, Sumanth, K. B. V. N. S., Kartik, P. V. S. M. S., Aneeswar, K. S. S., and Dr. Jeyakumar G., “Differential Evolution with Different Crossover Operators for Solving Unconstrained Global Optimization Algorithms”, Image Processing and Capsule Networks, vol. 1200. Springer International Publishing, Cham, pp. 381-388, 2021.

Publisher : Image Processing and Capsule Networks, Springer International Publishing

Year : 2020

A Genetic Algorithm Based System with Different Crossover Operators for Solving the Course Allocation Problem of Universities

Cite this Research Publication : S. Abhishek, Emmanuel, S. Coreya, Rajeshwar, G., and Dr. Jeyakumar G., “A Genetic Algorithm Based System with Different Crossover Operators for Solving the Course Allocation Problem of Universities”, New Trends in Computational Vision and Bio-inspired Computing: Selected works presented at the ICCVBIC 2018, Coimbatore, India. Springer International Publishing, Cham, pp. 149 - 160, 2020.

Publisher : New Trends in Computational Vision and Bio-inspired Computing: Selected works presented at the ICCVBIC 2018,

Year : 2020

Comparison of Dynamic Programming and Genetic Algorithm Approaches for Solving Subset Sum Problems

Cite this Research Publication : K. Harsha Saketh and Dr. Jeyakumar G., “Comparison of Dynamic Programming and Genetic Algorithm Approaches for Solving Subset Sum Problems”, Computational Vision and Bio-Inspired Computing, vol. 1108. Springer International Publishing, Cham, 2020.

Publisher : Computational Vision and Bio-Inspired Computing, Springer International Publishing

Year : 2020

An Evolutionary Algorithmic Framework to Solve Multi-objective Optimization Problems with Variable Length Chromosome Population

Cite this Research Publication : K. Devika and Dr. Jeyakumar G., “An Evolutionary Algorithmic Framework to Solve Multi-objective Optimization Problems with Variable Length Chromosome Population”, Intelligent Computing and Communication, vol. 1034. Springer Singapore, Singapore, pp. 483-493, 2020

Publisher : Intelligent Computing and Communication, Springer Singapore

Year : 2020

Soft Computing Approach to Determine Students’ Level of Comprehension Using a Mamdani Fuzzy System

Cite this Research Publication : U. Subbiah and Dr. Jeyakumar G., “Soft Computing Approach to Determine Students’ Level of Comprehension Using a Mamdani Fuzzy System”, Intelligent Systems, Technologies and Applications, vol. 1148. Springer Singapore, Singapore, 2020.

Publisher : Intelligent Systems, Technologies and Applications, Springer Singapore

Year : 2020

A Deep Learning based System to Predict the Noise (Disturbance) in Audio Files

Cite this Research Publication : K. P. V. S. M. S and Dr. Jeyakumar G., “A Deep Learning based System to Predict the Noise (Disturbance) in Audio Files”, Proceedings of 3rd International Conference on Emerging Current Trends in Computing and Expert Technologies (COMET-2020), Chennai, vol. 37. Advances in Parallel Computing, Intelligent System and Computer Technology, pp. 154-160, 2020.

Publisher : Proceedings of 3rd International Conference on Emerging Current Trends in Computing and Expert Technologies (COMET-2020)

Year : 2020

Performance Enhancement of Differential Evolution Algorithm with Modified Mutation and Crossover Components

Cite this Research Publication : A. M. and Dr. Jeyakumar G., “Performance Enhancement of Differential Evolution Algorithm with Modified Mutation and Crossover Components”, Proceedings of 4th IEEE International Conference on Computing Methodologies and Communication (ICCMC), Erode. pp. 13-20, 2020.

Publisher : Proceedings of 4th IEEE International Conference on Computing Methodologies and Communication (ICCMC),

Year : 2019

A Computer Vision Based Fall Detection Technique for Home Surveillance

Cite this Research Publication : K. Vinaya Sree and Dr. Jeyakumar G., “A Computer Vision Based Fall Detection Technique for Home Surveillance”, In the Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2019 (ISMAC-CVB). Published In: Smys S., Tavares J., Balas V., Iliyasu A. (eds), Advances in Intelligent Systems and Computing, vol. 1108. Springer International Publishing, Cham, 2019.

Publisher : Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2019 (ISMAC-CVB). Published In: Smys S., Tavares J., Balas V., Iliyasu A. (eds), Advances in Intelligent Systems and Computing, Springer International Publishing,

Year : 2019

Analytical Study and Empirical Validations on the Impact of Scale Factor Parameter of Differential Evolution Algorithm

Cite this Research Publication : Dhanya M. Dhanalakshmy, Dr. Jeyakumar G., and C. Velayutham, S., “Analytical Study and Empirical Validations on the Impact of Scale Factor Parameter of Differential Evolution Algorithm”, Pattern Recognition and Machine Intelligence, vol. 11941. Springer International Publishing, Cham, pp. 328-336, 2019.

Publisher : Pattern Recognition and Machine Intelligence, Springer International Publishing

Year : 2017

An Optimization Framework for Solving RFID Reader Placement Problem Using Differential Evolution Algorithm

Cite this Research Publication : N. Rubini, Prasanthi, C. V., Subanidha, S., Dr. Vidhya Balasubramanian, and Dr. Jeyakumar G., “An Optimization Framework for Solving RFID Reader Placement Problem Using Differential Evolution Algorithm”, Communication and Signal Processing (ICCSP), 2017 International Conference on. IEEE, Adiparasakthi College of Engineering, 2017.

Publisher : Communication and Signal Processing

Year : 2016

A Prototype for Student Learning Style Modelling Using Felder-Silverman Learning Style Model

Cite this Research Publication : Dr. Jeyakumar G., K, R., N, P., D, K., and B, A., “A Prototype for Student Learning Style Modelling Using Felder-Silverman Learning Style Model”, International Conference on Smart Structures & Systems (ICSSS-2016). Chennai, India, pp. 178 – 182, 2016.

Publisher : International Conference on Smart Structures & Systems (ICSSS-2016), Chennai, India.

Year : 2015

Theoretical Analysis of Expected Population Variance Evolution for a Differential Evolution Variant

Cite this Research Publication : Dr. Thangavelu S., Dr. Jeyakumar G., Balakrishnan, R. M., and Dr. Shunmuga Velayutham C., “Theoretical Analysis of Expected Population Variance Evolution for a Differential Evolution Variant”, Computational Intelligence in Data Mining (In Smart Innovation, Systems and Technologies), vol. 32. Smart Innovation, Systems and Technologies, Springer, pp. 403–416, 2015.

Publisher : Computational Intelligence in Data Mining (In Smart Innovation, Systems and Technologies)

Year : 2015

Co-operative Co-evolution Based Hybridization of Differential Evolution and Particle Swarm Optimization Algorithms in Distributed Environment

Cite this Research Publication : S. Nambiar and Dr. Jeyakumar G., “Co-operative Co-evolution Based Hybridization of Differential Evolution and Particle Swarm Optimization Algorithms in Distributed Environment”, Emerging Research in Computing, Information, Communication and Applications: ERCICA 2015, vol. 2. Springer India, New Delhi, pp. 175–187, 2015.

Publisher : Emerging Research in Computing, Information, Communication and Applications: ERCICA 2015

Year : 2011

Empirical measurements on the convergence nature of differential evolution variants

Cite this Research Publication : Dr. Jeyakumar G. and Shanmugavelayutham, C., “Empirical measurements on the convergence nature of differential evolution variants”, Advances in Computer Science and Information Technology, vol. 131. Springer, pp. 472–480, 2011.

Publisher : Advances in Computer Science and Information Technology

Year : 2010

Empirical study on migration topologies and migration policies for island based distributed differential evolution variants

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “Empirical study on migration topologies and migration policies for island based distributed differential evolution variants”, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6466 LNCS, pp. 29-37, 2010.

Publisher : Lecture Notes in Computer Science

Year : 2010

A comparative study on theoretical and empirical evolution of population variance of differential evolution variants

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “A comparative study on theoretical and empirical evolution of population variance of differential evolution variants”, Simulated Evolution and Learning. Springer, pp. 75–79, 2010.

Publisher : Springer

Year : 2010

Analyzing the Explorative power of Differential Evolution Variants on Different Classes of Problems

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “Analyzing the Explorative power of Differential Evolution Variants on Different Classes of Problems”, Lecture Notes in Computer Science (LNCS-6466), Springer-Verlag, vol. 6466. pp. 95-102, 2010.

Publisher : Springer-Verlag

Year : 2009

An empirical comparison of differential evolution variants on different classes of unconstrained global optimization problems

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “An empirical comparison of differential evolution variants on different classes of unconstrained global optimization problems”, World Congress on Nature & Biologically Inspired Computing, NaBIC. IEEE, Coimbatore, pp. 866-871, 2009.

Publisher : World Congress on Nature & Biologically Inspired Computing, NaBIC, IEEE,

Year : 2009

A comparative performance analysis of multiple trial vectors differential evolution and classical differential evolution variants

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “A comparative performance analysis of multiple trial vectors differential evolution and classical differential evolution variants”, Rough Sets, Fuzzy Sets, Data Mining and Granular Computing. Springer, pp. 470–477, 2009

Publisher : Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

Year : 2009

A comparative performance analysis of differential evolution and dynamic differential evolution variants

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “A comparative performance analysis of differential evolution and dynamic differential evolution variants”, Nature & Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on. IEEE, Coimbatore, pp. 464-468, 2009.

Publisher : Nature Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on, IEEE

Year : 2005

High Performance Query Processing and Optimization on Parallel Machine

Cite this Research Publication : Dr. Jeyakumar G. and T., S., “High Performance Query Processing and Optimization on Parallel Machine”, Proceedings - National conference on “New Trends in Distributed Computing and Networking, organized by the department of CSE. Tagore Engineering College, Chennai, 2005.

Publisher : Tagore Engineering College, Chennai

Book Chapter

Year : 2020

An Evolutionary Computing Approach to Solve Object Identification Problem for Fall Detection in Computer Vision-Based Video Surveillance Applications

Cite this Research Publication : K. Sree and Dr. Jeyakumar G., “An Evolutionary Computing Approach to Solve Object Identification Problem for Fall Detection in Computer Vision-Based Video Surveillance Applications”, in Journal of Computational and Theoretical Nanoscience, vol. 17, no. 1, Singapore: Springer, 2020, pp. 1-18.

Publisher : Journal of Computational and Theoretical Nanoscience

Year : 2016

Hybridizing differential evolution variants through heterogeneous mixing in a distributed framework

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “Hybridizing differential evolution variants through heterogeneous mixing in a distributed framework”, in Studies in Computational Intelligence, vol. 611, New Delhi: Springer, 2016, pp. 107-151.

Publisher : Studies in Computational Intelligence

Year : 2011

Experimental Study on Recent Advances in Differential Evolution Algorithm

Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “Experimental Study on Recent Advances in Differential Evolution Algorithm”, in Modeling Applications and Theoretical Innovations in Interdisciplinary Evolutionary Computation, vol. 2, In Modeling Applications and Theoretical Innovations in Interdisciplinary Evolutionary Computation vol., 2011, pp. 111-133.

Publisher : Modeling Applications and Theoretical Innovations in Interdisciplinary Evolutionary Computation

Book

Year : 2017

Software Engineering

Cite this Research Publication : Prashant R. Nair, Dr. Shriram K Vasudevan, V, S., and Dr. Jeyakumar G., Software Engineering. Narosa Publishers, India, 2017.

Publisher : Narosa Publishers

Year : 2017

Software Engineering

Cite this Research Publication : Prashant R. Nair, Dr. Shriram K Vasudevan, V, S., and Dr. Jeyakumar G., Software Engineering. Alpha Science Publishers, United Kingdom, 2017.

Publisher : Alpha Science Publishers, United Kingdom (2017)

Journal

Year : 2011

Computer Aided Music Generation Using Genetic Algorithm and Its Potential Applications

Cite this Research Publication : J. Vasudha, Iniya, S., Iyshwarya, G., and Dr. Jeyakumar G., “Computer Aided Music Generation Using Genetic Algorithm and Its Potential Applications ”. 2011.

Publisher : (2011)

Workshops Attended
  1. Attended the National Workshop on “Computer Vision, Graphics and Image Processing” organized by Thiagarajar College of Engineering and Indian Unit of Pattern Recognition and Artificial Intelligence (IUPRAI) from February 15-16, 2002.
  2. Completed the course in “Digital Image Processing and Its Application“, conducted by M.S.Ramaiah School of Advanced studies, from November 24-29, 2003.
  3. Attended STTP on “Intelligent Information Agents” from October 24- November 6, 2004, Organized by the department of CSE, PSG College of Technology, Coimbatore.
  4. Participated the training programme on MATLAB jointly organized by Department of Computational Engineering and Networking (CEN), held at Amrita Vishwa Vidyapeetham, Coimbatore from November 17- December 9, 2004.
  5. Attended the “Doctoral Research Symposium” Conducted by Amrita Vishwa Vidyapeetham held during December 18-19, 2004.
  6. Attended the Workshop on “High Performance Computing “, conducted by the CEN, Amrita Vishwa Vidyapeetham, held during December 22 – 27, 2004.
  7. Participated in the 2-day National Conference on “Network Security” organized in association with CSI held at Rajagiri College of social science, Kochi, from February 11-12, 2005.
  8. Participated in the National level conference on “New Trends In Distributed Computing and Networking” conducted by Dept of CSE, Tagore Engineering college, Chennai from March 18-19, 2005.
  9.  Participated in the workshop on “Research Methodology In Experimental and Social Sciences” (May 16-18, 2005) organized by SAHITHI (An Institute for Research and Extension of Education).
  10. Participated in the Workshop on “Data Mining and Data Warehousing” Jointly organized by L&T Infotech Limited and Eswari Engineering College, Chennai from July 21- 22, 2006.
  11. Participated in the Workshop on “Heuristic Optimization Techniques” organized by PSG College of Technology, Coimbatore on September 8-9, 2007.
  12. Participated in the Workshop on “Computational Techniques for Power Systems” Organized by EEE Department, Amrita School of Engineering, Ettimadai, Coimbatore, December 13-15, 2010.
  13. Attended the international workshop of “Differential Evolution and its Engineering Applications” (DEEA 2010), organized by EEE Department, SRM University, Chennai, December 16, 2010.
  14. Attended “PSG-IBM Collaborative Workshop on Parallel Architectures and Programming in HPC”, during August 11-14, 2011, at PSG College of Technology, Coimbatore.
  15. Attended one day workshop on “High Performance Computing” conducted by Dr K.V.Shriram on August 8, 2015.  Presented by Calligo Soft, Bangalore at Amrita Vishwa Vidyapeetham University, Coimbatore.
  16. Attended five days’ workshop “Universal Human Value” conducted by AICTE, from February 1- 5, 2021, and received the certificate.
  17. Attended five days’ workshop “Machine Learning for Health-Care Applications” conducted by MEPCO Engineering College, Sivakasi, Tamil Nadu, February 8-12, 2021.
Workshops / FDPs/Events Organized
  1. Organizing member for A2CWIC (Amrita ACM-W Celebration of Women in Computing) conducted by Amrita Vishwa Vidyapeetham from December 16-17, 2010.
  2. Coordinator for ICONIAAC’14 (International Conference on Interdisciplinary Advances in Applied Computing) conducted from October 10-11, 2014.
  3. Organized a three days’ workshop on “Publishing your research” for PG students at Amrita University, in May 2014.
  4. Organized Orientation Program for MCA 2014-2016 batch.
  5. Organized Placement Training for MCA 2013-2015 batch.
  6. Organized a student workshop on android app development (SWAD) for two years (SWAD-2014 and SWAD-2015).
  7. University Level Coordinator – Anoka’14 – A student symposium conducted at Amrita Vishwa VidyaPeetham University, 2014.
  8. Organized a series of bimonthly faculty research seminar and Dept of CSE, Amrita Vishwa Vidyapeetham, in the Academic Year 2013-2014.
  9. Organized Entrance Examination for MCA-2014 Batch and successfully completed the Admission process.
  10. Organizing member for the workshop NWCVIPT’2016 from March 18-19, 2016 at Amrita Vishwa Vidyapeetham.
Visits and Talks
  1. Contributed as a Resource person for the AICTE-ISTE sponsored STTP on “Wavelets for Computer Graphics” organized during January 21-30, 2003 by the Department of CSE, Amrita Vishwa Vidyapeetham.
  2. Contributed as a Resource person for the AICTE-ISTE sponsored STTP on “Information Retrieval and Security” organized during November 22 – December 3 2004 by the Department of CSE, Amrita Vishwapeetham.
  3. Delivered a Lecture on “Role Of Parents In Children’s Education” in the special seminar conducted by The Central Board for Workers Education (Ministry of Labour and Employment, Government of India) for unorganized laborers at Navakarai from July 8-9, 2004.
  4. Delivered a Lecture on “Developing Programming Skill” in the seminar conducted by Sankara College of Science and Commerce on July 22, 2006.
  5. Acted as Faculty (Resource Person) for Infosys Campus Connect Programme during the month of November’2007
  6. Delivered a Lecture on “Using VC++ for Real Time Applications” in the seminar conducted by Sri Narayana Guru College of Arts and Science on February 11, 2008.
  7. Delivered a Lecture on “Recent Trends in IT World” in the seminar conducted by Sri Narayana Guru College of Arts and Science on October 6, 2008.
  8. Presented a Session on “Artificial Intelligence: Basics to Research”, in the workshop organized by Shri Muthayammal College of Engineering, Rasipuram on October 23, 2010.
  9. Presented a session on “Database Management System Fundamentals” in the orientation program conducted by Amrita Vishwa Vidyapeetham for MCA students, from August 7 to 11, 2014.
  10. Presented a session on “Publication Based on Research” in the research workshop conducted by Amrita Vishwa Vidyapeetham on “Publishing your research”, May 26-28, 2014
  11. Delivered a talk on “Evolutionary computing – What it is?” on the NWCVIPT’2016 on March 19, 2016, at Amrita Vishwa Vidyapeetham.
  12. Expert Lecture on “Computer Graphics” – for Engineering Graduates at Erode Sengunther Engineering College, Erode, Tamil Nadu, September 9, 2016.
Awards & Honors
  1. Got university third rank and Gold medal for MCA (1995 -1998) from Bharathidasan University, Trichy.
  2. Got Best Staff ‘2000 award from my previous working place “Girvani Degree College”, Chittoor, Andra Pradesh.
  3. Got best paper awards in the international conferences – IAMA 2009, ICSCS 2016, ICCBVIC 2019, COMET-2020 and SocPros-2020.
Reviewers in Journals and Conferences

Reviewer – International Journals

  1. IEEE Transactions on Network Science and Engineering.
  2. IEEE Transactions on Systems, Man and Cybernetics: Systems
  3. IEEE Access.
  4. International Journal of Machine Learning and Cybernetics – Springer.
  5. Journal of Neural Computing and Applications – Springer.
  6. Soft computing – Springer.
  7. Memetic Computing – Springer.
  8. Springer Nature – Applied Sciences – Springer.
  9. Neural Computing and Applications – Springer.
  10. International Journal of Swarm and Evolutionary Computation – Elsevier.
  11. Journal of Intelligent & Fuzzy Systems – IOS Press
  12. International Journal of Applied Evolutionary Computing – IGI.
  13. Journal of Experimental and Theoretical Artificial Intelligence -Taylor&Francis.
  14. Engineering Optimization – Taylor&Francis.
  15. Complexity – Hindawi.
  16. International Journal on Advanced Science, Engineering and Information Technology – Insight Society.

Reviewer – International Conferences

  1. CNSA 2011, NECOM 2011, WEST 2011, WiMON 2011, AICTY 2011.
  2. AICWIC2013
  3. ICCCI2014, ICES2014, ICONIAAC’14, ICCIDM’2014
  4. ICSGT 2015
  5. FSDM 2016, FACT 2016.
  6. FISITA 2017, ICONIAC 2018
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