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Dr. Jeyakumar G.

Associate Professor, Vice Chairperson

Dr. Jeyakumar G. currently serves as Vice Chairperson and Associate Professor at department of Computer Science and Engineering, School of Engineering. His areas of research include Evolutionary Computing and Parallel Algorithms.

Qualification: Ph.D
g_jeyakumar@cb.amrita.edu
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 Associate Professor in the department of Computer Science and Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham University, 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.

Workshops/FDP Conducted

  1. Organized a student workshop on android app development for two years SWAD-2014 and SWAD-2015.
  2. Organized a three days workshop on “Publishing your research” for PG students at Amrita Vishwa Vidyapeetham, on May-2014.

Visits and Talks

  1. Presented a session on “Database Management System Fundamentals” in the orientation program conducted by Amrita Vishwa Vidyapeetham for MCA students, on August – 7 to 11. 2014.
  2. Presented a session on “Publication Based on Research” in the research workshop conducted by Amrita Vishwa Vidyapeetham  on “Publishing your research” , May -26 To 28 2014
  3. Presented a Session on “Artificial Intelligence: Basics to Research”, in the workshop organized by Shri Muthayammal College of Engineering, Rasipuram on 23rd October 2010.
  4. Delivered a Lecture on “Using VC++ for Real Time Application” in the seminar conducted by Sri Narayana Guru College of Arts and Science on 11th Feb ‘2008.
  5. Delivered a Lecture on “Recent Trends in IT World” in the seminar conducted by Sri Narayana Guru College of Arts and Science on 6th Oct ‘2008.
  6. Acted as Faculty(Resource Person) for Infosys Campus Connect Programme during the month of November’2007
  7. Delivered a Lecture on “Developing Programming Skill” in the seminar conducted by Sankara College of Science and Commerce on 22nd  July 2006.
  8. 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 on 8th and 9th of July 2004.
  9. Contributed as 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 Vishwa Peetham.
  10.  Contributed as Resource person for the AICTE-ISTE sponsored STTP on “Wavelets for Computer Graphics” organized during Jan 21 – 30 ’2003 by the Department of CSE, Amrita Vishwa Peetham.

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. Reviewer for journals :International Journal of Computer Science Issues (IJCSI), International Journal of Swarm and Evolutionary Computation (SWEVO), International Journal of Machine Learning Cybernetics, International Journal of Soft computing, IGI Global
  4. Reviewer for conferences : CNSA 2011, NECOM 2011, WEST 2011, WiMON 2011, AICTY 2011,  AICWIC2013,  ICCCI2014,  ICES2014, ICONIAAC’14, ICCIDM’2014, Smart Grid2015,
  5. Editor for Journals: International Journal of Computer Science and Programming Language, International Journal of Algorithms Design and Analysis and International Journal of Distributed Computing and Technology,
  6. Technical Committee member for ICCA 2012 (International Conference on Computer Applications), Pondicherry.
  7. Acted as Judge for Technical Paper Presentation – Techbash’11 Conducted by Department of MCA, Sri Shakthi Institute of Engineering and Technology, 16/09/11.
  8. Acted as expert committee member for staff selection, for “Sri Sakthi Institute of Technology”, Coimbatore.
  9. Appointed as observer for All India Engineering/Architecture Entrance Examination (AIEEE) – 2007 to 2012.
  10. Got best paper awards in the international conferences IAMA 2009, and ICSCS-2016.
  11. Chaired a Session: “International Conference on Computer Science and Information Technology” (CCSIT 2010), Bangalore, India, on Jan 02-04, 2011.

 

Publications

Book Chapter

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

Authors : Dr. Jeyakumar G., S. Thangavelu, Balakrishnan, R. M., and Dr. Shunmuga Velayutham C

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

Conference Paper

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

Authors : Dr. Jeyakumar G., K. Sreenath

Publisher : 2016 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC)

Time synchronized diagnostic event data recording based on AUTOSAR

Authors : Dr. Jeyakumar G., S. Raju, Mukherji, A., and Thanki, J. K

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

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

Authors : Dr. Jeyakumar G., K. Gokul, Pooja, R., and Gowtham, K

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

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

Authors : Dr. Jeyakumar G., N. Rubini, Prasanthi, C., Subanidha, S. and Vamsi, T. N. S

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

Tracking the Variation of Tidal Stature using Kalman Filter

Authors : Dr. Jeyakumar G., V. Seshadri, Sudheesh, P. and Dr. Jayakumar M

Publisher : Proceedings of IEEE International Conference on Circuit, Power and Computing Technologies, ICCPCT 2016

Image fusion using evolutionary algorithms: A survey

Authors : Dr. Jeyakumar G., K. C. Haritha, and Thangavelu, S

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

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

Authors : Dr. Jeyakumar G., K. Thomas Abraham, Ashwin, M., Sundar, D., and Ashoor, T

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

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

Authors : Dr. Jeyakumar G., K. Thomas Abraham, Ashwin, M., Sundar, D. and Ashoor, T

Publisher : The International Symposium on Intelligent Systems Technologies and Applications

Personalized Courseware Construction using Association Rules with Differential Evolution Algorithm

Authors : Dr. Jeyakumar G., K, S.

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

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

Authors : Dr. Jeyakumar G., P. Pranav

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

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

Authors : Dr. Jeyakumar G., Dr. Shunmuga Velayutham C

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

Conference Proceedings

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

Authors : Dr. Jeyakumar G., K, R., N, P., D, K., and B, A

Publisher : International Conference on Smart Structures Systems (ICSSS-2016)

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

Authors : Dr. Vidhya Balasubramanian, Dr. Jeyakumar G., N. Rubini, Prasanthi, C. V.,and Subanidha, S.

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

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

Authors : Dr. Jeyakumar G., S. Nambiar

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

Journal Article

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

Authors : Dr. Jeyakumar G., ShunmugaVelayutham, C

Publisher : International Journal of Computational Intelligence Research

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

Authors : Dr. Jeyakumar G., K. Roshini and Bavya, B

Publisher : International Journal of Applied Engineering Research

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

Authors : Dr. Jeyakumar G., Dr. Shunmuga Velayutham C

Publisher : International Journal of Computers and Applications

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

Authors : Dr. Jeyakumar G., Dr. Thangavelu S. and Dr. Shunmuga Velayutham C

Publisher : Applied Mathematical Sciences

Learning to identify bad coding practice

Authors : Dr. Jeyakumar G., G. K. Deivanayagam, Gayathiri, D., Manikandan, A., Karthik, K. R. Raghul, and Kriti, N

Publisher : International Journal of Applied Engineering Research

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

Authors : Dr. Jeyakumar G., ShunmugaVelayutham, C

Publisher : International Journal of Computers and Applications (IJCA)

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

Authors : Dr. Jeyakumar G., R. Raghu

Publisher : International Journal of Control Theory and Applications

Convergence Analysis of Differential Evolution Variants on Unconstrained Global Optimization Functions

Authors : Dr. Jeyakumar G., Shanmugavelayutham, C

Publisher : Arxiv preprint arXiv:1105.1901

Application of Computer-Aided Music Composition in Music Therapy

Authors : Dr. Jeyakumar G., J. Vasudha, Iyshwarya, G., A Selvi, T. and Iniyaa, S

Publisher : International Journal of Innovation, Management and Technology

Empirical performance analysis of distributed differential evolution for varying migration topologies

Authors : Dr. Jeyakumar G., M. Sanu

Publisher : International Journal of Applied Engineering Research

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

Authors : Dhanya M. Dhanalakshmy, Dr. Jeyakumar G., Pranav, P.

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

Hybridizing differential evolution variants through heterogeneous mixing in a distributed framework

Authors : Dr. Jeyakumar G., Dr. Shunmuga Velayutham C

Publisher : Studies in Computational Intelligence

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

Authors : Dr. Jeyakumar G., M. S. Akhila, and Vidhya, C. R

Publisher : International Journal of Control Theory and Applications

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

Authors : Dr. Jeyakumar G., M. Siva, S

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

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

Authors : Dr. Jeyakumar G., K. .Roshini, and Bavya, B

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

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

Authors : Dr. Jeyakumar G., Dr. Shunmuga Velayutham C

Publisher : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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

Authors : Dr. Jeyakumar G., Dr. Shunmuga Velayutham C

Publisher : “Mathematical and Computational Models – Recent Trends”

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