G. Jeyakumar

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 17

Top Topics

Crossover Operator

Differential Evolution

Optimization Problems

Top Venues

Int. J. Intell. Syst. Technol. Appl.

J. Intell. Fuzzy Syst.

Publications

Gadde Ashok, N. Ruthvik, G. Jeyakumar
Optimizing Sentiment Analysis on Twitter: Leveraging Hybrid Deep Learning Models for Enhanced Efficiency. ICDCIT (2024)
S. Raghul, G. Jeyakumar, S. P. Anbuudayasankar, Tzong-Ru Lee
E-procurement optimization in supply chain: A dynamic approach using evolutionary algorithms. Expert Syst. Appl. 255 (2024)
S. Raghul, G. Jeyakumar
A Hybrid Multi-Population Reinitialization Strategy to Tackle Dynamic Optimization Problems. IEEE Access 11 (2023)
G. Jeyakumar, C. Shunmuga Velaytham
Heterogeneous mixing of dynamic differential evolution variants in distributed frame work for global optimisation problems. Int. J. Adv. Intell. Paradigms 22 (3/4) (2022)
P. V. S. M. S. Kartik, Konjeti B. V. N. S. Sumanth, V. N. V. Sri Ram, G. Jeyakumar
Decoding of graphically encoded numerical digits using deep learning and edge detection techniques. J. Intell. Fuzzy Syst. 41 (5) (2021)
Dhanya M. Dhanalakshmy, G. Jeyakumar, C. Shunmuga Velayutham
Empirical investigations on evolution strategies to self-adapt the mutation and crossover parameters of differential evolution algorithm. Int. J. Intell. Syst. Technol. Appl. 20 (2) (2021)
K. Devika, G. Jeyakumar
reader placement problem. Int. J. Intell. Syst. Technol. Appl. 20 (2) (2021)
Dhanya M. Dhanalakshmy, M. S. Akhila, C. R. Vidhya, G. Jeyakumar
Improving the search efficiency of differential evolution algorithm by population diversity analysis and adaptation of mutation step sizes. Int. J. Adv. Intell. Paradigms 15 (2) (2020)
Dhanya M. Dhanalakshmy, G. Jeyakumar, C. Shunmuga Velayutham
Analytical Study and Empirical Validations on the Impact of Scale Factor Parameter of Differential Evolution Algorithm. PReMI (1) (2019)
A. Sruthi, S. P. Anbuudayasankar, G. Jeyakumar
Energy-Efficient Green Vehicle Routing Problem. Int. J. Inf. Syst. Supply Chain Manag. 12 (4) (2019)
C. Pragadeesh, Rohana Jeyaraj, K. Siranjeevi, R. Abishek, G. Jeyakumar
Hybrid feature selection using micro genetic algorithm on microarray gene expression data. J. Intell. Fuzzy Syst. 36 (3) (2019)
D. Srivatsa, T. P. V. Krishna Teja, Ilam Prathyusha, G. Jeyakumar
An Empirical Analysis of Genetic Algorithm with Different Mutation and Crossover Operators for Solving Sudoku. PReMI (1) (2019)
K. Devika, G. Jeyakumar
Solving Multi-Objective Optimization Problems using Differential Evolution Algorithm with Different Population Initialization Techniques. ICACCI (2018)
K. Gokul, R. Pooja, G. Jeyakumar
Empirical Evidences to Validate the Performance of Self-Switching Base Vector Based Mutation of Differential Evolution Algorithm. ICACCI (2018)
G. Jeyakumar, Rubini Nagarajan
Algorithmic Approaches for Solving RFID Reader Positioning Problem with Simulated and Real-time Experimental Setups. ICACCI (2018)
N. Rubini, ChambuliVenkata Prasanthi, S. Subanidha, Thota Naga Sai Vamsi, G. Jeyakumar
An optimization framework for solving RFID reader placement problem using greedy approach. ICACCI (2017)
Shilpa Raju, G. Jeyakumar, Arup Mukherji, Jignesh K. Thanki
Time synchronized diagnostic event data recording based on AUTOSAR. ANTS (2017)
G. Jeyakumar, C. Shunmuga Velayutham
Distributed heterogeneous mixing of differential and dynamic differential evolution variants for unconstrained global optimization. Soft Comput. 18 (10) (2014)
G. Jeyakumar, C. Shunmuga Velayutham
Distributed mixed variant differential evolution algorithms for unconstrained global optimization. Memetic Comput. 5 (4) (2013)
G. Jeyakumar, C. Shanmuga Velayutham
Convergence Analysis of Differential Evolution Variants on Unconstrained Global Optimization Functions CoRR (2011)
G. Jeyakumar, C. Shanmuga Velayutham
Experimental Study on Recent Advances in Differential Evolution Algorithm. Int. J. Appl. Evol. Comput. 2 (2) (2011)
G. Jeyakumar, C. Shanmuga Velayutham
Analyzing the Explorative Power of Differential Evolution Variants on Different Classes of Problems. SEMCCO (2010)
G. Jeyakumar, C. Shunmuga Velayutham
Empirical Study on Migration Topologies and Migration Policies for Island Based Distributed Differential Evolution Variants. SEMCCO (2010)
G. Jeyakumar, C. Shunmuga Velayutham
A Comparative Study on Theoretical and Empirical Evolution of Population Variance of Differential Evolution Variants. SEAL (2010)
G. Jeyakumar, C. Shunmuga Velayutham
An Empirical Comparison of Differential Evolution Variants on Different Classes of unconstrained Global Optimization Problems. NaBIC (2009)
G. Jeyakumar, C. Shunmuga Velayutham
A Comparative Performance Analysis of Multiple Trial Vectors Differential Evolution and Classical Differential Evolution Variants. RSFDGrC (2009)
G. Jeyakumar, C. Shunmuga Velayutham
A Comparative Performance Analysis of Differential Evolution and Dynamic Differential Evolution Variants. NaBIC (2009)