Shunmuga Velayutham
Shunmuga Velayutham
Associate Professor of Computer Science, Amrita Vishwa Vidyapeetham
Verified email at cb.amrita.edu
TitleCited byYear
Asymmetric subsethood-product fuzzy neural inference system (ASuPFuNIS)
CS Velayutham, S Kumar
IEEE Transactions on Neural Networks 16 (1), 160-174, 2005
392005
A comparative performance analysis of differential evolution and dynamic differential evolution variants
G Jeyakumar, CS Velayutham
2009 World Congress on Nature & Biologically Inspired Computing (NaBIC), 463-468, 2009
232009
An empirical performance analysis of differential evolution variants on unconstrained global optimization problems
G Jeyakumar, C Shunmuga Velayutham
International Journal of Computer Information Systems and Industrial …, 2010
142010
Empirical study on migration topologies and migration policies for island based distributed differential evolution variants
G Jeyakumar, CS Velayutham
International Conference on Swarm, Evolutionary, and Memetic Computing, 29-37, 2010
102010
An empirical comparison of differential evolution variants on different classes of unconstrained global optimization problems
G Jeyakumar, CS Velayutham
2009 World Congress on Nature & Biologically Inspired Computing (NaBIC), 866-871, 2009
102009
Differential evolution based on-line feature analysis in an asymmetric subsethood product fuzzy neural network
CS Velayutham, S Kumar
International Conference on Neural Information Processing, 959-964, 2004
102004
Distributed mixed variant differential evolution algorithms for unconstrained global optimization
G Jeyakumar, CS Velayutham
Memetic Computing 5 (4), 275-293, 2013
92013
Distributed heterogeneous mixing of differential and dynamic differential evolution variants for unconstrained global optimization
G Jeyakumar, CS Velayutham
Soft Computing 18 (10), 1949-1965, 2014
82014
Some applications of an asymmetric subsethood product fuzzy neural inference system
CS Velayutham, S Kumar
The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ'03. 1 …, 2003
82003
Evolutionary subsethood product fuzzy neural network
CS Velayutham, S Paul, S Kumar
AFSS International Conference on Fuzzy Systems, 274-280, 2002
72002
A comparative study on theoretical and empirical evolution of population variance of differential evolution variants
G Jeyakumar, CS Velayutham
Asia-Pacific Conference on Simulated Evolution and Learning, 75-79, 2010
52010
Towards effective design of neuro-fuzzy systems
CS Velayutham
Ph. D. dissertation, Dept. Physics Comput. Sci., Dayalbagh Educational Inst …, 2005
52005
A crowdsourcing-based platform for better governance
V Chandrasekaran, SV Rajan, RK Vasani, A Menon, PB Sivakumar, ...
Proceedings of the International Conference on Soft Computing Systems, 519-527, 2016
42016
Hybridizing differential evolution variants through heterogeneous mixing in a distributed framework
G Jeyakumar, CS Velayutham
Hybrid Soft Computing Approaches, 107-151, 2016
42016
An investigation on mixing heterogeneous differential evolution variants in a distributed framework
S Thangavelu, CS Velayutham
International Journal of Bio-Inspired Computation 7 (5), 307-320, 2015
42015
Is differential evolution sensitive to pseudo random number generator quality?–an investigation
L Rajashekharan, CS Velayutham
Intelligent Systems Technologies and Applications, 305-313, 2016
32016
Theoretical Analysis of Expected Population Variance Evolution for a Differential Evolution Variant
S Thangavelu, G Jeyakumar, RM Balakrishnan, CS Velayutham
Computational Intelligence in Data Mining-Volume 2, 403-416, 2015
22015
A comparative performance analysis of multiple trial vectors differential evolution and classical differential evolution variants
G Jeyakumar, CS Velayutham
International Workshop on Rough Sets, Fuzzy Sets, Data Mining, and Granular …, 2009
22009
A study on Genetic Algorithm based video abstraction system
DKA Raju, CS Velayutham
2009 World Congress on Nature & Biologically Inspired Computing (NaBIC), 878-883, 2009
22009
Visualization–A Potential Alternative for Analyzing Differential Evolution Search
PR Radhika, CS Velayutham
Intelligent Systems Technologies and Applications, 31-41, 2016
12016
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