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
212009
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
Distributed mixed variant differential evolution algorithms for unconstrained global optimization
G Jeyakumar, CS Velayutham
Memetic Computing 5 (4), 275-293, 2013
112013
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 heterogeneous mixing of differential and dynamic differential evolution variants for unconstrained global optimization
G Jeyakumar, CS Velayutham
Soft Computing 18 (10), 1949-1965, 2014
92014
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
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
52015
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,< institution-wrap>< institution content-type …, 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
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
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
32009
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
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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