C. Shunmuga Velayutham

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 17

Top Topics

Constrained Global Optimization

Differential Evolution

Preliminary Investigation

Top Venues

Expert Syst. Appl.

Int. J. Bio Inspired Comput.

Publications

Indu M. T., C. Shunmuga Velayutham
Differential evolution ensemble designer. Expert Syst. Appl. 238 (Part C) (2024)
M. T. Indu, C. Shunmuga Velayutham
A Grammatical Evolution Based Automated Configuration of an Ensemble Differential Evolution Algorithm. PReMI (2023)
C. Shunmuga Velayutham, Sujit Subramanian S, Arvindram K, Madhusoodhan Sathya, Nathiyaa Sengodan, Divesh Kosuri, Sai Satvik Arvapalli, Thangavelu S, Jeyakumar Gurusamy
EvoPrunerPool: An Evolutionary Pruner using Pruner Pool for Compressing Convolutional Neural Networks. GECCO Companion (2023)
Ritwik Murali, T. Palanisamy, C. Shunmuga Velayutham
Evolving malware variants as antigens for antivirus systems. Expert Syst. Appl. 226 (2023)
Ritwik Murali, C. Shunmuga Velayutham
Adapting novelty towards generating antigens for antivirus systems. GECCO (2022)
Indu M. T., C. Shunmuga Velayutham
A meta-evolutionary selection of constituents in ensemble differential evolution algorithm. Expert Syst. Appl. 205 (2022)
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)
Ritwik Murali, C. Shunmuga Velayutham
A preliminary investigation into automatically evolving computer viruses using evolutionary algorithms. J. Intell. Fuzzy Syst. 38 (5) (2020)
K. Vignesh Kumar, R. Sourav, C. Shunmuga Velayutham, Vidhya Balasubramanian
Fitness Function Design for Neuroevolution in Goal-Finding Game Environments. ICCCI (CCIS Volume) (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)
V. Anantha Narayanan, C. K. Shyamala, C. Shunmuga Velayutham
T{h}inker for Engaging Learning Experience in Computational Thinking and Programming. EDUCON (2019)
M. T. Indu, K. Somasundaram, C. Shunmuga Velayutham
A Preliminary Investigation on a Graph Model of Differential Evolution Algorithm. PReMI (1) (2019)
Shanmuga Sundaram Thangavelu, Vibha Rao, C. K. Shyamala, C. Shunmuga Velayutham
Introductory Programming Using Non-Textual Modalities - An Empirical Study on Skill Assessment Using Rainfall Problem. EDUCON (2019)
V. Anantha Narayanan, C. K. Shyamala, C. Shunmuga Velayutham
T{h}inker: A Physical Computing Tool Kit for Computational Thinking. ICALT (2018)
C. K. Shyamala, C. Shunmuga Velayutham, Latha Parameswaran
Teaching computational thinking to entry-level undergraduate engineering students at Amrita University. EDUCON (2017)
Saravanan Subramanian, Santu Rana, Sunil Gupta, Palaniappan Bagavathi Sivakumar, C. Shunmuga Velayutham, Svetha Venkatesh
Bayesian nonparametric Multiple Instance Regression. ICPR (2016)
Shanmuga Sundaram Thangavelu, C. Shunmuga Velayutham
An investigation on mixing heterogeneous differential evolution variants in a distributed framework. Int. J. Bio Inspired Comput. 7 (5) (2015)
Shanmuga Sundaram Thangavelu, C. Shunmuga Velayutham
Combining Different Differential Evolution Variants in an Island Based Distributed Framework-An Investigation. ISI (1) (2014)
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)
Shanmuga Sundaram Thangavelu, C. Shunmuga Velayutham
Taguchi Method Based Parametric Study of Generalized Generation Gap Genetic Algorithm Model. 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)
D. K. Ashwin Raju, C. Shunmuga Velayutham
A Study on Genetic Algorithm based Video Abstraction System. 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)
C. Shunmuga Velayutham, Satish Kumar
Asymmetric subsethood-product fuzzy neural inference system (ASuPFuNIS). IEEE Trans. Neural Networks 16 (1) (2005)
C. Shunmuga Velayutham, Satish Kumar
Differential Evolution Based On-Line Feature Analysis in an Asymmetric Subsethood Product Fuzzy Neural Network. ICONIP (2004)
C. Shunmuga Velayutham, Satish Kumar
Some applications of an asymmetric subsethood product fuzzy neural inference system. FUZZ-IEEE (2003)
C. Shunmuga Velayutham, Satish Kumar, Sandeep Paul
Evolvable Subsethood Product Fuzzy Neural Network for Pattern Classification. Int. J. Pattern Recognit. Artif. Intell. 16 (7) (2002)
C. Shunmuga Velayutham, Sandeep Paul, Satish Kumar
Evolutionary Subsethood Product Fuzzy Neural Network. AFSS (2002)