3 papers
cs.NE2026
A Machine Learning Based Explainability Framework for Interpreting Swarm Intelligence
Nitin Gupta, Bapi Dutta, Anupam Yadav
Swarm based optimization algorithms have demonstrated remarkable success in solving complex optimization problems. However, their widespread adoption remains sceptical due to limit…
math.OC2025
Mutual Consensus and its Application in Minimum Cost Consensus Models
Diego GarcÃa-Zamora, Bapi Dutta, Luis MartÃnez
This paper introduces the concept of {mutual consensus} as a novel non-compensatory consensus measure that accounts for the maximum disparity among opinions to ensure robust consen…
cs.NE2025
Evolutionary Computation and Large Language Models: A Survey of Methods, Synergies, and Applications
Dikshit Chauhan, Bapi Dutta, Indu Bala +3
Integrating Large Language Models (LLMs) and Evolutionary Computation (EC) represents a promising avenue for advancing artificial intelligence by combining powerful natural languag…