3 papers
math.OC2025
Mutual Consensus and its Application in Minimum Cost Consensus Models
Diego García-Zamora, Bapi Dutta, Luis Martínez
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
Explainable Information Processing in Particle Swarm Optimization through Landscape and Search Behavior Analysis
Nitin Gupta, Bapi Dutta, Anupam Yadav
Swarm-based optimization algorithms have demonstrated remarkable success in solving complex problems, yet their widespread adoption remains limited due to poor transparency in how…
cs.NE2025
Large Language Models and Evolutionary Computation: A Critical Review of Bidirectional Interaction, Automated Algorithm Design, and Co-Adaptive Systems
Dikshit Chauhan, Bapi Dutta, Indu Bala +3
Large Language Models (LLMs) and Evolutionary Computation (EC) are increasingly being combined to support automated optimization, algorithm design, and adaptive decision-making. Th…