2 papers
cs.LG2025
Enhancing Explainability and Reliable Decision-Making in Particle Swarm Optimization through Communication Topologies
Nitin Gupta, Indu Bala, Bapi Dutta +2
Swarm intelligence effectively optimizes complex systems across fields like engineering and healthcare, yet algorithm solutions often suffer from low reliability due to unclear con…
cs.AI2025
Building Interval Type-2 Fuzzy Membership Function: A Deck of Cards based Co-constructive Approach
Bapi Dutta, Diego GarcÃa-Zamora, José Rui Figueira +1
Since its inception, Fuzzy Set has been widely used to handle uncertainty and imprecision in decision-making. However, conventional fuzzy sets, often referred to as type-1 fuzzy se…