Abstract: In this paper, a novel general class of optimality criteria is defined and proposed to solve multi-objective optimization problems by using evolutionary algorithms. These criteria, named ...

This is a modern implementation of the Hybrid Genetic Search (HGS) with Advanced Diversity Control of [1], specialized to the Capacitated Vehicle Routing Problem (CVRP). This algorithm has been ...

Abhik Biswas is the Co-Founder and CTO at Prakat Solutions Inc, writes to bridge scientific insights with practical engineering. Nature is not merely a source of inspiration for designers and ...

Abstract: The facility layout of the production workshop primarily focuses on the layout planning of production equipment to reduce material handling costs within the workshop. With the development of ...

In addition to single-nucleotide variations and small insertions-deletions (indels), larger-sized structural variations (for example, insertions, deletions, inversions, segmental duplications and copy ...

Our genetic heritage is not a blueprint or an algorithm, as many biologists have imagined, but something else entirely.

A Lightweight and User-Friendly EoH Framework for LLM-driven Automated Algorithm/Heuristic Design Heuristics are indispensable for tackling complex search and optimization problems. However, manual ...

A recent study has revealed that specific patterns of gene activity serve as a hidden map that guides the complex wiring of ...

My research focuses on the complex adaptive behavior that emerges in social systems. The goal of this work is to understand the principles by which aggregate patterns emerge from the simple ...

BACKGROUND: Hypertension induces structural and functional damage in multiple organs. Evidence of subclinical damage ...