Genetic Algorithms

2 items

RESEARCHarXiv CS.AI·4/8/2026

Algebraic Structure Discovery for Real World Combinatorial Optimisation Problems: A General Framework from Abstract Algebra to Quotient Space Learning

O conteúdo apresenta um framework geral para identificar estruturas algébricas em problemas de otimização combinatória, visando reduzir o espaço de busca e melhorar a descoberta da solução ótima global. Ele formaliza operações e constrói espaços quociente para otimizar sobre representações reduzidas, com aplicações em tarefas de combinação de regras usando algoritmos genéticos.

Rule-Based Systems Combinatorial Optimisation Quotient Space Learning Genetic Algorithms

RESEARCHDEV.to AI·29d ago

A Comparative Study of Adaptive Crossover Operators for Genetic Algorithms toResolve the Traveling Salesman Problem

This research paper presents a comparative study on the effectiveness of various adaptive crossover operators within genetic algorithms for optimizing solutions to the Traveling Salesman Problem. It investigates how different operator strategies impact the convergence and solution quality in this classic combinatorial optimization challenge.

Optimization Genetic Algorithms Adaptive Crossover Traveling Salesman Problem