Now showing items 21-24 of 24
Genetic algorithms based on primal-dual chromosomes for royal road functions
(WSEAS Press, 2002-02)
Genetic algorithms (GAs) have been broadly studied by a huge amount of researchers and there are many variations developed based on Holland’s simple genetic algorithm (SGA). Inspired by the idea of diploid genotype and ...
Evolutionary algorithms in dynamic environments
(Northeastern University Press， China, 2007-02)
Evolutionary algorithms (EAs) are widely and often used for solving stationary optimization problems where the fitness landscape or objective function does not change during the course of computation. However, the environments ...
Hybrid genetic algorithm based on bin packing strategy for the unrelated parallel workgroup scheduling problem
In this paper we focus on an unrelated parallel workgroup scheduling problem where each workgroup is composed of a number of personnel with similar work skills which has eligibility and human resource constraints. The ...
A new crossover mechanism for genetic algorithms for tree optimization problems
(IEEE Press, 2020)
Genetic Algorithms (GAs) have been widely applied in Steiner tree optimization problems. However, as the core operation, existing crossover operators for tree-based GAs suffer from producing illegal offspring trees. ...