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» Genetic Search Based on Multiple Mutations
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COMPUTER
2000
74views more  COMPUTER 2000»
13 years 4 months ago
Genetic Search Based on Multiple Mutations
Veljko M. Milutinovic, Dragana Cvetkovic, Jelena M...
GECCO
2006
Springer
132views Optimization» more  GECCO 2006»
13 years 8 months ago
"Optimal" mutation rates for genetic search
Using a set of model landscapes we examine how different mutation rates affect different search metrics. We show that very universal heuristics, such as 1/N and the error threshol...
Jorge Cervantes, Christopher R. Stephens
SAC
2006
ACM
13 years 10 months ago
Adaptive mutation with fitness and allele distribution correlation for genetic algorithms
In this paper, a new gene based adaptive mutation scheme is proposed for genetic algorithms (GAs), where the information on gene based fitness statistics and on gene based allele...
Shengxiang Yang, Sima Uyar
ICARIS
2007
Springer
13 years 11 months ago
Immune and Evolutionary Approaches to Software Mutation Testing
We present an Immune Inspired Algorithm, based on CLONALG, for software test data evolution. Generated tests are evaluated using the mutation testing adequacy criteria, and used to...
Peter May, Jon Timmis, Keith Mander
AUSAI
2005
Springer
13 years 10 months ago
Accelerating Real-Valued Genetic Algorithms Using Mutation-with-Momentum
: In a canonical genetic algorithm, the reproduction operators (crossover and mutation) are random in nature. The direction of the search carried out by the GA system is driven pur...
Luke Temby, Peter Vamplew, Adam Berry