Papagelis "Lossless fitness inheritance in genetic algorithms for decision trees", Soft Comput.--Fusion Found., Method. Appl., vol. 14, pp.973 -993 2010Kalles D: Lossless fitness inheritance in genetic algorithms for decision trees. Arxiv preprint cs/0611166 2006....
Between-individual genetic variation is the substrate for selection. Genetic polymorphisms range in size from single nucleotides (SNPs) to large scale insertions, deletions, or rearrangements that span several millions of base pairs [1,2]. Among these structural variants, inversions play a prominent r...
fitnessinheritancereducesthenumberoffunctionevaluationstoabouthalfandyieldsaspeed-upofabout1.75–2.25.1IntroductionSincetheinceptionofgeneticandevolutionaryalgorithms(GEAs),significantadvanceshavebeenmadeinthetheory,designandapplicationtocomplexreal-worldproblems.Adecompositionmethodologyhasbeenproposedforasuccessful...
fitness inheritance reduces the number of function evaluations to about half and yields a speed-up of about 1.75–2.25. 1 Introduction Since the inception of genetic and evolutionary algorithms (GEAs), significant advances have been made in the theory, design and application to complex real-...
Fuzzy Adaptive Search Method for Parallel Genetic Algorithm Based on Evolution History Genetic Algorithms (GAs) are well known as evolutionary computation with techniques inspired by evolutionary biology such as inheritance, mutation, selecti... LI Qiang,M Yoichiro - 《Biomedical Fuzzy & Human Sciences...
Lack of fitness costs and inheritance of resistance to Bacillus thuringiensis Cry1Ac toxin in a near-isogenic strain of Plutella xylostella (Lepidoptera: Plutellidae). Pest Manag. Sci. 72, 289–297 (2016). Article CAS PubMed Google Scholar Guo, Z. et al. MAPK signaling pathway alters ...
Smith RE, Dike BA, Stegmann SA (1995) Fitness inheritance in genetic algorithms. In: Proceedings of the ACM symposium on applied computing, pp 345–350 Strasser S, Sheppard J, Fortier N, Goodman R (2016) Factored evolutionary algorithms. IEEE Trans Evol Comput 21:281–293 Article Google Scho...
Kalles D: Lossless fitness inheritance in genetic algorithms for decision trees. Arxiv preprint cs/0611166 2006.Kalles D: Lossless fitness inheritance in genetic algorithms for decision trees. Arxiv preprint cs/0611166 2006.Kalles D: Lossless fitness inheritance in genetic algorithms for decision trees...
Fitness: the change in frequencies of alternative forms of an organismal trait over time in a population. Change can be within a generation, in which case transmission to the next generation depends on genetic and nongenetic inheritance, or among generations, in which case inheritance is implicit....
fitness inheritancefuzzy classificationgenetic algorithmSummary: Fuzzy classification rules are widely used for classification, as they are more interpretable as well as efficient in handling the real-world problems, which involves imprecision and vagueness. Genetic algorithms are proven stochastic search ...