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Schema Analysis of Average Fitness in Multiplicative Landscape
2003By applying the schema theorem, we study the effects of crossover in Genetic Algorithms with the multiplicative fitness function. On this landscape, the analytical expression of the exact schema theorem can be obtained, and this makes it possible to carry out the mathematical investigation of genetic operators. We consider the average fitness under the
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Dynamic Fitness Landscape Analysis on Differential Evolution Algorithm
2016Dynamic fitness landscape analyses mainly try to figure out the performance of evolutionary algorithms through some simple graphs and effective data. In this paper, we focus on one of evolutionary algorithms named as differential evolution (DE) algorithm.
Shuling Yang +4 more
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Benchmark Fitness Landscape Analysis
International journal of simulation: systems, science & technology, 2020Galina Merkuryeva, Vitaly Bolshakov
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Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab
2012Many different techniques have been developed for fitness landscape analysis. We present a consolidated and uniform implementation inside the heuristic optimization platform HeuristicLab. On top of these analysis methods a new approach to empirical measurement of isotropy is presented that can be used to extend existing methods. Results are shown using
Erik Pitzer +3 more
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Recent advances in fitness landscape analysis
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019Gabriela Ochoa, Katherine M. Malan
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Differential evolution with adaptive mutation strategy based on fitness landscape analysis
Information Sciences, 2021Kangshun Li, Zhiping Tan
exaly
Analysis of the fitness landscape for the class of combinatorial optimisation problems. [PDF]
, 2013 Anatomy of the fitness landscape for a group of well known combinatorial optimisation problems is studied in this research and the similarities and the differences between their landscapes are pointed out. In this research we target the analysis of the fitness landscape for MAX-SAT, Graph-Colouring, Travelling Salesman and Quadratic Assignment problems.
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Artificial bee colony algorithm based on online fitness landscape analysis
Information Sciences, 2023Mingwen Wang, Xinyu Zhou
exaly
Spurious regulatory connections dictate the expressionâfitness landscape of translation factors
Molecular Systems Biology, 2021Jean-Benoit Lalanne, Gene-Wei Li
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Adaptive Differential Evolution Algorithm Based on Fitness Landscape Characteristic
Mathematics, 2022Shi Qi Luo
exaly