Foundations of Genetic Algorithms 6 (Foga-6)
Foundations of Genetic Algorithms 6 (Foga-6)
Testing the significance of the RV coefficient
Computational Statistics & Data Analysis
Enhancing the classification accuracy by scatter-search-based ensemble approach
Applied Soft Computing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Hardware design of a new genetic based disk scheduling method
Real-Time Systems
Comparison between deterministic and meta-heuristic methods applied to ancillary services dispatch
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Analyzing the impact of mirrored sampling and sequential selection in elitist evolution strategies
Proceedings of the 11th workshop proceedings on Foundations of genetic algorithms
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Nine selection-survival strategies were implemented in a genetic algorithm experiment, and differences in terms of evolution were assessed. The moments of evolution (expressed as generation numbers) were recorded in a contingency of three strategies (i.e., proportional, tournament, and deterministic) for two moments (i.e., selection for crossover and mutation and survival for replacement). The experiment was conducted for the first 20,000 generations in 46 independent runs. The relative moments of evolution (where evolution was defined as a significant increase in the determination coefficient relative to the previous generation) when any selection-survival strategy was used fit a Log-Pearson type III distribution. Moreover, when distributions were compared to one another, functional relationships were identified between the population parameters, revealing a degeneration of the Log-Pearson type III distribution in a one-parametrical distribution that can be assigned to the chosen variable—evolution strategy. The obtained theoretical population distribution allowed comparison of the selection-survival strategies that were used. © 2012 Wiley Periodicals, Inc. Complexity, 2012. © 2012 Wiley Periodicals, Inc.