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Differential Evolution with Nearest & Better Option for Function Optimization
Differential evolution is the conventional algorithm with the fastest co...
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Differential Evolution with Generalized Mutation Operator for Parameters Optimization in Gene Selection for Cancer Classification
Differential Evolution (DE) proved to be one of the most successful evol...
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A novel mutation operator based on the union of fitness and design spaces information for Differential Evolution
Differential Evolution (DE) is one of the most successful and powerful e...
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Geometry of Arimoto Algorithm
This paper aims to reveal information geometric structure of Arimoto alg...
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Review and Analysis of Three Components of Differential Evolution Mutation Operator in MOEA/D-DE
A decomposition-based multi-objective evolutionary algorithm with a diff...
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Tile Pattern KL-Divergence for Analysing and Evolving Game Levels
This paper provides a detailed investigation of using the Kullback-Leibl...
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Optimal Experimental Design of Field Trials using Differential Evolution
When setting up field experiments, to test and compare a range of genoty...
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A Novel and Robust Evolution Algorithm for Optimizing Complicated Functions
In this paper, a novel mutation operator of differential evolution algorithm is proposed. A new algorithm called divergence differential evolution algorithm (DDEA) is developed by combining the new mutation operator with divergence operator and assimilation operator (divergence operator divides population, and, assimilation operator combines population), which can detect multiple solutions and robustness in noisy environment. The new algorithm is applied to optimize Michalewicz Function and to track changing of rain-induced-attenuation process. The results based on DDEA are compared with those based on Differential Evolution Algorithm (DEA). It shows that DDEA algorithm gets better results than DEA does in the same premise. The new algorithm is significant for optimizing and tracking the characteristics of MIMO (Multiple Input Multiple Output) channel at millimeter waves.
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