Real-Parameter Optimization with Differential Evolution

2005572 citationsJournal Article

Authors

Jani Rönkkönen · Lappeenranta-Lahti University of Technology

Saku Kukkonen · Lappeenranta-Lahti University of Technology

Kenneth V. Price · Kaiser Permanente Vacaville Medical Center

Abstract

This study reports how the differential evolution (DE) algorithm performed on the test bed developed for the CEC05 contest for real parameter optimization. The test bed includes 25 scalable functions, many of which are both non-separable and highly multi-modal. Results include DE's performance on the 10 and 30-dimensional versions of each function

Topics & Keywords

Metaheuristic Optimization Algorithms Research Evolutionary Algorithms and Applications Advanced Multi-Objective Optimization Algorithms

Publication Details

Volume 1, pp. 506-513

DOI: 10.1109/cec.2005.1554725

Field-Weighted Citation Impact: 20.15

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Real-Parameter Optimization with Differential Evolution

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Abstract

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Publication Details