articleTop 10% cited
Genetic algorithms: concepts and applications [in engineering design]
IEEE Transactions on Industrial Electronics · 1996 · Vol. 43(5) · pp. 519–534
K.F. Man✉(City University of Hong Kong)K.S. Tang(University of Hong Kong)Sam Kwong(University of Hong Kong)
Abstract
This paper introduces genetic algorithms (GA) as a complete entity, in which knowledge of this emerging technology can be integrated together to form the framework of a design tool for industrial engineers. An attempt has also been made to explain "why" and "when" GA should be used as an optimization tool.
Evolutionary Algorithms and ApplicationsAdvanced Multi-Objective Optimization AlgorithmsMetaheuristic Optimization Algorithms ResearchComputer scienceQuality control and genetic algorithmsGenetic algorithmEngineering optimizationIndustrial engineeringSoftware engineeringSystems engineeringTheoretical computer scienceAlgorithmEngineering
Citations
1,091
FWCI
8.03
field-weighted impact
References
135
Percentile
97%
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Citations per year
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References
An evolutionary algorithm that constructs recurrent neural networks
IEEE Transactions on Neural Networks · 1994 · 1,020 citations
Genetic Algorithms in Search
Medical Entomology and Zoology · 1989 · 10,051 citations
Genetic algorithms in search, optimization, and machine learning
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