Tuning of a neuro-fuzzy controller by genetic algorithm
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Cites background from "Tuning of a neuro-fuzzy controller ..."
...Other topics of interest related to this class of control scheme include tuning parameters in neuro-fuzzy controller via genetic algorithm [72], [209], [249], [306], tuning PID controllers via fuzzy neural networks [250],...
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1,485 citations
Cites background or methods from "Tuning of a neuro-fuzzy controller ..."
...AI techniques such as neural network, fuzzy system, and neural-fuzzy logic have been widely applied to proper tuning of PID controller parameters [1], [ 2 ]....
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...Many random search methods, such as genetic algorithm (GA) and simulated annealing (SA) [ 2 ]–[9], have recently received much interest for achieving high efficiency and searching global optimal solution in problem space....
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References
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"Tuning of a neuro-fuzzy controller ..." refers background or methods in this paper
...randomized. The Gray-Code transformation method is applied as it can enhance the GA searching engine [ 29 ]....
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...Further discussion on GAs can be obtained in [ 28 -29 ]....
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...schemes available for reproduction, such as ‘roulette wheel’, ‘tournament scheme’, ‘ranking scheme’, etc. [28, 29 ]....
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...The Linear Mapping Method [28, 29 ] is used for...
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...operator can put together the small pieces [ 29 ], it is set to be relatively high at the beginning of...
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6,758 citations
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"Tuning of a neuro-fuzzy controller ..." refers background or methods in this paper
...Several forms of objective functions are formulated in this paper which are applied to three different control systems....
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...I. INTRODUCTION FUZZY logic control systems, which have the capability oftransforming linguistic information and expert knowledge into control signals [1], [2], are currently being used in a wide variety of engineering applications [3]–[7]....
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