Determination of Practical Genetic Algorithm Parameter Settings
Matthew Gibbs
Broschiertes Buch

Determination of Practical Genetic Algorithm Parameter Settings

Applications to the Operation of Water Distribution Systems

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While there has been extensive research demonstrating the potential of Genetic Algorithms (GA) in a variety of practical applications, the method has not been widely adopted in practice. A significant factor in this lack of uptake is the difficulty in determining appropriate parameter settings to ensure suitable solutions are found. Generally, the most suitable GA parameters must be found for each optimisation problem, and therefore it is expected that the best parameter values would be related to the characteristics of the fitness function. This book suggests two approaches for setting GA par...