By Ian Dempsey,Michael O'Neill,Anthony Brabazon
ISBN-10: 3642003133
ISBN-13: 9783642003134
ISBN-10: 3642101402
ISBN-13: 9783642101403
Dynamic environments abound, encompassing many real-world difficulties in fields as varied as finance, engineering, biology and enterprise. a colourful study literature has emerged which takes thought from evolutionary approaches to enhance problem-solvers for those environments.
'Foundations in Grammatical Evolution for Dynamic Environments' is a innovative quantity illustrating present state-of-the-art in utilising grammar-based evolutionary computation to resolve real-world difficulties in dynamic environments. The publication offers a transparent creation to dynamic environments and the kinds of swap which could happen. this can be via an in depth description of evolutionary computation, focusing on the robust Grammatical Evolution technique. It maintains through addressing basic concerns dealing with all Evolutionary Algorithms in dynamic difficulties, akin to tips to adapt and generate constants, the right way to improve evolvability and retain range. eventually, the constructed equipment are illustrated with program to the real-world dynamic challenge of buying and selling on monetary time-series.
The publication used to be written to be available to a large viewers and may be of curiosity to practitioners, lecturers and scholars, who're trying to follow grammar-based evolutionary algorithms to resolve difficulties in dynamic environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is the second one publication devoted to the subject of Grammatical Evolution.
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Foundations in Grammatical Evolution for Dynamic Environments (Studies in Computational Intelligence) by Ian Dempsey,Michael O'Neill,Anthony Brabazon
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