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Evolutionary Optimization - 9780387094250

Un libro in lingua di Ernesto Sanchez Massimiliano Schillaci Giovanni Squillero edito da Springer Verlag, 2011

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Evolutionary Optimization The µGP Toolkit offers a cohesive, thorough exploration of the scattered material on µGP features that has been presented to and validated by the scientific community, giving a fresh perspective on the subject. The book begins with an overview of the most popular techniques of evolutionary computation, followed by a discussion of the theoretical and practical aspects of µGP. The design and implementation of the tool are described, providing the reader with a conceptual model of the approach and a reference for operation. Several examples are detailed, starting from the informal description of the target problem, proceeding to the writing of syntactic constraints and configuration and to fitness evaluation, ending with actual results.Practitioners, researchers and students will find this volume a valuable reference in working with µGP, whether for the resolution of real-world problems, or for testing theoretical ideas.

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