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Bio-Inspired Optimization Algorithms for Engineering Applications (Berichte Aus Der Informatik) by Sibylle Müller is a nonfiction available to read on EtoBox.

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The optimization of physical processes in engineering applications poses different challenges to the optimization engineer such as: Which optimization algorithm do I choose for a particular application? How do I choose optimization parameters and functions in a practical problem? How do I optimize highly dynamical, noisy, or expensive problems?This thesis answers these questions in the context of stochastic optimization methods and applications. It provides new developments of bio-inspired optimization algorithms with an emphasis on evolutionary algorithms and their applications to a wide ränge of problems in the areas turbomachinery, aeronautics, and micro- and nanotechnology.The development of bio-inspired algorithms includes the coupling of evolutionary algorithms with machine learning techniques for generalization purposes, the enhancement of convergence speed of evolutionary algorithms for parallel Computer architectures, and a novel optimization algorithm in-spired by the food-searching behavior of bacteria.In the application part. we discuss the optimal design of airfoil prohles, the cooling of turbine blades, jet mixing, and aircraft trailing vortex destruction, as well as

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Author

Sibylle Müller

Publisher

Shaker Verlag GmbH, Germany

Published

2002

Language

EN

ISBN

9783832209278

Category

nonfiction

Subjects

Computer Science, Mathematics, Stem