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Anotace knihy

This timely review book summarizes the§state-of-the-art developments in nature-inspired optimization algorithms and§their applications in engineering. Algorithms and topics include the overview§and history of nature-inspired algorithms, discrete firefly algorithm, discrete§cuckoo search, plant propagation algorithm, parameter-free bat algorithm,§gravitational search, biogeography-based algorithm, differential evolution,§particle swarm optimization and others. Applications include vehicle routing,§swarming robots, discrete and combinatorial optimization, clustering of§wireless sensor networks, cell formation, economic load dispatch, metamodeling,§surrogated-assisted cooperative co-evolution, data fitting and reverse§engineering as well as other case studies in engineering. This book will be an§ideal reference for researchers, lecturers, graduates and engineers who are§interested in nature-inspired computation, artificial intelligence and§computational intelligence. It can also serve as a reference for relevant§courses in computer science, artificial intelligence and machine learning, natural§computation, engineering optimization and data mining.§§

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Nature-Inspired Computation in Engineering
• Autor: Xin-She Yang
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 276
• EAN: 9783319302331
• ISBN: 3319302337
• ID: 02917754
• Nakladatelství: Springer International Publishing AG
• Hmotnost: 5561 g
• Rozměry: 235 × 155 × 22 mm
• Datum vydání: 20. March 2016

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