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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Anwendungs-Software Configurable Intelligent Optimization Algorithm
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Configurable Intelligent Optimization Algorithm
Fei Tao, Lin Zhang, Yuanjun Laili (Gebundene Ausgabe, Englisch)
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Beschreibung
Presenting the concept and design and implementation of configurable intelligent optimization algorithms in manufacturing systems, this book provides a new configuration method to optimize manufacturing processes. It provides a comprehensive elaboration of basic intelligent optimization algorithms, and demonstrates how their improvement, hybridization and parallelization can be applied to… manufacturing. Furthermore, various applications of these intelligent optimization algorithms are exemplified in detail, chapter by chapter. The intelligent optimization algorithm is not just a single algorithm; instead it is a general advanced optimization mechanism which is highly scalable with robustness and randomness. Therefore, this book demonstrates the flexibility of these algorithms, as well as their robustness and reusability in order to solve mass complicated problems in manufacturing. Since the genetic algorithm was presented decades ago, a large number of intelligent optimization algorithms and their improvements have been developed. However, little work has been done to extend their applications and verify their competence in solving complicated problems in manufacturing.This book will provide an invaluable resource to students, researchers, consultants and industry professionals interested in engineering optimization. It will also be particularly useful to three groups of readers: algorithm beginners, optimization engineers and senior algorithm designers. It offers a detailed description of intelligent optimization algorithms to algorithm beginners; recommends new configurable design methods for optimization engineers, and provides future trends and challenges of the new configuration mechanism to senior algorithm designers. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
09.09.2014
Sprache
Englisch
EAN
9783319088396
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Springer Series in Advanced Manufacturing
Sonderedition
Nein
Autor
Fei Tao, Lin Zhang, Yuanjun Laili
Seitenanzahl
361
Einbandart
Gebundene Ausgabe
Buch Untertitel
Design and Practice in Manufacturing
Schlagwörter
Configuration Intelligent Optimization Algorithm, Hybrid Intelligent Optimization Algorithm, Manufacturing System, Optimization and Scheduling, Parallel Intelligent Optimization Algorithm
Thema-Inhalt
UGC - Computer-Aided Design (CAD)
TGP - Fertigungstechnik und Ingenieurwesen
PBKS - Numerische Mathematik
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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