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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik Design of Modern Heuristics
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Design of Modern Heuristics
Franz Rothlauf (Broschiert, Englisch)
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Beschreibung
Most textbooks on modern heuristics provide the reader with detailed descriptions of the functionality of single examples like genetic algorithms, genetic programming, tabu search, simulated annealing, and others, but fail to teach the underlying concepts behind these different approaches. The author takes a different approach in this textbook by focusing on the users' needs and answering three… fundamental questions: First, he tells us which problems modern heuristics are expected to perform well on, and which should be left to traditional optimization methods. Second, he teaches us to systematically design the "right" modern heuristic for a particular problem by providing a coherent view on design elements and working principles. Third, he shows how we can make use of problem-specific knowledge for the design of efficient and effective modern heuristics that solve not only small toy problems but also perform well on large real-world problems. This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use.This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use.This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use. 69,54 €
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Technische Daten
Erscheinungsdatum
27.11.2013
Sprache
Englisch
EAN
9783642270703
Herausgeber
Springer Berlin
Serien- oder Bandtitel
Natural Computing Series
Sonderedition
Nein
Autor
Franz Rothlauf
Seitenanzahl
267
Einbandart
Broschiert
Buch Untertitel
Principles and Application
Schlagwörter
Automated Programming, Design Principles, Evolutionary Computing, Heuristics, Modern Heuristics, Operations Research, Problem-Solving, Search
Thema-Inhalt
UYQ - Künstliche Intelligenz
PBU - Optimierung
KJQ - Wirtschaftsmathematik und -informatik, IT-Management
UF - Unternehmensanwendungen
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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