Description: Further DetailsTitle: Handbook of Metaheuristic AlgorithmsCondition: NewDescription: Handbook of Metaheuristic Algorithms: From Fundamental Theories to Advanced Applications provides a brief introduction to metaheuristic algorithms from the ground up, including basic ideas and advanced solutions. Although readers may be able to find source code for some metaheuristic algorithms on the Internet, the coding styles and explanations are generally quite different, and thus requiring expanded knowledge between theory and implementation. This book can also help students and researchers construct an integrated perspective of metaheuristic and unsupervised algorithms for artificial intelligence research in computer science and applied engineering domains. Metaheuristic algorithms can be considered the epitome of unsupervised learning algorithms for the optimization of engineering and artificial intelligence problems, including simulated annealing (SA), tabu search (TS), genetic algorithm (GA), ant colony optimization (ACO), particle swarm optimization (PSO), differential evolution (DE), and others. Distinct from most supervised learning algorithms that need labeled data to learn and construct determination models, metaheuristic algorithms inherit characteristics of unsupervised learning algorithms used for solving complex engineering optimization problems without labeled data, just like self-learning, to find solutions to complex problems.Author: Ming-Chao Chiang, Chun-Wei TsaiCountry/Region of Manufacture: USEAN: 9780443191084Format: PaperbackGenre: Computing & InternetISBN: 9780443191084Item Height: 229mmItem Length: 152mmItem Weight: 450gLanguage: EnglishPublisher: Academic Press IncRelease Date: 06/05/2023Book Series: Uncertainty, Computational Techniques, and Decision IntelligenceSubtitle: From Fundamental Theories to Advanced ApplicationsRelease Year: 2023 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Handbook of Metaheuristic Algorithms
Country/Region of Manufacture: US
EAN: 9780443191084
Genre: Computing & Internet
ISBN: 9780443191084
Item Height: 229mm
Item Weight: 450g
Release Date: 06/05/2023
Release Year: 2023
Subtitle: From Fundamental Theories to Advanced Applications
Title: Handbook of Metaheuristic Algorithms
Number of Pages: 500 Pages
Publication Name: Handbook of Metaheuristic Algorithms : from Fundamental Theories to Advanced Applications
Language: English
Publisher: Elsevier Science & Technology
Subject: Management Information Systems, Intelligence (Ai) & Semantics, General
Publication Year: 2023
Type: Textbook
Author: Chun-Wei Tsai, Ming-Chao Chiang
Item Length: 9 in
Subject Area: Mathematics, Computers, Technology & Engineering
Item Width: 6 in
Series: Uncertainty, Computational Techniques, and Decision Intelligence Ser.
Format: Trade Paperback
