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Optimization Techniques: Practical Approaches

Optimization Techniques: Practical Approaches

Paperback

Technology & Engineering

ISBN10: 6207807189
ISBN13: 9786207807185
Publisher: LAP Lambert Academic Publishing
Published: Jun 21 2024
Pages: 116
Weight: 0.40
Height: 0.28 Width: 6.00 Depth: 9.00
Language: English
Optimization Techniques: Practical Approaches provides a comprehensive guide to the various methods and applications of optimization across multiple fields. The book begins with an introduction to the fundamental concepts of optimization and progresses through classical and modern techniques such as gradient-based methods, metaheuristics, and hybrid approaches. It delves into specific applications in machine learning, industry, energy systems, finance, economics, and healthcare. The book also explores advanced topics like quantum optimization and real-time optimization, and it includes detailed explanations, mathematical formulations, examples, pseudocode, and practical applications. Supplementary sections cover mathematical foundations, a glossary of terms, a bibliography, and an index, making this book a valuable resource for students, researchers, practitioners, and educators.

Also from

Kumar Tipu, Rupesh

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Technology & Engineering