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Optimization Techniques: Practical Approaches

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Book Details
Language
English
Publishers
LAP LAMBERT Academic Publishing (21 Jun. 2024)
Weight
0.18 KG
Publication Date
21/06/2024
ISBN-10
6207807189
Pages
116 pages
ISBN-13
9786207807185
Dimensions
15 x 0.69 x 22 cm
SKU
9786207807185
Author Name
RUPESH KUMAR TIPU (Author)
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"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. .

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