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Computational Optimization Techniques: Algorithms and Applications

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Book Details
Language
English
Publishers
LAP LAMBERT Academic Publishing (19 Jun. 2024)
Weight
0.13 KG
Publication Date
19/06/2024
ISBN-10
6207806778
Pages
76 pages
ISBN-13
9786207806775
Dimensions
15 x 0.46 x 22 cm
SKU
9786207806775
Author Name
RUPESH KUMAR TIPU (Author)
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"Computational Optimization Techniques: Algorithms and Applications" provides a comprehensive exploration of optimization methods, ranging from classical techniques like linear and nonlinear programming to advanced metaheuristic algorithms such as genetic algorithms, particle swarm optimization, and ant colony optimization. The book delves into the mathematical foundations of optimization, practical implementations with detailed code examples, and various real-world applications, including engineering design, machine learning, and scheduling problems.

Additionally, it highlights the benefits of hybrid metaheuristic methods, combining different algorithms to enhance performance and robustness. This book serves as a valuable resource for students, researchers, and practitioners seeking to understand and apply optimization techniques in diverse fields.

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