Computational Optimization Techniques: Algorithms and Applications

Rupesh Kumar Tipu (u. a.)

ISBN 10: 6207806778 / ISBN 13: 9786207806775

Verlag: LAP LAMBERT Academic Publishing, 2024

Computational Optimization Techniques: Algorithms and Applications | Rupesh Kumar Tipu (u. a.) | Taschenbuch | Englisch | 2024 | LAP LAMBERT Academic Publishing | EAN 9786207806775 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Bestandsnummer des Verkäufers 129634552

Inhaltsangabe:

"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.

Bibliografische Details

Titel: Computational Optimization Techniques: ...
Verlag: LAP LAMBERT Academic Publishing
Erscheinungsdatum: 2024
Einband: Taschenbuch
Zustand: Neu