Metaheuristic Algorithms in Optimal Design of Engineering Problems - Hardcover

Hardcover

ISBN 10: 3725850755 ISBN 13: 9783725850754

Verlag: MDPI AG, 2025

Inhaltsangabe

Metaheuristic algorithms are advanced optimization methods widely used to solve complex engineering design problems. They operate by iteratively searching the solution space, employing strategies inspired by natural or physical processes to balance exploration and exploitation. Common examples include genetic algorithms, particle swarm optimization, simulated annealing, and ant colony optimization. These algorithms are effective for large-scale, nonlinear, and non-convex problems, making them valuable in fields such as mechanical, civil, electrical, and aerospace engineering. Metaheuristics can efficiently find near-optimal solutions where traditional methods may fail or become computationally expensive. Their performance depends on factors like initial solution quality, algorithm selection, and parameter tuning. By integrating metaheuristics with domain-specific knowledge, engineers can optimize system designs to meet performance, cost, and operational constraints. As research progresses, metaheuristic algorithms continue to expand their applicability and effectiveness in solving real-world engineering challenges.

Details zur Ausgabe

• Verlag: MDPI AG
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 3725850755
• ISBN 13: 9783725850754
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 238
• Herausgeber: Knypiński Lukasz, Devarapalli Ramesh, Kaminski Marcin
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland