Handbook of metaheuristic algorithms : from fundamental theories to advanced applications /: from fundamental theories to advanced applications. (2023)

• Record Type: Book
• Further Information: Note: Chun-Wei Tsai, Ming-Chao Chiang.
• Authors: Tsai, Chun-Wei; Chiang, Ming-Chao
• Contents: PART 1 Fundamentals 1. Introduction 2. Optimization problems 3. Traditional methods 4. Metaheuristic algorithms 5. Simulated annealing 6. Tabu search 7. Genetic algorithm 8. Ant colony optimization 9. Particle swarm optimization 10. Differential evolution PART 2 Advanced technologies 11. Solution encoding and initialization operator 12. Transition operator 13. Evaluation and determination operators 14. Parallel metaheuristic algorithm 15. Hybrid metaheuristic and hyperheuristic algorithms 16. Local search algorithm 17. Pattern reduction 18. Search economics 19. Advanced applications 20. Conclusion and future research directions A. Interpretations and analyses of simulation results B. Implementation in Python
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2023
• Extent: 1 online resource (500 pages)
• Subjects: 519.6; Metaheuristics
• Languages: English
• ISBNs: 9780443191091
• Related ISBNs: 9780443191084
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.