Applied Simulated Annealing: 396 - Brossura

Brossura

ISBN 10: 354056229X ISBN 13: 9783540562290

Casa editrice: Springer-Verlag, 1993

Riassunto

In February 1992, I defended my doctoral thesis: Engineering Optimiza­ tion - selected contributions (IMSOR, The Technical University of Den­ mark, 1992, p. 92). This dissertation presents retrospectively my central contributions to the theoretical and applied aspects of optimization. When I had finished my thesis I became interested in editing a volume related to a new expanding area of applied optimization. I considered several approaches: simulated annealing, tabu search, genetic algorithms, neural networks, heuristics, expert systems, generalized multipliers, etc. Finally, I decided to edit a volume related to simulated annealing. My main three reasons for this choice were the following: (i) During the last four years my colleagues at IMSOR and I have car­ ried out several applied projects where simulated annealing was an essential. element in the problem-solving process. Most of the avail­ able reports and papers have been written in Danish. After a short review I was convinced that most of these works deserved to be pub­ lished for a wider audience. (ii) After the first reported applications of simulated annealing (1983- 1985), a tremendous amount of theoretical and applied work have been published within many different disciplines. Thus, I believe that simulated annealing is an approach that deserves to be in the curricula of, e.g. Engineering, Physics, Operations Research, Math­ ematical Programming, Economics, System Sciences, etc. (iii) A contact to an international network of well-known researchers showed that several individuals were willing to contribute to such a volume.

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Contenuti

1. Problem Independent Distributed Simulated Annealing and its Applications.- 2. On Simulating Thermodynamics.- 3. Solving the Quadratic Assignment Problem.- 4. A Computational Comparison of Simulated Annealing and Tabu Search Applied to the Quadratic Assignment Problem.- 5. School Timetables: A Case Study in Simulated Annealing.- 6. Using Simulated Annealing for Efficient Allocation of Students to Practical Classes.- 7. Timetabling by Simulated Annealing.- 8. Using Simulated Annealing to Solve Concentrator Location Problems in Telecommunication Networks.- 9. Design of a Teleprocessing Communication Network Using Simulated Annealing.- 10. Location of Civil Defence Sirens.- 11. Solving the Afforestation Problem.- 12. Algorithms for Nesting Problems.- 13. Balanced Grouping through Simulated Annealing.- 14. Optimal Partition of an Interval ― The Discrete Version.- 15. Simulated Annealing in Image Processing.- 16. Optimal Pallet Capacity for a FMS.- 17. Final Remarks.

Dettagli dell'edizione

• Editore: Springer-Verlag
• Data di pubblicazione: 1993
• Lingua: Inglese
• ISBN 10: 354056229X
• ISBN 13: 9783540562290
• Rilegatura: Copertina flessibile
• Numero di pagine: 376
• Redattore: Vidal René V. V.
• Contatto del produttore: non disponibile
• Persona responsabile: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3,69115 Heidelberg, Germany; Heidelberg; 69115; Germania