**Commenced**in January 2007

**Frequency:**Monthly

**Edition:**International

**Paper Count:**32931

##### Simulated Annealing and Genetic Algorithm in Telecommunications Network Planning

**Authors:**
Aleksandar Tsenov

**Abstract:**

**Keywords:**
Concentrator network,
genetic algorithm,
simulated
annealing,
UCPL.

**Digital Object Identifier (DOI):**
doi.org/10.5281/zenodo.1055034

**References:**

[1] Aarts E. & J. Korst, "Simulated Annealing and Boltzmann Machines", Wiley & Sons Ltd., 1989.

[2] Aarts E. & J. Lenstra (Eds.), "Local Search in Combinatorial Optimization", Wiley & Sons Inc., 1997.

[3] Chardaire P., A. Kapsalis, J.W. Mann, V.J. Rayward-Smith and G.D. Smith, "Applications of Genetic Algorithms in Telecommunications", Proceedings of the 2nd International Workshop on Applications of Neural Networks to Telecommunications, pp. 290-299, 1995.

[4] Elsersy M., M. Abdelmagid, M. Marie, S. Gamal "Optical Network Design Optimization using Genetic Algorithms", presented at ICENCO 2004, pp 11-16, Cairo University, Giza, Egypt, 2004.

[5] Girard A., "Routing in dimensioning in circuit - switched networks", Addison - Wesley Publishing Company, ISBN - 0-201-12792-X, 1990.

[6] Hoang, H.H. "A Computational Approach to the selection of an Optimal Network", Management Science, vol. 19, pp. 488 - 498, 1973.

[7] Jorgensen, N. M., "Simulated annealing in FWA-network", Master thesis on Informatics and Mathematical Modeling, TU-Denmark, September, 2001.

[8] Kirkpatrick S., C.D. Gelatt Jr., M.P. Vecchi, "Optimization by Simulated Annealing" Science, 220, pp. 671-680,1993.

[9] Kratica J., V. Filipovitch, V. Ljeljum, D. Toljijg, "Solving of the Uncapacitated Warehouse Location Problem using a Simple Genetic Algorithm", Proceedings of the XIV International Conference on Material handling and warehousing, 3.33-3.37, Belgrade, 1996.

[10] Kratica J., "Improvement of Simple Genetic Algorithm for Solving the Uncapacitated Warehouse Location Problem", Proceedings of the 3rd On-line World Conference on Soft Computing (WSC3), 1998.

[11] Minoux, M.: Network "Synthesis and Optimum Network Design Problems: Models, Solutions Methods and Applications", Networks, vol. 19, pp. 313 - 360, 1989.

[12] Mirtchev S.T., "Teletraffic engineering", TU-Sofia, ISBN 954-438-235- 6, 1999.

[13] Nikolov T., Al. Tsenov, "An Approach for Reconfiguration and Function recovery of Networks with Defined Connectivity", presented at ICENCO 2004, pp 553-557, Cairo University, Giza, Egypt, 2004.

[14] Nurmela K. J., "Constructing Combinatorial Design in local Search", Series A: Research Reports, Helsinki University of Technology - Digital System Laboratory, ISSN 0783-5396, ISBN 951-22-1857-7, 1993.

[15] Orljansky I.W. "Contemporary approaches and methods of global optimization", Electronic Journal "Studied in Russia", pp. 2097-2108, 2002.

[16] Pjataev O.W, A.W. Semashko, "Formalization of optimization problem for campus networks", Electronic Journal "Studied in Russia", pp. 950- 952, 2001.

[17] Radcliffe N.J., "The Algebra of Genetic Algorithms", Annals of Mathematics and Artificial Intelligence, 10, pp. 339-384, 1994.

[18] Routen T., "Genetic Algorithms and Neural Network Approaches to Local Access Network Design", Proceedings of the 2nd International Workshop on Modeling, Analysis and Simulation of Computer and Telecommunications Systems, 1994.

[19] Spears W. M., "Simulated Annealing for Hard Satisfiability Problems", AI Center - Naval Research Laboratory, Washington, D.C. 20375-5320, 1998.

[20] Tsenov A., "Presentation of location problems", presented at the XXXVII-th International Scientific Conference ICEST 2002, pp. 299- 302, Nish, Yugoslavia, 2- 4 October 2002.

[21] Tsenov A., "Application of Genetic Algorithms in Access Network Planning", presented at the XXXVIII-th International Scientific Conference ICEST 2003, pp. 158-161, Sofia, Bulgaria, 2003.

[22] Tsenov A., "Concentrator location using Simulated Annealing", Electronics & Electrotechniques, ISSN 0861-4717, issue 5 -6, pp. 10 - 15, 2003.

[23] Tsenov A., "Study of the Genetic Algorithm - Parameters in Telecommunications Network Planning Process", presented at the XXXIX-th International Scientific Conference ICEST 2004, pp. 627- 630, Bitola, Macedonia, 2004.

[24] Tsenov A., "Study of the Simulated Annealing - Parameters in Telecommunications Network Planning Process", presented at the XXXIX-th International Scientific Conference ICEST 2004, pp. 631- 634, Bitola, Macedonia, 2004.