On improving the capacity of solving large-scale wireless network design problems by genetic algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6625 LNCS, Issue PART 2, 2011, Pages 11-20

  D'Andreagiovanni, Fabio ^a  

^a ZUSE INSTITUTE BERLIN   (Germany)

Author keywords

Genetic Algorithms; Large scale Optimization; Wireless Network Design

Indexed keywords

ASSIGNMENT PROBLEMS; LARGE-SCALE OPTIMIZATION; NUMERICAL PROBLEMS; POWER SOLUTIONS; RADIO RESOURCES; WIMAX NETWORKS; WIRELESS NETWORK DESIGN;

DESIGN; GENETIC ALGORITHMS; WIMAX;

WIRELESS NETWORKS;

EID: 79955855569     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-20520-0_2     Document Type: Conference Paper

References (15)

1. Amaldi, E., Belotti, P., Capone, A., Malucelli, F.: Optimizing base station location and configuration in UMTS networks. Ann. Oper. Res. 146(1), 135-152 (2006)
2. Autoritá per la Garanzia nelle Comunicazioni, Delibera N.269/09/CONS, http://www.agcom.it/default.aspx?DocID=3359
3. Andrews, J.G., Ghosh, A., Muhamed, R.: Fundamentals of WiMAX. Prentice Hall, Upper Saddle River (2007)
4. Choi, Y.S., Kim, K.S., Kim, N.: The Displacement of Base Station in Mobile Communication with Genetic Approach. EURASIP J. Wireless Comm. and Net. (2008)
5. Colombo, G.: A Genetic Algorithm for Frequency Assigment with Problem Decomposition. Int. J. Mob. Net. Des. and Innov. 1(2), 102-112 (2006)
6. D'Andreagiovanni, F.: Pure 0-1 Programming Approaches to Wireless Network Design. Ph.D. Thesis, Sapienza Università di Roma, Rome, Italy, Winner of the 2010 INFORMS Doctoral Dissertation Award for Operations Research in Telecommunications (2010)
7. D'Andreagiovanni, F., Mannino, C., Sassano, A.: GUB Covers and Power-Indexed Formulations for Wireless Network Design. Technical Report vol. 2 n. 14, Department of Computer and System Sciences, Sapienza Università di Roma, Rome, Italy (2010)
8. Goldberg, D.E.: Genetic Algorithms in Search, Optimization & Machine Learning. Addison-Wesley, Reading (1988)
9. Hu, T., Chen, Y.P., Banzhaf, W.: WiMAX Network Planning Using Adaptive- Population-Size Genetic Algorithm. In: Di Chio, C., Brabazon, A., Di Caro, G.A., Ebner, M., Farooq, M., Fink, A., Grahl, J., Greenfield, G., Machado, P., O'Neill, M., Tarantino, E., Urquhart, N. (eds.) EvoApplications 2010. LNCS, vol. 6025, pp. 31-40. Springer, Heidelberg (2010)
10. IBM ILOG CPLEX, http://www-01.ibm.com/software/integration/optimization/ cplex-optimizer
11. Kalvenes, J., Kennington, J., Olinick, E.: Base Station Location and Service Assignments in W-CDMA Networks. INFORMS J. Comp. 18(3), 366-376 (2006)
12. Mannino, C., Rossi, F., Smriglio, S.: The Network Packing Problem in Terrestrial Broadcasting. Oper. Res. 54(6), 611-626 (2006)
13. Nehmauser, G., Wolsey, L.: Integer and Combinatorial Optimization. John Wiley & Sons, Hoboken (1988)
14. Rappaport, T.S.: Wireless Communications: Principles and Practice, 2nd edn. Prentice Hall, Upper Saddle River (2001)
15. Song, W.J., et al.: Evolutionary Computation and Power Control for Radio Resource Management in CDMA Cellular Radio Networks. In: PIMRC 2002, vol. 3, pp. 1417-1421 (2002)