Optimization of 3G Wireless Network Using Genetic Programming
Shaobo Li, Pan Weijie, Yang Guanci, Linna Chen · 2009
We proposed a genetic programming (GP) based method for automated optimization design of base station configuration plans of 3G wireless networks. This method aims to address the disadvantages of the current methods on wireless network optimization and to satisfy new requirements for network design. Evolutional topological operators and terminal set are designed for GP the Prim is used to guide the evolutionary design. The result of topological graph shows that the algorithm can balance topology and parameter search, and it works well for 3G network optimization.