Combinatorial optimization algorithms for radio network planning

被引:24
|
作者
Calégari, P
Guidec, F
Kuonen, P
Nielsen, F
机构
[1] Ecole Polytech, Lab Informat LIX, CNRS, Unite 1439, F-91128 Palaiseau, France
[2] Swiss Fed Inst Technol, CH-1015 Lausanne, Switzerland
关键词
combinatorial optimization; radio transceiver siting; set system; genetic algorithm; parallel computing;
D O I
10.1016/S0304-3975(00)00245-0
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper uses a realistic problem taken from the telecommunication world as the basis for comparing different combinatorial optimization algorithms. The problem recalls the minimum hitting set problem, and is solved with greedy-like, Darwinism and genetic algorithms. These three paradigms are described and analyzed with emphasis on the Darwinism approach, which is based on the computation of epsilon -nets. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:235 / 245
页数:11
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