Journal
TOP
Volume 20, Issue 1, Pages 130-153Publisher
SPRINGER
DOI: 10.1007/s11750-011-0176-x
Keywords
Optimization in telecommunications; Genetic algorithm; Biased random-key genetic algorithm; Random keys; Combinatorial optimization; Heuristics; Metaheuristics
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This paper surveys several applications of biased random-key genetic algorithms (BRKGA) in optimization problems that arise in telecommunications. We first review the basic concepts of BRKGA. This is followed by a description of BRKGA-based heuristics for routing in IP networks, design of survivable IP networks, redundant server location for content distribution, regenerator location in optical networks, and routing and wavelength assignment in optical networks.
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