2009 · 15 citations · 16 references
Genetic Algorithm TechniquesMemetic AlgorithmEngineeringGenetic AlgorithmsIntelligent OptimizationTraveling Salesman ProblemBusinessGenetic AlgorithmSystems EngineeringLogisticsHybrid Optimization TechniqueVehicle Routing ProblemSalesman ProblemCombinatorial OptimizationTransportation EngineeringEvolutionary ProgrammingOperations Research
The travelling salesman problem (TSP) is one of the extensively studied optimization problem. The numerous direct applications of the TSP bring life to the research area and help to direct future work. To solve this problem many techniques have been developed. Genetic algorithm is one among those which solves this problem by using the processes observed in natural evolution to solve various optimizations and search problems. This paper presents a complete survey on genetic algorithm techniques proposed by researchers for solving travelling salesman problem.
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An introduction to genetic algorithms
Fred Nijhout · Complexity · 1997 · 1.3K citations
Genetic local search for the TSP: new results
P. Merz, Bernd Freisleben · 2002 · 237 citations