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Using Markov chains to analyze the effectiveness of local search algorithms
Authors:Alexander G Nikolaev  Sheldon H Jacobson  
Institution:a Department of Industrial and Systems Engineering, University at Buffalo (SUNY), United States;b Department of Computer Science, University of Illinois at Urbana-Champaign, United States
Abstract:
Keywords:Discrete optimization  Heuristics  Local search  Markov chain analysis  Lin–  Kernighan–  Helsgaun algorithm  Travelling salesman problem  State reduction  Aggregation  Lumping
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