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Using Markov chains to analyze the effectiveness of local search algorithms |
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| Authors: | Alexander G. Nikolaev Sheldon H. Jacobson |
| Affiliation: | 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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