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Improved Large-Step Markov Chain Variants for the Symmetric TSP (1995)  (Make Corrections)  (7 citations)
Inki Hong, Andrew B. Kahng and Byung-Ro Moon UCLA Computer Science Department ...



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Abstract: The large-step Markov chain (LSMC) approach is the most effective known heuristic for large symmetric TSP instances; cf. recent results of Martin et al. [17] and Johnson [12]. In this report, we examine relationships among (i) the underlying local optimization engine within the LSMC approach, (ii) the "kick move" perturbation that is applied between successive local search descents, and (iii) the resulting LSMC solution quality. We find that the traditional "double-bridge" kick move is not ... (Update)

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...components. 3.2. 2 Adaptive perturbations The behavior of ILS for the QAP and also for other combinatorial optimization problems [35, 60] shows that there is no a priori single best size for the perturbation. This motivates the possibility of modifying the perturbation...

...leads to improved performance. Yet, the improvement due to these optimizations is not as spectacular as observed for other problems [6, 19, 21], possibly due to the powerful local search. 4. The SMTWTP instances from ORLIB do not pose a challenge for state of the art...

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BibTeX entry:   (Update)

I. Hong, A. B. Kahng and B.-R. Moon, "Improved LargeStep Markov Chain Variants for the Symmetric TSP", UCLA Computer Science Dept. Tech. Report UCLA-CSD950035, 1995. http://citeseer.ist.psu.edu/hong95improved.html   More

@techreport{ inki95improved,
    author = "Hong Inki and Kahng Andrew B. and Moon Byung-Ro",
    title = "Improved Large-Step Markov Chain Variants for the Symmetric {TSP}",
    number = "950035",
    month = "15,",
    pages = "19",
    year = "1995",
    url = "citeseer.ist.psu.edu/hong95improved.html" }
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79   A new adaptive multi-start technique for combinatorial globa.. (context) - Boese, Kahng et al. - 1994
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62   Large-step markov chains for the traveling salesman problem - Martin, Otto et al. - 1991
56   The traveling salesman problem: A case study in local optimi.. (context) - Johnson, McGeoch - 1996
54   Combining simulated annealing with local search heuristics - Martin, Otto - 1995
52   Large-step markov chains for the TSP incorporating local sea.. - Martin, Otto et al. - 1992
33   trees for semidynamic point sets (context) - Bentley - 1990
19   Cost versus distance in the traveling salesman problem - Boese - 1995
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4   neural' computation for combinatorial optimization problems (context) - Baum - 1986
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