Tuning parameters of large neighborhood search for the machine reassignment problem

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7874 LNCS, Issue , 2013, Pages 176-192

  Malitsky, Yuri ^a   Mehta, Deepak ^a   O'Sullivan, Barry ^a   Simonis, Helmut ^a  

^a UNIVERSITY COLLEGE CORK   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM CONFIGURATIONS; DATA CENTERS; HIGH QUALITY; HUMAN EXPERT; LARGE NEIGHBORHOOD SEARCH; LARGE-SIZED; ONLINE PROBLEMS; TUNING PARAMETER;

COMPUTER PROGRAMMING; CONSTRAINT THEORY; NUMBER THEORY; OPERATIONS RESEARCH;

PROBLEM SOLVING;

EID: 84892931795     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-38171-3_12     Document Type: Conference Paper

References (20)

1. Adenso-Diaz, B., Laguna, M.: Fine-tuning of algorithms using fractional experimental designs and local search. Oper. Res. 54(1), 99-114 (2006)
2. Ansótegui, C., Sellmann, M., Tierney, K.: A Gender-Based Genetic Algorithm for the Automatic Configuration of Algorithms. In: Gent, I.P. (ed.) CP 2009. LNCS, vol. 5732, pp. 142-157. Springer, Heidelberg (2009)
3. Audet, C., Orban, D.: Finding optimal algorithmic parameters using derivative-free optimization. SIAM J. on Optimization 17(3), 642-664 (2006)
4. Coy, S.P., Golden, B.L., Runger, G.C., Wasil, E.A.: Using experimental design to find effective parameter settings for heuristics. Journal of Heuristics 7, 77-97 (2001)
5. Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.H.: The weka data mining software: an update. SIGKDD Explor. Newsl. 11(1), 10-18 (2009)
6. Hamerly, G., Elkan, C.: Learning the k in k-means. In: Neural Information Processing Systems, p. 2003. MIT Press (2003)
7. Hoos, H.H.: Autonomous Search (2012)
8. Kadioglu, S., Malitsky, Y., Sabharwal, A., Samulowitz, H., Sellmann, M.: Algorithm selection and scheduling. In: Lee, J. (ed.) CP 2011. LNCS, vol. 6876, pp. 454-469. Springer, Heidelberg (2011)
9. Kadioglu, S., Malitsky, Y., Sellmann, M., Tierney, K.: Isac - instance-specific algorithm configuration. In: Coelho, H., Studer, R., Wooldridge, M. (eds.) ECAI. Frontiers in Artificial Intelligence and Applications, vol. 215, pp. 751-756. IOS Press (2010)
10. Mehta, D., O'Sullivan, B., Simonis, H.: Comparing solution methods for the machine reassignment problem. In: Milano, M. (ed.) CP 2012. LNCS, vol. 7514, pp. 782-797. Springer, Heidelberg (2012)
11. Nikolić, M., Marić, F., Janičić, P.: Instance-based selection of policies for SAT solvers. In: Kullmann, O. (ed.) SAT 2009. LNCS, vol. 5584, pp. 326-340. Springer, Heidelberg (2009)
12. O'Mahony, E., Hebrard, E., Holland, A., Nugent, C., O'Sullivan, B.: Using case-based reasoning in an algorithm portfolio for constraint solving. In: Proceedings of Artificial Intelligence and Cognitive Science, AICS 2008 (2008)
13. Petrucci, V., Loques, O., Mosse, D.: A dynamic configuration model for power-efficient virtualized server clusters. In: Proceedings of the 11th Brazilian Workshop on Real-Time and Embedded Systems (2009)
14. Pulina, L., Tacchella, A.: A multi-engine solver for quantified boolean formulas. In: Bessière, C. (ed.) CP 2007. LNCS, vol. 4741, pp. 574-589. Springer, Heidelberg (2007)
15. Shaw, P.: Using constraint programming and local search methods to solve vehicle routing problems. In: Maher, M., Puget, J.-F. (eds.) CP 1998. LNCS, vol. 1520, pp. 417-431. Springer, Heidelberg (1998)
16. Srikantaiah, S., Kansal, A., Zhao, F.: Energy aware consolidation for cloud computing. In: Proceedings of HotPower (2008)
17. Steinder, M., Whalley, I., Hanson, J.E., Kephart, J.O.: Coordinated management of power usage and runtime performance. In: NOMS, pp. 387-394. IEEE (2008)
18. Verma, A., Ahuja, P., Neogi, A.: pMapper: Power and migration cost aware application placement in virtualized systems. In: Issarny, V., Schantz, R. (eds.) Middleware 2008. LNCS, vol. 5346, pp. 243-264. Springer, Heidelberg (2008)
19. Xu, L., Hoos, H.H., Leyton-Brown, K.: Hydra: Automatically configuring algorithms for portfolio-based selection. In: Fox, M., Poole, D. (eds.) AAAI. AAAI Press (2010)
20. Xu, L., Hutter, F., Hoos, H.H., Leyton-Brown, K.: Satzilla: Portfolio-based algorithm selection for SAT. J. Artif. Int. Res. 32(1), 565-606 (2008)