Skip to main content
Log in

Experience of multilevel parallelizing of the branch and bound method in discrete optimization problems

  • Topical Issue
  • Published:
Automation and Remote Control Aims and scope Submit manuscript

Abstract

Various schemes are considered of the parallel implementation of the branch and bound method, as applied to multiprocessor computing systems (clusters) with the distributed memory. In the language of informal automata, questions are set out of the organization of the exchange of data and signals within the cluster, which afford the asynchronous operation of its processors. Common ideas are illustrated by the example of the classical traveling salesman problem and data of numerical experiments performed on the multiprocessor computing system-100 (MCS-100) are given.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Korbut, A.A. and Finkel’shtein, Yu.Yu., Diskretnoe programmirovanie (Discrete Programming), Moscow: Nauka, 1969.

    Google Scholar 

  2. Emelichev, V.A., Kovalev, M.M., and Kravtsov, M.K., Mnogogranniki, grafy, optimizatsiya (Polyhedrons, Graphs, and Optimization), Moscow: Nauka, 1981.

    MATH  Google Scholar 

  3. Sergienko, I.V., Matematicheskie modeli i metody resheniya zadach diskretnoi optimizatsii (Mathematical Models and Methods of Solution of Discrete Optimization Problems), Kiev: Naukova Dumka, 1988.

    Google Scholar 

  4. Ananth, G.Y., Kumar, V., and Pardalos, P., Parallel Processing of Discrete Optimization Problems, Encyclopedia Microcomput., 1993, vol. 13, pp. 129–147.

    Google Scholar 

  5. Gendron, B. and Grainic, T.G., Parallel Branch-And-Bound Survey and Synthesis, Oper. Res., 1994, vol. 42, no. 2, pp. 1042–1066.

    Article  MATH  MathSciNet  Google Scholar 

  6. Verkhoturov, V.R., Veselovskii, V.E., Zlotov, A.V., et al., Kombinatornye metody i algoritmy resheniya zadach diskretnoi optimizatsii bol’shoi razmernosti (Combinatorial Methods and Algorithms of Solution of Discrete Optimization Problems of Large Dimensions), Moscow: Nauka, 2000.

    Google Scholar 

  7. Voevodin, V.V., Parallel’nye vychisleniya (Parallel Computations), St. Petersburg: BKhV-Peterburg, 2004.

    Google Scholar 

  8. Chetverushkin, B.N., Highly Productive Multiprocessor Computing Systems, Vest. Ross. Akad. Nauk, 2002, vol. 72, no. 9, pp. 786–794.

    Google Scholar 

  9. Prisypkin, M.A., Sigal, I.Kh., and Galim’yanova, N.N., Parallel’nye algoritmy v zadachakh diskretnoi optimizatsii: vychislitel’nye modeli, biblioteki, rezul’taty eksperimentov (Parallel Algorithms in Discrete Optimization Problems: Computational Models, Library, Results of Experiments), Moscow: Vychisl. Tsentr Akad. Nauk SSSR, 2006.

    Google Scholar 

  10. Popov, L.D., On Parallel Implementation of the Branch and Bound Method for the Traveling Salesman Problem, in Algorithms and Software of Parallel Computations, Ekaterinburg: Ross. Akad. Nauk, 1998, issue 2, pp. 236–255.

    Google Scholar 

  11. Trienekes, H.W.J.M., Parallel Branch and Bound on an MIMD System, Rotterdam: Econometric Institute, Erasmus University, Report 8640/A.

  12. Little, J., Murty, K., Sweeney, D., and Karel, C., An Algorithm for Traveling Salesman Problem, Oper. Res., 1963, vol. 11, no. 6, pp. 972–990.

    MATH  Google Scholar 

  13. The Travelling Salesman Problem, Lawler, E.L., Lenstra, J.K., Rinnooy Kan, A.N., and Shmoys, D.B., Eds., New York: Wiley, 1985.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

Original Russian Text © L.D. Popov, 2007, published in Avtomatika i Telemekhanika, 2007, No. 5, pp. 171–181.

This work was supported by the Russian Foundation for Basic Research, project no. 07-01-00399 and the President program of support of leading scientific schools, project no. NSH-5595.2006.1.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Popov, L.D. Experience of multilevel parallelizing of the branch and bound method in discrete optimization problems. Autom Remote Control 68, 901–911 (2007). https://doi.org/10.1134/S0005117907050153

Download citation

  • Received:

  • Issue Date:

  • DOI: https://doi.org/10.1134/S0005117907050153

PACS number

Navigation