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Global Optimization Simplex Bisection Revisited Based on Considerations by Reiner Horst

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Book cover Computational Science and Its Applications – ICCSA 2012 (ICCSA 2012)

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Abstract

In this paper, the use of non-optimality spheres in a simplicial branch and bound (B&B) algorithm is investigated. In this context, some considerations regarding the use of bisection on the longest edge in relation with ideas of Reiner Horst are reminded. Three arguments highlight the merits of bisection of simplicial subsets in B&B schemes.

This paper has been supported by The Spanish Ministry of Science and Innovation (project TIN2008-01117) and Junta de Andalucía (P11-TIC-7176), in part financed by the European Regional Development Fund (ERDF) and by the Fundação para a Ciência e a Tecnologia (Portuguese Foundation for Science and Technology) through PEst-OE/MAT/UI0297/2011 (CMA). Eligius M.T. Hendrix is a fellow of the Spanish “Ramon y Cajal” contract program, co-financed by the European Social Fund.

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References

  1. Baritompa, W.P.: Customizing methods for global optimization, a geometric viewpoint. Journal of Global Optimization 3, 193–212 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  2. Breiman, L., Cutler, A.: A deterministic algorithm for global optimization. Mathematical Programming 58, 179–199 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  3. Casado, L.G., García, I., Tóth, B.G., Hendrix, E.M.T.: On determining the cover of a simplex by spheres centered at its vertices. Journal of Global Optimization 50, 654–655 (2011)

    Article  Google Scholar 

  4. Casado, L.G., Hendrix, E.M.T., García, I.: Infeasibility spheres for finding robust solutions of blending problems with quadratic constraints. Journal of Global Optimization 39, 557–593 (2007)

    Article  Google Scholar 

  5. Danilin, Y., Piyavski, S.A.: An algorithm for finding the absolute minimum. Theory of Optimal Decisions 2, 25–37 (1967) (in Russian)

    Google Scholar 

  6. Evtushenko, Y., Posypkin, M.: Coverings for global optimization of partial-integer nonlinear problems. Doklady Mathematics 83, 1–4 (2011)

    Article  MathSciNet  Google Scholar 

  7. Horst, R.: On generalized bisection of n-simplices. Mathematics of Computation 66(218), 691–698 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  8. Horst, R.: Bisection by global optimization revisited. Journal of Optimization Theory and Applications 144, 501–510 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  9. Horst, R., Pardalos, P.M., Thoai, N.V.: Introduction to Global Optimization, Nonconvex Optimization and its Applications, vol. 3. Kluwer Academic Publishers, Dordrecht (1995)

    Google Scholar 

  10. Horst, R., Tuy, H.: On the convergence of global methods in multiextremal optimization. Journal of Optimization Theory and Applications 54, 253–271 (1987)

    Article  MathSciNet  MATH  Google Scholar 

  11. Horst, R., Tuy, H.: Global Optimization (Deterministic Approaches). Springer, Berlin (1990)

    MATH  Google Scholar 

  12. Locatelli, M., Raber, U.: On convergence of the simplicial branch-and-bound algorithm based on ω-subdivisions. J. Optim. Theory Appl. 107, 69–79 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  13. Mladineo, R.H.: An algorithm for finding the global maximum of a multimodal multivariate function. Mathematical Programming 34, 188–200 (1986)

    Article  MathSciNet  MATH  Google Scholar 

  14. Paulavičius, R., Žilinskas, J., Grothey, A.: Investigation of selection strategies in branch and bound algorithm with simplicial partitions and combination of lipschitz bounds. Optimization Letters 4, 173–183 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  15. Piyavski, S.A.: An algorithm for finding the absolute extremum of a function. USSR Computational Mathematics and Mathematical Physics 12, 57–67 (1972) (in Russian)

    Article  Google Scholar 

  16. Raber, U.: A simplicial branch-and-bound method for solving nonconvex all-quadratic programs. Journal of Global Optimization 13, 417–432 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  17. Raber, U.: Nonconvex All-Quadratic Global Optimization Problems: Solution Methods, Application and Related Topics. Ph.D. thesis, Trier University (1999)

    Google Scholar 

  18. Shubert, B.O.: A sequential method seeking the global maximum of a function. SIAM Journal of Numerical Analysis 9, 379–388 (1972)

    Article  MathSciNet  MATH  Google Scholar 

  19. Zilinskas, A., Clausen, J.: Subdivision, sampling, and initialization strategies for simplicial branch and bound in global optimization. International Journal of Computers and Mathematics with Applications 44, 943–955 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  20. Zilinskas, A., Zilinskas, J.: Global optimization based on a statistical model and simplicial partitioning. International Journal of Computers and Mathematics with Applications 44, 957–967 (2002)

    Article  MathSciNet  MATH  Google Scholar 

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Hendrix, E.M.T., Casado, L.G., Amaral, P. (2012). Global Optimization Simplex Bisection Revisited Based on Considerations by Reiner Horst. In: Murgante, B., et al. Computational Science and Its Applications – ICCSA 2012. ICCSA 2012. Lecture Notes in Computer Science, vol 7335. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31137-6_12

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  • DOI: https://doi.org/10.1007/978-3-642-31137-6_12

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-31136-9

  • Online ISBN: 978-3-642-31137-6

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