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TheD 2-triangulation for simplicial homotopy algorithms for computing solutions of nonlinear equations

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Abstract

A triangulation of arbitrary refinement of grid sizes of (0, 1] × ℝn is proposed for simplicial homotopy algorithms for computing solutions of nonlinear equations. On each level the new triangulation, called theD 2-triangulation, subdivides ℝn into simplices according to theD 1-triangulation. We prove that theD 2-triangulation is superior to theK 2-triangulation andJ 2-triangulation in the number of simplices. Numerical tests show that the simplicial homotopy algorithm based on theD 2-triangulation indeed is much more efficient.

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References

  1. E.L. Allgower and K. Georg, “Simplicial and continuation methods for approximating fixed points and solutions to systems of equations,”SIAM Review 22 (1980) 28–85.

    Google Scholar 

  2. M.N. Broadie and B.C. Eaves, “A variable rate refining triangulation,”Mathematical Programming 38 (1987) 161–202.

    Google Scholar 

  3. C. Dang, “TheD 1-triangulation of ℝn for simplicial algorithms for computing solutions of nonlinear equations,”Mathematics of Operations Reseach 16 (1991) 148–161.

    Google Scholar 

  4. C. Dang, “TheD 3-triangulation for simplicial deformation algorithms for computing solutions of nonlinear equations,” to appear in:Journal of Optimization Theory and Applications.

  5. T.M. Doup,Simplicial Algorithms on The Simplotope, Lecture Notes on Economics and Mathematical Systems No. 318 (Springer, Berlin, 1988).

    Google Scholar 

  6. T.M. Doup and A.J.J. Talman, “A continuous deformation algorithm on the product space of unit simplices,”Mathematics of Operations Research 12 (1987) 485–521.

    Google Scholar 

  7. B.C. Eaves, “Homotopies for computation of fixed points,”Mathematical Programming 3 (1972) 1–22.

    Google Scholar 

  8. B.C. Eaves,A Course in Triangulations for Solving Equations with Deformations.Lecture Notes on Economics and Mathematical Systems No. 234 (Springer, Berlin, 1984).

    Google Scholar 

  9. B.C. Eaves and R. Saigal, “Homotopies for the computation of fixed points on unbounded regions,”Mathematical Programming 3 (1972) 225–237.

    Google Scholar 

  10. B.C. Eaves and J.A. Yorke, “Equivalence of surface density and average directional density,”Mathematics of Operations Research 9 (1984) 363–375.

    Google Scholar 

  11. M. Haiman, “A simple and relatively efficient triangulation of then-cube,”Discrete and Computational Geometry 6 (1991) 4.

    Google Scholar 

  12. M. Kojima and Y. Yamamoto, “Variable dimension algorithms: basic theory, interpretation, and extensions of some existing methods,”Mathematical Programming 24 (1982) 177–215.

    Google Scholar 

  13. G. van der Laan and A.J.J. Talman, “A new subdivision for computing fixed points with a homotopy algorithm,”Mathematical Programming 19 (1980) 78–91.

    Google Scholar 

  14. C. Lee, “Triangulating thed-cube,” in: J.E. Goodman, E. Lutwak, J. Malkevitch and R. Pollack, eds.,Discrete Geometry and Convexity (NY Academy of Sciences, New York, 1985) pp. 205–211.

    Google Scholar 

  15. J.F. Sallee, “Middle cut triangulations of then-cube,”SIAM Journal on Algebraic and Discrete Methods 5 (1984) 407–418.

    Google Scholar 

  16. H. Scarf, “The approximation of fixed points of a continuous mapping,”SIAM Journal on Applied Mathematics 15 (1967) 1328–1343.

    Google Scholar 

  17. S. Shamir, “Two triangulations for homotopy fixed point algorithms with an arbitrary refinement factor,” in: S.M. Robinson, ed.,Analysis and Computation of Fixed Points (Academic Press, New York, 1980) pp. 25–56.

    Google Scholar 

  18. M.J. Todd,The Computation of Fixed Points and Applications.Lecture Notes on Economics and Mathematical Systems No. 129 (Springer, Berlin, 1976).

    Google Scholar 

  19. M.J. Todd, “On triangulations for computing fixed points,”Mathematical Programming 10 (1976) 322–346.

    Google Scholar 

  20. M.J. Todd and L. Tuncel, “A new triangulation for simplicial algorithms,” Technical Report No. 946, School of Operations Research and Industrial Engineering, Cornell University (Ithaca, NY, 1990).

    Google Scholar 

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Dang, C. TheD 2-triangulation for simplicial homotopy algorithms for computing solutions of nonlinear equations. Mathematical Programming 59, 307–324 (1993). https://doi.org/10.1007/BF01581250

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