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CP-rays in simplicial cones

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Abstract

An interior point of a triangle is calledCP-point if its orthogonal projection on the line containing each side lies in the relative interior of that side. In classical mathematics, interest in the concept of regularity of a triangle is mainly centered on the property of every interior point of the triangle being a CP-point. We generalize the concept of regularity using this property, and extend this work to simplicial cones in ℝn, and derive necessary and sufficient conditions for this property to hold in them. These conditions highlight the geometric properties of Z-matrices. We show that these concepts have important ramifications in algorithmic studies of the linear complementarity problem. We relate our results to other well known properties of square matrices.

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References

  1. S.Y. Chang and K.G. Murty, “The Steepest descent gravitational method for linear programming,”Discrete Applied Mathematics, to appear.

  2. R.W. Cottle, “Monotone solutions of the parametric linear complementarity problem,”Mathematical Programming 3 (1972) 210–224.

    Google Scholar 

  3. B.C. Eaves, F.J. Gould, H.O. Peitgen and M.J. Todd, eds.,Homotopy Methods and Global Convergence (Plenum, New York, 1983).

    Google Scholar 

  4. M. Fiedler and V. Ptak, “On matrices with non-positive off-diagonal elements and positive principal minors,”Czechoslovak Mathematics Journal 12 (1962) 382–400.

    Google Scholar 

  5. D. Gale and H. Nikaido, “The Jacobian matrix and global univalence of mappings,”Mathematische Annalen 159 (1965) 81–93.

    Google Scholar 

  6. R. Howe and R. Stone, “Linear complementarity and the degree of mappings,” in: B.C. Eaves, F.J. Gould, H.O. Peitgen and M.J. Todd, eds.,Homotopy Methods and Global Convergence (Plenum, New York, 1983).

    Google Scholar 

  7. L.M. Kelly and L.T. Watson, “Q-matrices and spherical geometry,”Linear Algebra and its Applications 25 (1979) 175–190.

    Google Scholar 

  8. L.M. Kelly and L.T. Watson, “Erratum: Some perturbation theorems for Q-matrices,”SIAM Journal of Applied Mathematics 34 (1978) 320–321.

    Google Scholar 

  9. O.L. Mangasarian,Nonlinear Programming (McGraw-Hill, New York, 1969).

    Google Scholar 

  10. W.D. Morris Jr. and J. Lawrence, “Geometric properties of hidden Minkowski matrices,”SIAM Journal for Matrix Analysis and Applications 10 (1989) 229–232.

    Google Scholar 

  11. K.G. Murty, “On the parametric complementarity problem,” Engineering Summer Conference notes, University of Michigan (Ann Arbor, MI, 1971).

    Google Scholar 

  12. K.G. Murty, “Computational complexity of complementary pivot methods,”Mathematical Programming Study 7 (1978) 61–73.

    Google Scholar 

  13. K.G. Murty, “On the linear complementarity problem,”Methods of Operations Research 31 (1978) 425–439.

    Google Scholar 

  14. K.G. Murty,Linear Complementarity, Linear and Nonlinear Programming (Heldermann, West Berlin, 1988).

    Google Scholar 

  15. K.G. Murty,Linear Programming (Wiley, New York, 1983).

    Google Scholar 

  16. K.G. Murty and Y. Fathi, “A critical index algorithm for nearest point problems in simplicial cones,”Mathematical Programming 23 (1982) 206–215.

    Google Scholar 

  17. J.S. Pang and R. Chandrasekaran, “Linear complementarity problems solvable by a polynomially bounded pivoting algorithm,”Mathematical Programming Study 25 (1985) 13–27.

    Google Scholar 

  18. L.T. Watson, “A variational approach to the linear complementarity problem,” Doctoral dissertation, Department of Mathematics, University of Michigan (Ann Arbor, MI, 1974).

    Google Scholar 

  19. L.T. Watson, “Some perturbation theorems for Q-matrices,”SIAM Journal of Applied Mathematics 31 (1976) 379–384.

    Google Scholar 

  20. L.T. Watson, “An algorithm for the linear complementarity problem,”International Journal of Computer Mathematics 6 (1978) 319–325.

    Google Scholar 

  21. P. Wolfe, “Finding the nearest point in a polytope,”Mathematical Programming 11 (1976) 128–149.

    Google Scholar 

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This paper is dedicated to the memory of Paolo M. Camerini of Politecnico di Milano whose untimely passing is a great loss to his family and friends and to the optimization profession.

Partially supported by NSF grants ECS-8521183 and ECS-8704052 and by NATO grant RG85-0240.

Supported in part by Control Data Corporation grant 84V101 and AFOSR grant 85-0250.

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Kelly, L.M., Murty, K.G. & Watson, L.T. CP-rays in simplicial cones. Mathematical Programming 48, 387–414 (1990). https://doi.org/10.1007/BF01582265

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  • DOI: https://doi.org/10.1007/BF01582265

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