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An existence theorem for the complementarity problem

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Abstract

LetC be a pointed, solid, closed and convex cone in then-dimensional Euclidean spaceE n,C* its polar cone,M:CE n a map, andq a vector inE n. The complementarity problem (q|M) overC is that of finding a solution to the system

$$(q|M) x \varepsilon C, M(x) + q \varepsilon C{^*} , \left\langle {x, M(x) + q} \right\rangle = 0.$$

It is shown that, ifM is continuous and positively homogeneous of some degree onC, and if (q|M) has a unique solution (namely,x=0) forq=0 and for someq=q 0 ∈ intC*, then it has a solution for allqE n.

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References

  1. Karamardian, S.,Complementarity Problems over Cones with Monotone and Pseudo-Monotone Maps, Journal of Optimization Theory and Applications, Vol. 18, No. 4, 1976.

  2. Karamardian, S.,Generalized Complementarity Problem, Journal of Optimization Theory and Applications, Vol. 8, No. 3, 1971.

  3. Karamardian, S.,The Complementarity Problem, Mathematical Programming, Vol. 2, No. 1, 1972.

  4. Garcia, C. B.,Some Classes of Matrices in Linear Complementarity Theory, Mathematical Programming (to appear).

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Karamardian, S. An existence theorem for the complementarity problem. J Optim Theory Appl 19, 227–232 (1976). https://doi.org/10.1007/BF00934094

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