D.c. sets, d.c. functions and nonlinear equations

D.c. sets, d.c. functions and nonlinear equations

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Article ID: iaor19941953
Country: Netherlands
Volume: 58
Issue: 3
Start Page Number: 415
End Page Number: 428
Publication Date: Feb 1993
Journal: Mathematical Programming (Series A)
Authors:
Abstract:

A d.c. set is a set which is the difference of two convex sets. The paper shows that any set can be viewed as the image of a d.c. set under an appropriate linear mapping. Using this universality it can convert any problem of finding an element of a given compact set in ℝn into one of finding an element of a d.c. set. On the basis of this approach a method is developed for solving a system of nonlinear equations-inequations. Unlike Newton-type methods, the present method does not require either convexity, differentiability assumptions or an initial approximate solution.

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