Finding All Solutions of Nonlinearly Constrained Systems of Equations (1995)
| Venue: | Journal of Global Optimization |
| Citations: | 27 - 14 self |
BibTeX
@ARTICLE{Maranas95findingall,
author = {Costas Maranas and Christodoulos and A. Floudas},
title = {Finding All Solutions of Nonlinearly Constrained Systems of Equations},
journal = {Journal of Global Optimization},
year = {1995},
volume = {7},
pages = {14--3}
}
Years of Citing Articles
OpenURL
Abstract
. A new approach is proposed for finding all ffl--feasible solutions for certain classes of nonlinearly constrained systems of equations. By introducing slack variables, the initial problem is transformed into a global optimization problem(P) whose multiple global minimum solutionswith a zero objectivevalue (if any)correspond to all solutionsof the initial constrainedsystem of equalities. All ffl--globally optimal points of (P) are then localized within a set of arbitrarily small disjoint rectangles. This is based on a branch and bound type global optimization algorithm which attains finite ffl--convergence to each of the multiple global minima of (P) through the successive refinement of a convexrelaxation of the feasible region and the subsequent solution of a series of nonlinear convex optimization problems. Based on the form of the participating functions, a number of techniques for constructing this convex relaxation are proposed. By taking advantage of the properties of products o...







