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A heuristical solution method to separable nonlinear programming problems

Published Online:pp 230-242https://doi.org/10.1504/IJMOR.2016.078002

There are many methods for the solution of nonlinear programming (NLP) problems. This paper presents a new method, a heuristic, for the solution of large-scale separable NLP-problems. In this paper, separable NLP-problems are referred to a problem structure where each variable, in the problem, is only found in terms with a single variable. The method can tackle separable MINLP-problems as well. The proposed method is used to solve some smaller examples in order to show the usefulness of it on real problems.

Keywords

MINLP, mixed integer nonlinear programming, MILP, mixed integer programming, nonlinear programming, NLP, optimisation, heuristics