The continuous grey pattern problem

The continuous grey pattern problem

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Article ID: iaor20171499
Volume: 68
Issue: 5
Start Page Number: 469
End Page Number: 483
Publication Date: May 2017
Journal: J Oper Res Soc
Authors: ,
Keywords: combinatorial optimization, programming: convex, programming: mathematical
Abstract:

A new location problem is formulated and solved. It is the continuous version of the grey pattern problem which is a special case of the Quadratic Assignment Problem. The problem is a minimization of a convex function subject to non‐convex constraints and has infinitely many optimal solutions. We propose several mathematical programming formulations that are suitable for a multi‐start heuristic algorithm. In addition to solving these formulations by the Solver in Excel and Mathematica, a special Nelder–Mead algorithm is proposed. This special algorithm provided the best results. One suggested modification may improve the performance of the Nelder–Mead algorithm for other optimization problems as well.

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