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: | Drezner Zvi, Kalczynski Pawel |
Keywords: | combinatorial optimization, programming: convex, programming: mathematical |
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.