| 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.