| 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.