Math Forum From: haoyuep@aol.com (Dan Hoey) Date: Jul 4, 2002 9:41 PM Subject: Re: complexity of pentominoe-like tiling problems David Bernier asks: > How complex is the decision problem for tiling-problems using a > finite (irregularly-shaped) set or collection of pieces cut-out > from a square-grid along horizontal and vertical grid lines? and proposes an answer based on the SET PARTITION problem (a close relative to KNAPSACK). The problem is that these problems are not NP-hard in the "strong sense". That is, the problem is solvable in time polynomial in the sum of the numbers involved (rather than the sum of their logarithms, in which the time is exponential). But tiling problems are typically represented in size proportional to the number of squares to be tiled, since instances are not restricted to the simple shapes that can be represented logarithmically. So in the usual sense, the example given is solvable in polynomial time. For a better construction, see "Hard Tiling Problems with Simple Tiles" by Cristopher Moore and John Michael Robson, at http://arxiv.org/abs/math.CO/0003039 . The abstract begins: It is well-known that the question of whether a given finite region can be tiled with a given set of tiles is NP-complete. We show that the same is true for the right tromino and square tetromino on the square lattice, or for the right tromino alone.... but even if you didn't know the result well in the first place, their construction will be enlightening. Dan Hoey haoyuep@aol.com