New filtering for the cumulative constraint in the context of non-overlapping rectangles

This article describes new filtering methods for the cumulative constraint. The first method introduces the so called longest closed hole and longest open hole problems. For these two problems it first provides bounds and exact methods and then shows how to use them in the context of the non-overlapping constraint. The second method introduces balancing knapsack constraints which relate the total height of the tasks that end at a specific time-point with the total height of the tasks that start at the same time-point. Experiments on tight rectangle packing problems show that these methods drastically reduce both the time and the number of backtracks for finding all solutions as well as for finding the first solution. For example, we found without backtracking all solutions to 65 perfect square instances of order 22–25 and sizes ranging from 192×192 to 661×661.

[1]  Nicolas Beldiceanu,et al.  Extending CHIP in order to solve complex scheduling and placement problems , 1993, JFPL.

[2]  Pascal Van Hentenryck,et al.  Edge Finding for Cumulative Scheduling , 2008, INFORMS J. Comput..

[3]  François Laburthe,et al.  Cumulative Scheduling with Task Intervals , 1996, JICSLP.

[4]  Pascal Van Hentenryck Scheduling and Packing in the Constraint Language cc(FD) , 1992 .

[5]  Barry O'Sullivan,et al.  Search Strategies for Rectangle Packing , 2008, CP.

[6]  Nicolas Beldiceanu,et al.  Introducing global constraints in CHIP , 1994 .

[7]  David S. Johnson,et al.  Computers and Intractability: A Guide to the Theory of NP-Completeness , 1978 .

[8]  Joe Marks,et al.  Exhaustive approaches to 2D rectangular perfect packings , 2004, Inf. Process. Lett..

[9]  Jacques Carlier,et al.  A new exact method for the two-dimensional orthogonal packing problem , 2007, Eur. J. Oper. Res..

[10]  Antoine Jouglet,et al.  A new constraint programming approach for the orthogonal packing problem , 2008, Comput. Oper. Res..

[11]  Michael A. Trick A Dynamic Programming Approach for Consistency and Propagation for Knapsack Constraints , 2003, Ann. Oper. Res..

[12]  Mats Carlsson,et al.  A Generic Geometrical Constraint Kernel in Space and Time for Handling Polymorphic k-Dimensional Objects , 2007, CP.

[13]  M. Biroá Object-oriented interaction in resource constrained scheduling , 1990 .

[14]  C. J. Bouwkamp,et al.  Catalogue of simple perfect squared squares of orders 21 through 25 , 1992 .