Romanova, T., Bennell, Julia, Stoyan, Y. and Pankratov, A. (2018) Packing of concave polyhedra with continuous rotations using nonlinear optimisation. European Journal of Operational Research, 268 (1), 37-53. (doi:10.1016/j.ejor.2018.01.025).
Abstract
We study the problem of packing a given collection of arbitrary, in general concave, polyhedra into a cuboid of minimal volume. Continuous rotations and translations of polyhedra are allowed. In addition, minimal allowable distances between polyhedra are taken into account. We derive an exact mathematical model using adjusted radical free quasi phi-functions for concave polyhedra to describe non-overlapping and distance constraints. The model is a nonlinear programming formulation. We develop an efficient solution algorithm, which employs a fast starting point algorithm and a new compaction procedure. The procedure reduces our problem to a sequence of nonlinear programming subproblems of considerably smaller dimension and a smaller number of nonlinear inequalities. The benefit of this approach is borne out by the computational results, which include a comparison with previously published instances and new instances.
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- Faculties (pre 2018 reorg) > Faculty of Engineering and the Environment (pre 2018 reorg) > Southampton Marine & Maritime Institute (pre 2018 reorg)
- Faculties (pre 2018 reorg) > Faculty of Business, Law and Art (pre 2018 reorg) > Southampton Business School (pre 2018 reorg) > Decision Analytics & Risk (pre 2018 reorg)
Current Faculties > Faculty of Social Sciences > Southampton Business School > Southampton Business School (pre 2018 reorg) > Decision Analytics & Risk (pre 2018 reorg)
Southampton Business School > Southampton Business School (pre 2018 reorg) > Decision Analytics & Risk (pre 2018 reorg)
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