4.7 Article

An efficient deterministic heuristic algorithm for the rectangular packing problem

期刊

COMPUTERS & INDUSTRIAL ENGINEERING
卷 137, 期 -, 页码 -

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.cie.2019.106097

关键词

Packing; Two-dimensional rectangular packing problem; Angle-occupying placement; Multistart strategy

资金

  1. National Key R&D Program of China [2017YFB1401300, 2017YFB1401302]
  2. self-determined research funds of CCNU from the colleges' basic research and operation of MOE [CCNU19ZN011]

向作者/读者索取更多资源

This paper presents a deterministic heuristic algorithm for solving the NP-hard two-dimensional rectangular packing problem with the objective of maximizing the filling rate of a rectangular sheet. The key component of the proposed algorithm is a best-fit constructive procedure, according to which, the rectangles are packed into the sheet one by one and each rectangle is packed into the sheet by an angle-occupying placement with maximum fit degree. To further improve the algorithm's searching ability, a look-ahead strategy and a multistart method are introduced. The proposed algorithm is evaluated on five sets of 112 well-known test instances, and the computational results disclose that the proposed algorithm is competitive with the current state-of-the-art algorithms. The effects of the essential components of the proposed algorithm are investigated by a series of experimental analysis. Additionally, we adapt the proposed packing strategy to solve a variant of 2DRP, the constrained two-dimensional cutting (or packing) (CTDC) problem. Computational experiments on 21 classical CTDC problem instances and comparisons with two state-of-the-art algorithms verifies the effectiveness and efficiency of the adapted algorithm.

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