Journal of Advanced Mechanical Design, Systems, and Manufacturing
Online ISSN : 1881-3054
ISSN-L : 1881-3054
Papers
Dynamic Programming Algorithms with Data Rounding for Combinatorial Food Packing Problems
Yoshiyuki KARUNO, Kazushi TAKAHASHI, Atsushi YAMADA
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2013 年 7 巻 2 号 p. 233-243

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The lexicographic bi-criteria combinatorial food packing problem to be discussed in this paper is described as follows. Given a set I = {i | i = 1, 2, . . . , n} of current n items (for example, n green peppers) with their weights wi and priorities γi, the problem asks to find a subset I' (⊆ I) so that the total weight Σi∈I' wi is no less than a specified target weight T for each package, and it is minimized as the primary objective, and further the total priority Σi∈I' γi is maximized as the second objective. The problem has been known to be NP-hard, while it can be solved exactly in O(nT) time if all the input data are assumed to be integral. In this paper, we design a heuristic algorithm for the problem by applying a data rounding technique to an O(nT) time dynamic programming procedure. We also conduct numerical experiments to examine the empirical performance such as execution time and solution quality.
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© 2013 by The Japan Society of Mechanical Engineers
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