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 KARUNOKazushi TAKAHASHIAtsushi 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 ΣiI' 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 ΣiI' 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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