We propose an exact lexicographic dynamic programming pricing algorithm for solving the Fractional Bin Packing Problem with column generation. The new algorithm is designed for generating maximal columns of minimum reduced cost which maximize, lexicographically, one of the measures of maximality we investigate. Extensive computational experiments reveal that a column generation algorithm based on this pricing technique can achieve a substantial reduction in the number of columns and the computing time, also when combined with a classical smoothing technique from the literature.

A lexicographic pricer for the fractional bin packing problem / Coniglio, S.; D'Andreagiovanni, F.; Furini, F.. - In: OPERATIONS RESEARCH LETTERS. - ISSN 0167-6377. - 47:6(2019), pp. 622-628. [10.1016/j.orl.2019.10.011]

A lexicographic pricer for the fractional bin packing problem

D'Andreagiovanni F.
;
Furini F.
2019

Abstract

We propose an exact lexicographic dynamic programming pricing algorithm for solving the Fractional Bin Packing Problem with column generation. The new algorithm is designed for generating maximal columns of minimum reduced cost which maximize, lexicographically, one of the measures of maximality we investigate. Extensive computational experiments reveal that a column generation algorithm based on this pricing technique can achieve a substantial reduction in the number of columns and the computing time, also when combined with a classical smoothing technique from the literature.
2019
Column generation; Dynamic programming; Fractional bin packing problem; Lexicographic optimization
01 Pubblicazione su rivista::01a Articolo in rivista
A lexicographic pricer for the fractional bin packing problem / Coniglio, S.; D'Andreagiovanni, F.; Furini, F.. - In: OPERATIONS RESEARCH LETTERS. - ISSN 0167-6377. - 47:6(2019), pp. 622-628. [10.1016/j.orl.2019.10.011]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1571800
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