Fully polynomial time approximation scheme for the pagination problem with hierarchical structure of tiles
The pagination problem is described as follows. We have a set of symbols, a collection of subsets over these symbols (we call these subsets the tiles) and an integer capacity C . The objective is to find the minimal number of pages (a type of container) on which we can schedule all the tiles while f...
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| Published in: | R.A.I.R.O. Recherche opérationnelle Vol. 57; no. 1; pp. 1 - 16 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
01.01.2023
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| ISSN: | 0399-0559, 2804-7303 |
| Online Access: | Get full text |
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| Summary: | The pagination problem is described as follows. We have a set of symbols, a collection of subsets over these symbols (we call these subsets the tiles) and an integer capacity
C
. The objective is to find the minimal number of pages (a type of container) on which we can schedule all the tiles while following two fundamental rules. We cannot assign more than
C
symbols on each page and a tile cannot be broken into several pieces, all of its symbols must be assigned to at least one of the pages. The difference from the Bin Packing Problem is that tiles can merge. If two tiles share a subset of symbols and if they are assigned to the same page, this subset will be assigned only once to the page (and not several times). In this paper, as this problem is NP-complete, we will consider a particular case of the dual problem, where we have exactly two pages for which the capacity must be minimized. We will present a fully polynomial time approximation scheme (FPTAS) to solve it. This approximation scheme is based on the simplification of a dynamic programming algorithm and it has a strongly polynomial time complexity. The conducted numerical experiments show its practical effectiveness. |
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| ISSN: | 0399-0559 2804-7303 |
| DOI: | 10.1051/ro/2022022 |