Algorithms for Solving the Crosscutting Problem in a Wood Processing Mill
| dc.contributor.advisor | Dr. Yahya Fathi, Committee Chair | en_US |
| dc.contributor.advisor | Dr. Thom J. Hodgson, Committee Member | en_US |
| dc.contributor.advisor | Dr. Xiuli Chao, Committee Member | en_US |
| dc.contributor.author | Karimi, Sahar | en_US |
| dc.date.accessioned | 2010-04-02T17:59:16Z | |
| dc.date.available | 2010-04-02T17:59:16Z | |
| dc.date.issued | 2006-08-07 | en_US |
| dc.degree.discipline | Operations Research | en_US |
| dc.degree.level | thesis | en_US |
| dc.degree.name | MS | en_US |
| dc.description.abstract | In this thesis, an exact and an inexact method are proposed for solving the crosscutting problem in a wood cutting mill. In a wood cutting mill, boards are first cut along their length (rip) into strips; then the obtained strips are cut along their width (crosscut) into cut-pieces with specific length and demand. Removing the defected areas of wood from the strips gives us clear pieces which must be cut into cut-pieces. The crosscutting problem is the problem of finding cutting patterns for all clear pieces such that demand of all cut-pieces is satisfied with minimum amount of incoming strips. A Mixed Integer Programming (MIP) model is developed for solving the crosscutting problem optimally; solving the MIP model is, however, very time-consuming. As a result, we added some valid inequalities (VI's) to the model with the purpose of increasing the efficiency of the model. The VI's are useful, but the model still couldn't solve large instances in reasonable time. To overcome the difficulty of solving time for large instances a heuristic method (inexact method) is proposed for solving the problem. We evaluated the quality of the solution obtained by the heuristic method, and its solving time. The heuristic method is fast enough to solve very large instances; the value of the solution obtained via this heuristic, however, is a few percent above optimal in the instances that we performed the experiment on. | en_US |
| dc.identifier.other | etd-05012006-221520 | en_US |
| dc.identifier.uri | http://www.lib.ncsu.edu/resolver/1840.16/897 | |
| dc.rights | I hereby certify that, if appropriate, I have obtained and attached hereto a written permission statement from the owner(s) of each third party copyrighted matter to be included in my thesis, dissertation, or project report, allowing distribution as specified below. I certify that the version I submitted is the same as that approved by my advisory committee. I hereby grant to NC State University or its agents the non-exclusive license to archive and make accessible, under the conditions specified below, my thesis, dissertation, or project report in whole or in part in all forms of media, now or hereafter known. I retain all other ownership rights to the copyright of the thesis, dissertation or project report. I also retain the right to use in future works (such as articles or books) all or part of this thesis, dissertation, or project report. | en_US |
| dc.subject | Heuristic Methods | en_US |
| dc.subject | Cutting Stock Problem | en_US |
| dc.subject | Wood Processing | en_US |
| dc.subject | Integer Programming | en_US |
| dc.title | Algorithms for Solving the Crosscutting Problem in a Wood Processing Mill | en_US |
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