Extending Two-Dimensional Bin Packing Problem: Consideration of Priority for Items

Authors

  • Fariborz Jolai Industrial Engineering Department, Faculty of Engineering, University of Tehran, P.O. Box: 11155/4563, Tehran, Iran.
  • Jafar Razmi Industrial Engineering Department, Faculty of Engineering, University of Tehran, P.O. Box: 11155/4563, Tehran, Iran.
  • Majid Shakhsi-Niyaei Industrial Engineering Department, Faculty of Engineering, University of Tehran, P.O. Box: 11155/4563, Tehran, Iran.
Abstract:

In this paper a two-dimensional non-oriented guillotine bin packing problem is studied when items have different priorities. Our objective is to maximize the total profit which is total revenues minus costs of used bins and wasted area. A genetic algorithm is developed to solve this problem where a new coding scheme is introduced. To evaluate the performance of the proposed GA, first an upper bound is presented. Then, a series of computational experiments are conducted to evaluate the quality of GA solutions comparing with upper bound values. From the computational analysis, it appears that the GA algorithm is able to give good solutions.

Upgrade to premium to download articles

Sign up to access the full text

Already have an account?login

similar resources

Two-Dimensional On-Line Bin Packing Problem with Rotatable Items

In this paper, we consider a two-dimensional version of the on-line bin packing problem, in which each rectangular item that should be packed into unit square bins is “rotatable” by 90 ◦ . Two on-line algorithms for solving the problem are proposed. The second algorithm is an extension of the 2rst algorithm, and the worst-case ratio of the second one is at least 2.25 and at most 2.565. c © 2002...

full text

Online Multi-dimensional Dynamic Bin Packing of Unit-Fraction Items

We study the 2-D and 3-D dynamic bin packing problem, in which items arrive and depart at arbitrary times. The 1-D problem was first studied by Coffman, Garey, and Johnson motivated by the dynamic storage problem. Bar-Noy et al. have studied packing of unit fraction items (i.e., items with length 1/k for some integer k ≥ 1), motivated by the window scheduling problem. In this paper, we extend t...

full text

The Three-Dimensional Bin Packing Problem

The problem addressed in this paper is that of orthogonally packing a given set of rectangular-shaped items into the minimum number of three-dimensional rectangular bins. The problem is strongly NP-hard and extremely diicult to solve in practice. Lower bounds are discussed, and it is proved that the asymptotic worst-case performance ratio of the continuous lower bound is 1 8. An exact algorithm...

full text

Three-dimensional bin packing problem with variable bin height

This paper studies a variant of the three-dimensional bin packing problem (3D-BPP), where the bin height can be adjusted to the cartons it packs. The bins and cartons to be packed are assumed rectangular in shape. The cartons are allowed to be rotated into any one of the six positions that keep the carton edges parallel to the bin edges. This greatly increases the difficulty of finding a good s...

full text

Bin Packing Problem: Two Approximation Algorithms

The Bin Packing Problem is one of the most important optimization problems. In recent years, due to its NP-hard nature, several approximation algorithms have been presented. It is proved that the best algorithm for the Bin Packing Problem has the approximation ratio 3/2 and the time orderO(n), unlessP=NP. In this paper, first, a -approximation algorithm is presented, then a modification to FFD ...

full text

My Resources

Save resource for easier access later

Save to my library Already added to my library

{@ msg_add @}


Journal title

volume 3  issue 2

pages  72- 84

publication date 2009-07-01

By following a journal you will be notified via email when a new issue of this journal is published.

Hosted on Doprax cloud platform doprax.com

copyright © 2015-2023