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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Peitsang Wu Kung-Jiuan Yang Bau-Yuan Huang |
| Copyright Year | 2007 |
| Description | Author affiliation: I-Shou Univ., Kaohsiung (Peitsang Wu) |
| Abstract | This study considers the application of a new meta- heuristic algorithm, the electromagnetism-like mechanism (EM), to solve the vehicle routing problem (VRP). The VRP belongs to the combinatorial optimization problem. However, the problem is NP-hard problem, it is very difficult to solve. If we want to solve the VRAM by traditional methods, we will either consume a lot of time and may not be cost-effective or unable to find the optimum. The EM algorithm which developed by Birbil and Fang is a meta-heuristic algorithm with an attraction-repulsion mechanism making solutions move toward the optimum. In the paper of Birbil et al., they have shown that the EM mechanism can avoid the sample points from trapping into the local optimum and moving toward the global optimum. In some literature, the EM algorithm is designed for solving real-valued problems. However, we draw the VRP as a sorting problem. Therefore, we try to modify the EM algorithm to suit the VRP. |
| Starting Page | 181 |
| Ending Page | 181 |
| File Size | 340647 |
| Page Count | 1 |
| File Format | |
| ISBN | 0769528821 |
| DOI | 10.1109/ICICIC.2007.82 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2007-09-05 |
| Publisher Place | Japan |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Algorithm design and analysis Technology management NP-hard problem Engineering management Vehicle driving Industrial engineering Routing Information management Sorting Merchandise |
| Content Type | Text |
| Resource Type | Article |
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