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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Xinmin Zhang Tao Ma Xiaoguang Han |
| Copyright Year | 2007 |
| Description | Author affiliation: Shenyang Univ. of Technol., Shenyang (Xinmin Zhang; Tao Ma; Xiaoguang Han) |
| Abstract | To avoid the disadvantage of getting into local optimum solution with particle swarm optimization in solving order-picking scheduling problem for an Automated Storage/Retrieval System(AS/RS), commutators and commutative orders are introduced into particle swarm optimization algorithm. Combining immune algorithm with particle swarm optimization algorithm, optimized populations are vaccinated and immunized. Vaccinating bacterin can improve adaptability of particles, and immune selection can prevent degeneracy of populations. The corresponding processes of the combinative algorithm are given in succession. In order to verify the above combinative algorithm, an example is presented. The calculated results show that the algorithm is operable and versatile. In solving the fixed shelf order-picking scheduling problem, the optimized solution can be found fast, simply and exact with presented algorithm. |
| Starting Page | 2824 |
| Ending Page | 2829 |
| File Size | 260994 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781424415311 |
| DOI | 10.1109/ICAL.2007.4339062 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2007-08-18 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Ant colony optimization Vaccination Particle swarm optimization Mechanical engineering Immunity Scheduling algorithm Genetic algorithms Warehousing Storage automation Commutative orders Velocity measurement Commutators Immune system Logistics |
| Content Type | Text |
| Resource Type | Article |
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