Name
Title | ||
|---|---|---|
Target Disassembly Sequencing and Scheme Evaluation for CNC Machine Tools Using Improved Multiobjective Ant Colony Algorithm and Fuzzy Integral |
Abstract | ||
|---|---|---|
Disassembly planning aims to perform the optimal disassembly sequence given a used or obsolete product in terms of cost and environmental impact. This paper presents a new multiobjective programming model for the target disassembly sequencing. It proposes an improved multiobjective ant colony algorithm to derive optimal target disassembly sequences. This work also establishes some indices on disassembly scheme evaluation and a fuzzy integral method to evaluate the obtained disassembly scheme. A CNC machine tool example is given to illustrate the proposed models and the effectiveness of the proposed algorithm. Both theoretical and simulation results demonstrate that the proposed approach can perform the quantitative analysis of a disassembly process effectively. Such results can help decision makers select the best plans and sequences when executing a disassembly process of a product. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1109/TSMC.2018.2847448 | IEEE Transactions on Systems, Man, and Cybernetics |
Keywords | Field | DocType |
Planning,Complexity theory,Machine tools,Optimization,Mathematical model,Tools,Linear programming | Ant colony optimization algorithms,Numerical control,Computer science,Fuzzy logic,Artificial intelligence,Machine learning | Journal |
Volume | Issue | ISSN |
49 | 12 | 2168-2216 |
Citations | PageRank | References |
5 | 0.38 | 20 |
Authors | ||
7 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yixiong Feng | 1 | 78 | 13.99 |
| MengChu Zhou | 2 | 8989 | 534.94 |
| Guangdong Tian | 3 | 63 | 5.98 |
| Zhi Wu Li | 4 | 470 | 38.43 |
| Zhifeng Zhang | 5 | 10 | 1.81 |
| Qin Zhang | 6 | 53 | 8.07 |
| Jianrong Tan | 7 | 22 | 5.36 |