Abstract
To realize integration of process planning and production scheduling, a multi-process routes decision-making methodology based on Max-Min Ant System (MMAS) was proposed. Concept of the feasible process graph for a part was defined and the mathematic model of multi-process routes decision-making problem was set up. Thus, the problem of multi-process routes decision-making was transformed into the problem of searching optimum path in this directed graph. Moreover, an improved MMAS based on the strategy of sorting elite ants was presented and the algorithm process was designed. Finally, robustness of the proposed algorithm was proved by simulations, and it outperformed other algorithms.
| Original language | English |
|---|---|
| Pages (from-to) | 2414-2420 |
| Number of pages | 7 |
| Journal | Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS |
| Volume | 14 |
| Issue number | 12 |
| State | Published - Dec 2008 |
| Externally published | Yes |
Keywords
- Ant colony optimization
- Computer aided process planning
- Decision-making
- Feasibility process graph
- Max-min ant system
- Multi-process routes
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