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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Seatzu, C. Wardi, Y. |
| Copyright Year | 2013 |
| Description | Author affiliation: Dept. of Electr. & Electron. Eng., Univ. of Cagliari, Cagliari, Italy (Seatzu, C.) || Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA (Wardi, Y.) |
| Abstract | This paper demonstrates the application of Infinitesimal Perturbation Analysis (IPA) to performance optimization of fluid marked graphs. Recent developments in the theory of stochastic hybrid systems concern IPA techniques for gradient estimation of performance functions defined on Petri nets and their use in sample-path optimization. This paper takes a first step towards eventual applications in manufacturing by considering an example of workload balancing in a marked graph. In particular, it addresses the problem of balancing parts' inventories and product backorders in a production-system's model by controlling the parts' inflow rates. The paper defines the problem, describes the algorithm, and presents simulation results. Although the considered system is simple it captures the salient features of our approach, and the simulation results suggest its potential viability in future applications. |
| Starting Page | 1 |
| Ending Page | 8 |
| File Size | 183516 |
| Page Count | 8 |
| File Format | |
| ISSN | 19460740 |
| e-ISBN | 9781479908646 |
| DOI | 10.1109/ETFA.2013.6648058 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2013-09-10 |
| Publisher Place | Italy |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Equations Mathematical model Stochastic processes Optimization Abstracts Petri nets Acceleration |
| Content Type | Text |
| Resource Type | Article |
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