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To solve the resource-constrained multiple project scheduling problem (RCMPSP) more effectively, a method based on timed colored
Petri net (TCPN) was proposed. In this methodology, firstly a novel mapping mechanism between traditional network diagram
such as CPM (critical path method)/PERT (program evaluation and review technique) and TCPN was presented. Then a primary TCPN
(PTCPN) for solving RCMPSP was modeled based on the proposed mapping mechanism. Meanwhile, the object PTCPN was used to simulate
the multiple projects scheduling and to find the approximately optimal value of RCMPSP. Finally, the performance of the proposed
approach for solving RCMPSP was validated by executing a mould manufacturing example. 相似文献
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An intelligent response surface methodology (IRSM) was proposed to achieve the most competitive metal forming products, in which artificial intelligence technologies are introduced into the optimization process. It is used as simple and inexpensive replacement for computationally expensive simulation model. In IRSM, the optimal design space can be reduced greatly without any prior information about function distribution. Also, by identifying the approximation error region, new design points can be supplemented correspondingly to improve the response surface model effectively. The procedure is iterated until the accuracy reaches the desired threshold value. Thus, the global optimization can be performed based on this substitute model. Finally, we present an optimization design example about roll forming of a "U" channel product. 相似文献
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