Title :
An optimization model for the order dispatching problem in distributed production environment
Author :
Qing Wang ; Shu-an Liu ; Bin Gao ; Dingwei Wang
Author_Institution :
Fac. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
In distributed production environment, products manufacturing may be strategically distributed worldwide. This paper studies an important problem of order management in the distributed production environment: order dispatching problem (ODP). A mathematical model is developed to describe the problem, which assigns orders to manufacturers subject to a set of objectives and constraints (i.e., profits, transportation costs and usage rate of parts inventory). A neural network with heuristic mechanism is designed to solve the model. The embedded heuristic mechanism can make the solutions converge faster and obtain better results as well. The computation results show that the heuristic NN can find satisfactory solution of ODP in acceptable time so as to make order management in distributed production environment effective and efficient.
Keywords :
manufactured products; mathematical analysis; neurocontrollers; order processing; production control; distributed production environment; embedded heuristic mechanism; heuristic neural network; mathematical model; optimization model; order dispatching problem; order management; products manufacturing; Artificial neural networks; Dispatching; Manufacturing; Mathematical model; Neurons; Production; Transportation; Distributed Production; Neural Network; Order management; Virtual Enterprise;
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
DOI :
10.1109/CCDC.2011.5968419