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Operations Research, Systems Engineering and Industrial Engineering Commons

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Management Sciences and Quantitative Methods

Davood Golmohammadi

Publication Year

Articles 1 - 2 of 2

Full-Text Articles in Operations Research, Systems Engineering and Industrial Engineering

A Neural Network Decision-Making Model For Job-Shop Scheduling”, Davood Golmohammadi Phd Dec 2012

A Neural Network Decision-Making Model For Job-Shop Scheduling”, Davood Golmohammadi Phd

Davood Golmohammadi

Scheduling in a job-shop system is a challenging task. Simulation modelling is a well-known approach for evaluating the scheduling plans of a job-shop system; however, it is costly and time-consuming, and developing a model and interpreting the results requires expertise. As an alternative, we have developed a neural network (NN) model focused on detailed scheduling that provides a versatile job-shop scheduling analysis framework for management to easily evaluate different possible scheduling scenarios based on internal or external constraints. A new approach is also proposed to enhance the quality of training data for better performance. Previous NN models in scheduling focus …


Neural Network Application For Supplier Selection, Davood Golmohammadi Phd Dec 2008

Neural Network Application For Supplier Selection, Davood Golmohammadi Phd

Davood Golmohammadi

No abstract provided.