Using a neural network to enhance the decision making quality of a visual interactive simulation model

Using a neural network to enhance the decision making quality of a visual interactive simulation model

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Article ID: iaor1993274
Country: United Kingdom
Volume: 43
Issue: 4
Start Page Number: 333
End Page Number: 341
Publication Date: Apr 1992
Journal: Journal of the Operational Research Society
Authors: ,
Keywords: simulation, neural networks, decision theory
Abstract:

The use of a neural network to represent the results of a simulation model is described. The neural network is implemented as an interaction within a visual interactive simulation model. All results obtained from the simulation are offered to the neural network. After a suitable period of training the quality of results obtained from the network matches those obtained by running the original simulation model. An example which embeds a neural network as an interaction within a visual interactive simulation model is described. The example shows how the combined system may enhance the decision making quality of a visual interactive simulation model.

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