Neural network solvers

Optimization based on neural network solvers has been investigated, too. This technique has been applied with good results to the assignment problem as it occurs during lowly multiplexed processor synthesis [34]. 

Another type of synergy may result from neural networks coming into increasing use as applied problem-solvers. Some people will become experts at designing the right type of network for a particular application this expertise could be captured in an expert system which, given the characteristics of a problem, could automatically design a neural network to solve it. 

Both the Formal Graph and the six algebraic equations can be supplied to a neural network or a digital solver to obtain the solution in terms of variation with time of the state variables. This is the most practical way in case of nonlinear operators. 

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