We apply a classic discretized Hopfield Neural Network to solve an economic load dispatch problem. We also focus on the geometric implications of Hopfield.
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The detailed problem description can be found in the Matlab Live Scrip file 'hopfield_geometric_viewpoint_application.mlx'
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The file 'hopfield_geometric_viewpoint_application_monte_carlo.m' contains a batch of simulations to compare our method to classic convex relaxation technique
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The file 'hopfield_geometric_viewpoint_application_geodesic_distance.m' plots the geometric behavior of Hopfield for one single simulation
This code is used in the application section of the article 'Hopfield Neural Networks: a geometric viewpoint' by A.Halder et al.