CODEWITHSUNDEEP
optimizationneural-networkscheduling
Ufo
Ufo

Reputation: 225

Hopfield neural network for optimization

could anyone recommend good article, or give some hint abut solving: "Uni-processor scheduling problem of the criterion minimizing the weighted sum of the delays of tasks" with Hopfield neural network. I started to designing it using Hopfield and Tank approach to solve this scheduling problem( like TSP). But I encountered problem with provideing the correct energy formula and correct weight adjustment formula. J.J Hopfield an Tank use a typical TSP variables in their work and i have no good idea how to change it to match my problem requirements. Thanks in advance

Upvotes: 1

Views: 391

Answers (1)

Ufo
Ufo

Reputation: 225

OK i found all necessary information in the paper written by Alexandre de Sousa Mendes and Luiz Manoel Aguilera title : A Hopfiled neural network approach to the single machine scheduling problem . You can find there all informations that are required to properly design a neural network to optimize scheduling problem( modifications with are needed to implement to energy formulas and some other hints).

Upvotes: 2

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