Use Coupled LSTM Networks to Solve Constrained Optimization Problems.
Zheyu ChenKin K. LeungShiqiang WangLeandros TassiulasKevin S. ChanDon TowsleyPublished in: IEEE Trans. Cogn. Commun. Netw. (2023)
Keyphrases
- constrained optimization problems
- constrained optimization
- constraint handling
- optimization problems
- evolutionary algorithm
- differential evolution
- global convergence
- fitness function
- augmented lagrangian
- penalty function
- crossover operator
- lagrange multipliers
- nonlinear programming
- social networks
- neural network
- dynamic programming
- network structure
- step size
- equality constraints