Solving nonconvex economic thermal power dispatch problem with multiple fuel system and valve point loading effect using fuzzy reinforcement learning.
Nandan Kumar NavinRajneesh SharmaHasmat MalikPublished in: J. Intell. Fuzzy Syst. (2018)
Keyphrases
- reinforcement learning
- fuzzy sets
- electrical power
- function approximation
- convex optimization
- control system
- fuzzy logic
- power plant
- mathematical model
- power consumption
- machine learning
- membership functions
- solving problems
- nonlinear programming
- markov decision processes
- fuzzy neural network
- power generation
- quadratic optimization problems
- fuzzy clustering
- global optimization
- fuzzy rules
- optimal policy
- objective function
- learning algorithm
- genetic algorithm