Optimal building climate control: a solution based on nested dynamic programming and randomized optimization.
Luca DeoriLuca GiulioniMaria PrandiniPublished in: CDC (2014)
Keyphrases
- dynamic programming
- optimal control
- optimal solution
- optimization method
- locally optimal
- control policy
- optimal design
- control system
- closed form
- decision variables
- optimal selection
- optimization algorithm
- lagrangian relaxation
- control strategy
- robust optimization
- stereo matching
- optimization procedure
- mathematical model
- implicit enumeration
- joint optimization
- stochastic programming
- optimal or near optimal
- approximately optimal
- integer programming
- constrained optimization
- long term
- exhaustive search
- optimization process
- genetic algorithm
- control problems
- closed loop
- greedy algorithm
- finding optimal
- global optimization
- markov decision processes
- simulated annealing
- worst case
- state space
- search algorithm
- reinforcement learning