Optimal building climate control: a solution based on nested dynamic programming and randomized optimization.

Luca Deori Luca Giulioni Maria Prandini

Published 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