An inner convex approximation algorithm for BMI optimization and applications in control.
Dinh Quoc TranWim MichielsSebastien GrosMoritz DiehlPublished in: CDC (2012)
Keyphrases
- learning algorithm
- optimization algorithm
- np hard
- constrained optimization
- k means
- combinatorial optimization
- detection algorithm
- probabilistic model
- cost function
- computational complexity
- globally optimal
- global convergence
- worst case
- particle swarm optimization
- optimal solution
- piecewise linear
- approximation ratio
- stochastic gradient
- segmentation algorithm
- expectation maximization
- dynamic programming
- search space
- objective function
- clustering algorithm