A regularized saddle-point algorithm for networked optimization with resource allocation constraints.
Andrea SimonettoTamás KeviczkyMikael JohanssonPublished in: CDC (2012)
Keyphrases
- resource allocation
- constrained optimization
- optimal resource allocation
- saddle point
- objective function
- optimal solution
- worst case
- computational complexity
- learning algorithm
- search space
- cooperative
- penalty function
- k means
- np hard
- expectation maximization
- convergence rate
- lower bound
- probabilistic model
- linear programming
- genetic programming
- game theory