Systematic Design of Decentralized Algorithms for Consensus Optimization.
Shuo HanPublished in: IEEE Control. Syst. Lett. (2019)
Keyphrases
- optimization problems
- multidisciplinary design optimization
- optimization methods
- computationally efficient
- case study
- optimal design
- computational cost
- optimization algorithm
- design process
- optimization approaches
- discrete optimization
- design methodology
- optimization method
- computational efficiency
- peer to peer
- machine learning
- learning algorithm
- decision trees
- np hard
- dynamic programming
- orders of magnitude
- design principles
- evolutionary algorithm
- user interface
- cooperative
- evolutionary strategy
- global convergence
- benchmark datasets
- optimization criteria
- data sets
- efficient optimization
- distributed constraint optimization
- theoretical analysis