Distributed Optimization Under Unbalanced Digraphs With Node Errors: Robustness of Surplus-Based Dual Averaging Algorithm.
Chong-Xiao ShiGuang-Hong YangPublished in: IEEE Trans. Control. Netw. Syst. (2021)
Keyphrases
- optimization algorithm
- optimization method
- np hard
- learning algorithm
- optimization process
- matching algorithm
- dynamic programming
- computational complexity
- detection algorithm
- segmentation algorithm
- high accuracy
- simulated annealing
- optimization model
- path planning
- computational efficiency
- significant improvement
- optimal solution
- preprocessing
- computational cost
- stochastic gradient
- evolution strategy
- constrained optimization
- graph structure
- recognition algorithm
- search space
- distributed systems
- neural network
- worst case
- cost function
- tree structure
- lower bound
- cooperative
- objective function
- evolutionary algorithm
- decision trees
- clustering algorithm
- primal dual
- dual formulation
- gradient projection