An Optimal Stochastic Algorithm for Decentralized Nonconvex Finite-sum Optimization.
Luo LuoHaishan YePublished in: CoRR (2022)
Keyphrases
- optimization algorithm
- dynamic programming
- objective function
- optimal solution
- cost function
- optimization problems
- learning algorithm
- computational complexity
- worst case
- preprocessing
- detection algorithm
- optimization process
- exhaustive search
- knapsack problem
- optimization method
- locally optimal
- linear programming
- np hard
- multi objective
- k means
- particle swarm optimization
- ant colony optimization
- probabilistic model
- global optimization
- convergence rate
- piecewise linear
- optimization model
- peer to peer
- distributed systems
- globally optimal
- primal dual
- similarity measure