A zeroth-order algorithm for distributed optimization with stochastic stripe observations.
Yinghui WangXianlin ZengWenxiao ZhaoYiguang HongPublished in: Sci. China Inf. Sci. (2023)
Keyphrases
- optimization algorithm
- learning algorithm
- experimental evaluation
- optimal solution
- optimization process
- computational complexity
- improved algorithm
- np hard
- neural network
- expectation maximization
- linear programming
- high accuracy
- matching algorithm
- optimization method
- times faster
- k means
- search space
- stochastic approximation
- monte carlo sampling
- convergence rate
- dynamic programming
- significant improvement
- constrained optimization
- multi robot
- optimization model
- recognition algorithm
- theoretical analysis
- combinatorial optimization
- path planning
- monte carlo
- clustering method
- probabilistic model
- cost function
- objective function
- genetic algorithm