Achieving Linear Convergence in Distributed Aggregative Optimization Over Directed Graphs.
Liyuan ChenGuanghui WenXiao FangJialing ZhouJinde CaoPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2024)
Keyphrases
- directed graph
- random walk
- global optimization
- distributed systems
- distributed environment
- evolutionary multiobjective
- quadratic programming
- undirected graph
- optimization algorithm
- highly non linear
- global convergence
- directed acyclic graph
- faster convergence
- optimization problems
- dynamic programming
- quasi newton
- disjoint paths
- cooperative
- strongly connected
- machine learning
- gray scale
- maximum flow
- quadratic program
- computational complexity
- convergence speed
- optimization method
- structured data