Gradient-free distributed optimization with exact convergence

Gradient-free distributed optimization with exact convergence

In this paper, a gradient-free distributed algorithm is introduced to solve a set constrained optimization problem under a directed communication network. Specifically, at each time-step, the agents locally compute a so-called pseudo-gradient to guide the updates of the decision variables, which can...

Saved in:

書目詳細資料
Main Authors:	Pang, Yipeng, Hu, Guoqiang
其他作者:	School of Electrical and Electronic Engineering
格式:	Article
語言:	English
出版:	2022
主題:	Engineering::Electrical and electronic engineering Distributed Optimization Gradient-Free Methods
在線閱讀:	https://hdl.handle.net/10356/163543
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

A gradient-free distributed optimization method for convex sum of nonconvex cost functions
由: Pang, Yipeng, et al.
出版: (2023)

Exact convergence of gradient-free distributed optimization method in a multi-agent system
由: Pang, Yipeng, et al.
出版: (2020)

Nash equilibrium seeking in N-coalition games via a gradient-free method
由: Pang, Yipeng, et al.
出版: (2022)

Randomized gradient-free distributed online optimization via a dynamic regret analysis
由: Pang, Yipeng, et al.
出版: (2023)

Gradient-free nash equilibrium seeking in N-cluster games with uncoordinated constant step-sizes
由: Pang, Yipeng, et al.
出版: (2023)

Distributed Nash equilibrium seeking with limited cost function knowledge via a consensus-based gradient-free method
由: Pang, Yipeng, et al.
出版: (2022)

Convergence of asynchronous distributed gradient methods over stochastic networks
由: Xu, Jinming, et al.
出版: (2020)

Gradient-free distributed optimization and nash equilibrium seeking
由: Pang, Yipeng
出版: (2020)

Innovation compression for communication-efficient distributed optimization with linear convergence
由: Zhang, Jiaqi, et al.
出版: (2023)

Distributed optimization for two types of heterogeneous multiagent systems
由: Sun, Chao, et al.
出版: (2022)

Exponential convergence of distributed optimization for heterogeneous linear multi-agent systems over unbalanced digraphs
由: Li, Li, et al.
出版: (2022)

Structural shape and topology optimization using an implicit free boundary parametrization method
由: Wang, S.Y., et al.
出版: (2014)

An investigation on evolutionary gradient search for multi-objective optimization
由: Goh, C.K., et al.
出版: (2014)

Composite optimization with coupling constraints via penalized proximal gradient method in asynchronous networks
由: Wang, Jianzheng, et al.
出版: (2023)

Hessian matrix distribution for Bayesian policy gradient reinforcement learning
由: Vien, N.A., et al.
出版: (2013)

A gradient-based track-following controller optimization for hard disk drive
由: Hao, Q., et al.
出版: (2014)

Distributed bandit online convex optimization with time-varying coupled inequality constraints
由: Yi, Xinlei, et al.
出版: (2022)

Distributed aggregative optimization over multi-agent networks
由: Li, Xiuxian, et al.
出版: (2022)

STOCHASTIC BREGMAN GRADIENT-TYPE ALGORITHMS FOR NONCONVEX OPTIMIZATION AND CONVEX-CONCAVE SADDLE POINT PROBLEMS
由: DING KUANGYU
出版: (2023)

Distributed optimal consensus of multiple double integrators under bounded velocity and acceleration
由: Qiu, Zhirong, et al.
出版: (2021)

Simple and optimal stochastic gradient methods for nonsmooth nonconvex optimization
由: LI, Zhize, et al.
出版: (2022)

Controller placement optimization in hierarchical distributed software defined vehicular networks
由: Ma, Maode, et al.
出版: (2019)

A derivative-free trust-region method for biobjective optimization
由: Ryu, J.-H., et al.
出版: (2014)

Distributed framework matching
由: Cao, Kun, et al.
出版: (2022)

Distributed continuous-time algorithms for nonsmooth extended monotropic optimization problems
由: Zeng, Xianlin, et al.
出版: (2019)

Distributed online convex optimization with time-varying coupled inequality constraints
由: Yi, Xinlei, et al.
出版: (2023)

Quadratic cost flow and the conjugate gradient method
由: Sun, J., et al.
出版: (2013)

Distributed optimal consensus control for a class of uncertain nonlinear multiagent networks with disturbance rejection using adaptive technique
由: Wang, Dong, et al.
出版: (2022)

Full coverage of optimal phasor measurement unit placement solutions in distribution systems using integer linear programming
由: Chen, Xuebing, et al.
出版: (2019)

Regret and cumulative constraint violation analysis for distributed online constrained convex optimization
由: Yi, Xinlei, et al.
出版: (2023)

Algorithm unrolling-based distributed optimization for RIS-assisted cell-free networks
由: Xu, Wangyang, et al.
出版: (2023)

Distributed robust energy management of a multimicrogrid system in the real-time energy market
由: Liu, Yun, et al.
出版: (2020)

Uniformly sampled genetic algorithm with gradient search for structural identification - Part II: Local search
由: Zhang, Z., et al.
出版: (2014)

Distributed online optimization for multi-agent networks with coupled inequality constraints
由: Li, Xiuxian, et al.
出版: (2022)

Distributed continuous-time algorithm for a general nonsmooth monotropic optimization problem
由: Li, Xiuxian, et al.
出版: (2021)

A geometric deformation constrained level set method for structural shape and topology optimization
由: Wang, S.Y., et al.
出版: (2014)

Synthesis of free standing, one dimensional, Al-SiC based functionally gradient materials using gradient slurry disintegration and deposition
由: Gupta, M., et al.
出版: (2014)

DESTRESS: Computation-optimal and communication-efficient decentralized nonconvex finite-sum optimization
由: LI, Boyue, et al.
出版: (2022)

Attack-resilient distributed convex optimization of cyber-physical systems against malicious cyber-attacks over random digraphs
由: Feng, Zhi, et al.
出版: (2022)

A Comparison Study of Adjoint-Based Gradient Search Technique and Mathematical Programming for Optimal Well-Placement
由: Toh, R.Y., et al.
出版: (2014)