Search Results - "Continuous-time optimization algorithms"

Distributed Coordination for Nonsmooth Convex Optimization via Saddle-Point Dynamics by Cortés, Jorge, Niederländer, Simon K.

“…This paper considers continuous-time coordination algorithms for networks of agents that seek to collectively solve a general class of nonsmooth convex…”
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Distributed Robust Continuous-Time Optimization Algorithms for Time-Varying Constrained Cost Functions by Ebrahimi, Zeinab, Deghat, Mohammad

“…This paper presents a distributed continuous-time optimization framework aimed at overcoming the challenges posed by time-varying cost functions and…”
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Distributed Continuous Time Optimization Algorithms over Unbalanced Graphs by Cheng, Songsong, Fan, Yuan

“…This paper investigates two distributed optimization schemes with or without feasible set constraints over unbalanced graphs, respectively. To overcome the…”
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Convergence Analysis of a Continuous-Time Distributed Gradient Descent Algorithm by Zhang, Mengyao, Liu, Xinzhi, Liu, Jun

“…There are various methods designed for solving the distributed optimization problem with only local computation and communication. This letter discusses a…”
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Distributed Robust Continuous-Time Optimization Algorithms for Time-Varying Constrained Cost by Ebrahimi, Zeinab, Deghat, Mohammad

“…This paper presents a distributed continuous-time optimization framework aimed at overcoming the challenges posed by time-varying cost functions and…”
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Finite-Time Convergence of Continuous-Time Optimization Algorithms via Differential Inclusions by Romero, Orlando, Benosman, Mouhacine

“… We thus construct a class of discontinuous dynamical systems, of second order with respect to the cost function, that serve as continuous-time optimization algorithms with finite-time convergence…”
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A gradient-based dissipative continuous-time algorithm for distributed optimization by Yu, Weiyong, Yi, Peng, Hong, Yiguang

“…This paper is concerned with solving distributed optimization problem by multi-agent systems with gradient-based dissipative dynamics over undirected graph…”
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Recent progress on the study of distributed economic dispatch in smart grid: an overview by Wen, Guanghui, Yu, Xinghuo, Liu, Zhiwei

“…Designing an efficient distributed economic dispatch (DED) strategy for the smart grid (SG) in the presence of multiple generators plays a paramount role in…”
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Fixed-Time Stable Gradient Flows: Applications to Continuous-Time Optimization by Garg, Kunal, Panagou, Dimitra

“…; prior work in this area has yielded useful insights and elegant methods for proving stability and convergence properties of the continuous-time optimization algorithms…”
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Analysis of linear‐quadratic optimal control via a hybrid control lens by Feng, Lechen, Ni, Yuan‐Hua

“…‐time optimization algorithms. We show that the above‐mentioned hybrid system converges exponentially to the optimal feedback gain with any order, and the solution trajectory is Zeno‐free. Then, the forward…”
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A Lie bracket approximation approach to distributed optimization over directed graphs by Michalowsky, Simon, Gharesifard, Bahman, Ebenbauer, Christian

“… techniques we derive a methodology that allows to design distributed continuous-time optimization algorithms that solve this problem under minimal assumptions on the graph topology as well as on the…”
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Fixed-Time Cluster Consensus for Multi-Agent Systems with Objective Optimization on Directed Networks by Duan, Suna, Yu, Zhiyong, Jiang, Haijun, Ouyang, Deqiang

“… Firstly, a directed and detail balanced network is constructed that depends on the weights of the global objective function, and two kinds of novel continuous-time optimization algorithms…”
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Distributed continuous-time gradient-based algorithm for constrained optimization by Peng Yi, Yiguang Hong

“…In this paper, we consider distributed algorithm based on a continuous-time multi-agent system to solve constrained optimization problem. The global…”
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A Framework for Time-Varying Optimization via Derivative Estimation by Marchi, Matteo, Bunton, Jonathan, Silvestre, Joao Pedro, Tabuada, Paulo

“… In this paper, we propose a novel construction and analysis of a continuous-time derivative estimation scheme based on "dirty-derivatives", and show how it naturally interfaces with continuous- time…”
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Continuous-Time Optimization of Time-Varying Cost Functions via Finite-Time Stability with Pre-Defined Convergence Time by Romero, Orlando, Benosman, Mouhacine

“…In this paper, we propose a new family of continuous-time optimization algorithms for time-varying, locally strongly convex cost functions, based on discontinuous second-order gradient optimization…”
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Analyzing the Effect of Persistent Asset Switches on a Class of Hybrid-Inspired Optimization Algorithms by Baradaran, Matina, Le, Justin H., Teel, Andrew R.

“… Motivated by such applications, we analyze the effect of persistently switching objectives in continuous-time optimization algorithms…”
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Design and Analysis of Hybrid and Hybrid-Inspired Control Systems in Stochastic and Non-Stochastic Settings by Hosseini, Matina Baradaran

“…This dissertation is divided into three parts. The first part presents three chapters on a class of stochastic dynamical systems designed to solve non-convex…”
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A Framework for Time-Varying Optimization via Derivative Estimation by Marchi, Matteo, Bunton, Jonathan, João Pedro Silvestre, Tabuada, Paulo

“… In this paper, we propose a novel construction and analysis of a continuous-time derivative estimation scheme based on "dirty-derivatives", and show how it naturally interfaces with continuous-time…”
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Analyzing the Effect of Persistent Asset Switches on a Class of Hybrid-Inspired Optimization Algorithms by Baradaran, Matina, Le, Justin H, Teel, Andrew R

“… Motivated by such applications, we analyze the effect of persistently switching objectives in continuous-time optimization algorithms…”
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A Lie bracket approximation approach to distributed optimization over directed graphs by Michalowsky, Simon, Gharesifard, Bahman, Ebenbauer, Christian

“… techniques we derive a methodology that allows to design distributed continuous-time optimization algorithms that solve this problem under minimal assumptions on the graph topology as well as on the…”
Get full text