Linear convergence of a primal-dual algorithm for distributed interval optimization

ELECTRONIC RESEARCH ARCHIVE(2024)

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摘要
In this paper, we investigate a distributed interval optimization problem whose local functions are interval functions rather than scalar functions. Focusing on distributed interval optimization, this paper presents a distributed primal-dual algorithm. A criterion is introduced under which linear convergence to the Pareto solution of distributed interval optimization problems can be achieved without strong convexity. Lastly, a numerical simulation is presented to illustrate the linear convergence of the algorithm that has been proposed.
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关键词
distributed interval optimization problem,Pareto solution,linear convergence rates,primal-dual algorithm
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