Download PDFOpen PDF in browserDistributed Neurodynamic Approach for Optimal Allocation with Separable Resource LossesEasyChair Preprint 1128312 pages•Date: November 13, 2023AbstractTo solve the optimal allocation problem with separable resource losses, this paper proposes a neurodynamic method based on multi-agent system. By using KKT condition, the nonlinear coupling equality constraint in the original problem is equivalently transformed into a convex coupling inequality constraint. Then, with the help of finite-time tracking technology and fixed-time projection method, a neurodynamic method is designed and its convergence is strictly proved. Finally, the simulation results verify the effectiveness of the proposed neurodynamic method. Keyphrases: Distributed neurodynamic approach, Optimal allocation problem, Separable resource losses
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