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Transactive Multi-Agent Systems over Flow Networks

    Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review

    2 Citations (Scopus)

    Abstract

    This paper presents insights into the implemen-tation of trans active multi-agent systems over decentralized flow networks. Agents have local resource demand and supply and are interconnected through a flow network to support resource sharing while respecting capacity constraints. We establish a competitive market with a pricing mechanism that internalizes flow capacity constraints into agents' decisions. We demonstrate the existence and equivalence of competitive equilibrium and social welfare equilibrium under convexity assumptions. We introduce a social acceptance sharing problem and propose a method to solve it by prescribing socially admissible utility functions. We provide a pedagogical example for linear-quadratic multi-agent systems. Extensive experiments validate our results.

    Original languageEnglish
    Title of host publication2023 62nd IEEE Conference on Decision and Control, CDC 2023
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    Pages5475-5480
    Number of pages6
    ISBN (Electronic)9798350301243
    DOIs
    Publication statusPublished - 2023
    Event62nd IEEE Conference on Decision and Control, CDC 2023 - Singapore, Singapore
    Duration: 13 Dec 2023 → 15 Dec 2023

    Publication series

    NameProceedings of the IEEE Conference on Decision and Control
    ISSN (Print)0743-1546
    ISSN (Electronic)2576-2370

    Conference

    Conference62nd IEEE Conference on Decision and Control, CDC 2023
    Country/TerritorySingapore
    CitySingapore
    Period13/12/23 → 15/12/23

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