Multi-agent Supply Planning Methods Allowing the Real-Time Performance of the Supply Network Management Systems

The paper deals with the questions of how to develop the automated planning systems that are fast enough to be used in real-time management of supply networks, considering the manual plan corrections by the users. Several practical situations and planning system use cases are considered. The paper p...

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Bibliographic Details
Published inIndustrial Applications of Holonic and Multi-Agent Systems pp. 81 - 95
Main Author Tsarev, Alexander
Format Book Chapter
LanguageEnglish
Published Cham Springer International Publishing 2019
SeriesLecture Notes in Computer Science
Subjects
Coordination
Distributed planning
Multi-agent planning
Parallel processing
Real-time management
Real-time scheduling
Self-regulation
Supply chain
Supply network
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ISBN9783030278779
3030278778
ISSN0302-9743
1611-3349
DOI10.1007/978-3-030-27878-6_7

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Summary:The paper deals with the questions of how to develop the automated planning systems that are fast enough to be used in real-time management of supply networks, considering the manual plan corrections by the users. Several practical situations and planning system use cases are considered. The paper proposes several methods that allow the increase of the data processing speed in practical cases. The methods include parallel data processing, dynamic control of the solutions space depth search, self-regulation of the system behavior based of the specifics of the data processed.
ISBN:9783030278779
3030278778
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-030-27878-6_7