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Clonal Plasticity: An Autonomic Mechanism for Multi-Agent Systems to Self-Diversify
Author(s)
Date Issued
2017-12-07
Date Available
2019-04-15T08:07:09Z
Abstract
Diversity has long been used as a design tactic in computer systems to achieve various properties. Multi-agent systems, in particular, have utilized diversity to achieve aggregate properties such as efficiency of resource allocations, and fairness in these allocations. However, diversity has usually been introduced manually by the system designer. This paper proposes a decentralized technique, clonal plasticity, that makes homogeneous agents self-diversify, in an autonomic way. We show that clonal plasticity is competitive with manual diversification, at achieving efficient resource allocations and fairness.
Type of Material
Journal Article
Publisher
Springer
Journal
Autonomous Agents and Multi-Agent Systems
Volume
32
Issue
2
Start Page
275
End Page
311
Copyright (Published Version)
2017 the Author
Language
English
Status of Item
Peer reviewed
ISSN
1387-2532
This item is made available under a Creative Commons License
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Name
clonalplasticity_algodiversity.pdf
Size
607.42 KB
Format
Adobe PDF
Checksum (MD5)
c8a51feeeb6151c62bcdd206d407db83
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