Characterizing Complex Behavior in (Self-organizing) Multi-agent Systems

Bingcheng Hu; Jiming Liu

doi:10.1007/11424826_135

Characterizing Complex Behavior in (Self-organizing) Multi-agent Systems

Bingcheng Hu^*, Jiming Liu

^*Corresponding author for this work

Department of Computer Science

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

1 Citation (Scopus)

Abstract

In this paper, we show our work on characterizing complex behavior in self-organizing (SOMAS) and non-self-organizing (NonSOMAS) multi-agent systems. Through experiments and analysis, we investigate how Self-Organized Criticality (SOC) phenomena arise in SOMAS rather than in NonSOMAS. Furthermore, we compare the order of agent performance in the two types of systems and explain its implications.

Original language	English
Title of host publication	Computational Science and Its Applications - ICCSA 2005
Subtitle of host publication	International Conference, Singapore, May 9-12, 2005, Proceedings, Part II
Editors	Osvaldo Gervasi, Marina L. Gavrilova, Vipin Kumar, Antonio Laganà, Heow Pueh Lee, Youngsong Mun, David Taniar, Chih Jeng Kenneth Tan
Place of Publication	Berlin, Heidelberg
Publisher	Springer
Pages	1274-1283
Number of pages	10
Edition	1st
ISBN (Electronic)	9783540320449
ISBN (Print)	9783540258612
DOIs	https://doi.org/10.1007/11424826_135
Publication status	Published - 27 Apr 2005
Event	International Conference on Computational Science and Its Applications - ICCSA 2005 - , Singapore Duration: 9 May 2005 → 12 May 2005 https://link.springer.com/book/10.1007/b136266 https://link.springer.com/book/10.1007/b136269 https://link.springer.com/book/10.1007/b136271 https://link.springer.com/book/10.1007/b136278

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	3481
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Name	Theoretical Computer Science and General Issues

Name	ICCSA: International Conference on Computational Science and Its Applications

Conference

Conference	International Conference on Computational Science and Its Applications - ICCSA 2005
Country/Territory	Singapore
Period	9/05/05 → 12/05/05
Internet address	https://link.springer.com/book/10.1007/b136266 https://link.springer.com/book/10.1007/b136269 https://link.springer.com/book/10.1007/b136271 https://link.springer.com/book/10.1007/b136278

User-Defined Keywords

Autocorrelation Function
Clock Cycle
Complex Behavior
Downward Causation
Synthetic System

Access to Document

10.1007/11424826_135

Cite this

Hu, B., & Liu, J. (2005). Characterizing Complex Behavior in (Self-organizing) Multi-agent Systems. In O. Gervasi, M. L. Gavrilova, V. Kumar, A. Laganà, H. P. Lee, Y. Mun, D. Taniar, & C. J. K. Tan (Eds.), Computational Science and Its Applications - ICCSA 2005: International Conference, Singapore, May 9-12, 2005, Proceedings, Part II (1st ed., pp. 1274-1283). (Lecture Notes in Computer Science; Vol. 3481), (Theoretical Computer Science and General Issues), (ICCSA: International Conference on Computational Science and Its Applications). Springer. https://doi.org/10.1007/11424826_135

Hu, Bingcheng ; Liu, Jiming. / Characterizing Complex Behavior in (Self-organizing) Multi-agent Systems. Computational Science and Its Applications - ICCSA 2005: International Conference, Singapore, May 9-12, 2005, Proceedings, Part II. editor / Osvaldo Gervasi ; Marina L. Gavrilova ; Vipin Kumar ; Antonio Laganà ; Heow Pueh Lee ; Youngsong Mun ; David Taniar ; Chih Jeng Kenneth Tan. 1st. ed. Berlin, Heidelberg : Springer, 2005. pp. 1274-1283 (Lecture Notes in Computer Science). (Theoretical Computer Science and General Issues). (ICCSA: International Conference on Computational Science and Its Applications).

@inproceedings{202573cab46847b18b7551ac3b48c001,

title = "Characterizing Complex Behavior in (Self-organizing) Multi-agent Systems",

abstract = "In this paper, we show our work on characterizing complex behavior in self-organizing (SOMAS) and non-self-organizing (NonSOMAS) multi-agent systems. Through experiments and analysis, we investigate how Self-Organized Criticality (SOC) phenomena arise in SOMAS rather than in NonSOMAS. Furthermore, we compare the order of agent performance in the two types of systems and explain its implications.",

keywords = "Autocorrelation Function, Clock Cycle, Complex Behavior, Downward Causation, Synthetic System",

author = "Bingcheng Hu and Jiming Liu",

note = "Copyright: Copyright 2020 Elsevier B.V., All rights reserved.; International Conference on Computational Science and Its Applications - ICCSA 2005 ; Conference date: 09-05-2005 Through 12-05-2005",

year = "2005",

month = apr,

day = "27",

doi = "10.1007/11424826_135",

language = "English",

isbn = "9783540258612",

series = "Lecture Notes in Computer Science",

publisher = "Springer",

pages = "1274--1283",

editor = "Osvaldo Gervasi and Gavrilova, {Marina L.} and Vipin Kumar and Antonio Lagan{\`a} and Lee, {Heow Pueh} and Youngsong Mun and David Taniar and Tan, {Chih Jeng Kenneth}",

booktitle = "Computational Science and Its Applications - ICCSA 2005",

edition = "1st",

url = "https://link.springer.com/book/10.1007/b136266, https://link.springer.com/book/10.1007/b136269, https://link.springer.com/book/10.1007/b136271, https://link.springer.com/book/10.1007/b136278",

}

Hu, B & Liu, J 2005, Characterizing Complex Behavior in (Self-organizing) Multi-agent Systems. in O Gervasi, ML Gavrilova, V Kumar, A Laganà, HP Lee, Y Mun, D Taniar & CJK Tan (eds), Computational Science and Its Applications - ICCSA 2005: International Conference, Singapore, May 9-12, 2005, Proceedings, Part II. 1st edn, Lecture Notes in Computer Science, vol. 3481, Theoretical Computer Science and General Issues, ICCSA: International Conference on Computational Science and Its Applications, Springer, Berlin, Heidelberg, pp. 1274-1283, International Conference on Computational Science and Its Applications - ICCSA 2005, Singapore, 9/05/05. https://doi.org/10.1007/11424826_135

Characterizing Complex Behavior in (Self-organizing) Multi-agent Systems. / Hu, Bingcheng; Liu, Jiming.
Computational Science and Its Applications - ICCSA 2005: International Conference, Singapore, May 9-12, 2005, Proceedings, Part II. ed. / Osvaldo Gervasi; Marina L. Gavrilova; Vipin Kumar; Antonio Laganà; Heow Pueh Lee; Youngsong Mun; David Taniar; Chih Jeng Kenneth Tan. 1st. ed. Berlin, Heidelberg: Springer, 2005. p. 1274-1283 (Lecture Notes in Computer Science; Vol. 3481), (Theoretical Computer Science and General Issues), (ICCSA: International Conference on Computational Science and Its Applications).

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

TY - GEN

T1 - Characterizing Complex Behavior in (Self-organizing) Multi-agent Systems

AU - Hu, Bingcheng

AU - Liu, Jiming

PY - 2005/4/27

Y1 - 2005/4/27

N2 - In this paper, we show our work on characterizing complex behavior in self-organizing (SOMAS) and non-self-organizing (NonSOMAS) multi-agent systems. Through experiments and analysis, we investigate how Self-Organized Criticality (SOC) phenomena arise in SOMAS rather than in NonSOMAS. Furthermore, we compare the order of agent performance in the two types of systems and explain its implications.

AB - In this paper, we show our work on characterizing complex behavior in self-organizing (SOMAS) and non-self-organizing (NonSOMAS) multi-agent systems. Through experiments and analysis, we investigate how Self-Organized Criticality (SOC) phenomena arise in SOMAS rather than in NonSOMAS. Furthermore, we compare the order of agent performance in the two types of systems and explain its implications.

KW - Autocorrelation Function

KW - Clock Cycle

KW - Complex Behavior

KW - Downward Causation

KW - Synthetic System

UR - http://www.scopus.com/inward/record.url?scp=24944431516&partnerID=8YFLogxK

U2 - 10.1007/11424826_135

DO - 10.1007/11424826_135

M3 - Conference proceeding

AN - SCOPUS:24944431516

SN - 9783540258612

T3 - Lecture Notes in Computer Science

SP - 1274

EP - 1283

BT - Computational Science and Its Applications - ICCSA 2005

A2 - Gervasi, Osvaldo

A2 - Gavrilova, Marina L.

A2 - Kumar, Vipin

A2 - Laganà, Antonio

A2 - Lee, Heow Pueh

A2 - Mun, Youngsong

A2 - Taniar, David

A2 - Tan, Chih Jeng Kenneth

PB - Springer

CY - Berlin, Heidelberg

T2 - International Conference on Computational Science and Its Applications - ICCSA 2005

Y2 - 9 May 2005 through 12 May 2005

ER -

Hu B, Liu J. Characterizing Complex Behavior in (Self-organizing) Multi-agent Systems. In Gervasi O, Gavrilova ML, Kumar V, Laganà A, Lee HP, Mun Y, Taniar D, Tan CJK, editors, Computational Science and Its Applications - ICCSA 2005: International Conference, Singapore, May 9-12, 2005, Proceedings, Part II. 1st ed. Berlin, Heidelberg: Springer. 2005. p. 1274-1283. (Lecture Notes in Computer Science). (Theoretical Computer Science and General Issues). (ICCSA: International Conference on Computational Science and Its Applications). doi: 10.1007/11424826_135

Characterizing Complex Behavior in (Self-organizing) Multi-agent Systems

Abstract

Publication series

Conference

User-Defined Keywords

Access to Document

Other files and links

Fingerprint

Cite this