Analyzing Emergence in Complex Adaptive System: A Sign-Based Model of Stigmergy

Chuanjun REN; Xiaomin JIA; Hongbing HUANG; Shiyao JIN

doi:10.1587/transinf.E94.D.2212

Analyzing Emergence in Complex Adaptive System: A Sign-Based Model of Stigmergy

Chuanjun REN, Xiaomin JIA, Hongbing HUANG, Shiyao JIN

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The description and analysis of emergence in complex adaptive system has recently become a topic of great interest in the field of systems, and lots of ideas and methods have been proposed. A Sign-based model of Stigmergy is proposed in this paper. Stigmergy is widely used in complex systems. We pick up “Sign” as a key notion to understand it. A definition of “Sign” is given, which reveals the Sign's nature and exploit the significations and relationships carried by the “Sign”. Then, a Sign-based model of Stigmergy is consequently developed, which captures the essential characteristics of Stigmergy. The basic architecture of Stigmergy as well as its constituents are presented and then discussed. The syntax and operational semantics of Stigmergy configurations are given. We illustrate the methodology of analyzing emergence in CAS by using our model.

Publication: IEICE TRANSACTIONS on Information Vol.E94-D No.11 pp.2212-2218

Publication Date: 2011/11/01

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Online ISSN: 1745-1361

DOI: 10.1587/transinf.E94.D.2212

Type of Manuscript: PAPER

Category: Artificial Intelligence, Data Mining

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Chuanjun REN, Xiaomin JIA, Hongbing HUANG, Shiyao JIN, "Analyzing Emergence in Complex Adaptive System: A Sign-Based Model of Stigmergy" in IEICE TRANSACTIONS on Information, vol. E94-D, no. 11, pp. 2212-2218, November 2011, doi: 10.1587/transinf.E94.D.2212.
Abstract: The description and analysis of emergence in complex adaptive system has recently become a topic of great interest in the field of systems, and lots of ideas and methods have been proposed. A Sign-based model of Stigmergy is proposed in this paper. Stigmergy is widely used in complex systems. We pick up “Sign” as a key notion to understand it. A definition of “Sign” is given, which reveals the Sign's nature and exploit the significations and relationships carried by the “Sign”. Then, a Sign-based model of Stigmergy is consequently developed, which captures the essential characteristics of Stigmergy. The basic architecture of Stigmergy as well as its constituents are presented and then discussed. The syntax and operational semantics of Stigmergy configurations are given. We illustrate the methodology of analyzing emergence in CAS by using our model.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.E94.D.2212/_p

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@ARTICLE{e94-d_11_2212,
author={Chuanjun REN, Xiaomin JIA, Hongbing HUANG, Shiyao JIN, },
journal={IEICE TRANSACTIONS on Information},
title={Analyzing Emergence in Complex Adaptive System: A Sign-Based Model of Stigmergy},
year={2011},
volume={E94-D},
number={11},
pages={2212-2218},
abstract={The description and analysis of emergence in complex adaptive system has recently become a topic of great interest in the field of systems, and lots of ideas and methods have been proposed. A Sign-based model of Stigmergy is proposed in this paper. Stigmergy is widely used in complex systems. We pick up “Sign” as a key notion to understand it. A definition of “Sign” is given, which reveals the Sign's nature and exploit the significations and relationships carried by the “Sign”. Then, a Sign-based model of Stigmergy is consequently developed, which captures the essential characteristics of Stigmergy. The basic architecture of Stigmergy as well as its constituents are presented and then discussed. The syntax and operational semantics of Stigmergy configurations are given. We illustrate the methodology of analyzing emergence in CAS by using our model.},
keywords={},
doi={10.1587/transinf.E94.D.2212},
ISSN={1745-1361},
month={November},}

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TY - JOUR
TI - Analyzing Emergence in Complex Adaptive System: A Sign-Based Model of Stigmergy
T2 - IEICE TRANSACTIONS on Information
SP - 2212
EP - 2218
AU - Chuanjun REN
AU - Xiaomin JIA
AU - Hongbing HUANG
AU - Shiyao JIN
PY - 2011
DO - 10.1587/transinf.E94.D.2212
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E94-D
IS - 11
JA - IEICE TRANSACTIONS on Information
Y1 - November 2011
AB - The description and analysis of emergence in complex adaptive system has recently become a topic of great interest in the field of systems, and lots of ideas and methods have been proposed. A Sign-based model of Stigmergy is proposed in this paper. Stigmergy is widely used in complex systems. We pick up “Sign” as a key notion to understand it. A definition of “Sign” is given, which reveals the Sign's nature and exploit the significations and relationships carried by the “Sign”. Then, a Sign-based model of Stigmergy is consequently developed, which captures the essential characteristics of Stigmergy. The basic architecture of Stigmergy as well as its constituents are presented and then discussed. The syntax and operational semantics of Stigmergy configurations are given. We illustrate the methodology of analyzing emergence in CAS by using our model.
ER -