Agent Based Simulation on Task Workflow Oriented Self-Organization of Cellular Organizational Network

被引：0

作者：

Liu, Jie ^{[1
]}

Zhang, Wei-ming ^{[1
]}

Li, Bo ^{[2
]}

Sun, Zhong-ju ^{[2
]}

机构：

[1] Natl Univ Def Technol, Sci & Technol Informat Syst Engn Lab, Changsha 410072, Hunan, Peoples R China

[2] Xian High Tech Res Inst, Xian 710025, Shaanxi, Peoples R China

来源：

2017 2ND INTERNATIONAL CONFERENCE ON COMPUTATIONAL MODELING, SIMULATION AND APPLIED MATHEMATICS (CMSAM) | 2017年

基金：

美国国家科学基金会;

关键词：

Task oriented self-organization; Agent based simulation; Cellular organizational network;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Modeling self-organization is a critical problem in computational analysis of organizational dynamics and decision support system. Task workflow oriented self-organization shows different characteristics from completely self-organization mechanism. Towards this end, a task workflow oriented self-organization model is constructed to analyze the internal mechanism and performance under different task requirement environments. The cellular organizational network is used to model the relationship structure of cellular work groups. The Agent Based Simulation (ABS) is used to simulate the whole activity self-organization process and individual behaviors driven by task workflow. The model is examined through for simulation experiments. Experimental results shows the difference of the organizational performance according to different task requirements, which exhibits potential application in task workflow oriented organization design and optimization.

引用

页码：144 / 150

页数：7

共 50 条

[21] Self-organization of Peers in Agent Societies
Savarimuthu, Sharmila
Purvis, Maryam
Purvis, Martin
2009 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCES ON WEB INTELLIGENCE (WI) AND INTELLIGENT AGENT TECHNOLOGIES (IAT), VOL 2, 2009, : 74 - 77
[22] A Deterministic Agent-Particle Model for Cellular Diffusion, Aggregation and Self-Organization
Dembele, Jean Marie
Sayama, Hiroki
2013 IEEE SYMPOSIUM ON ARTIFICIAL LIFE (ALIFE), 2013, : 21 - 26
[23] The concept of self-organization in cellular architecture
Misteli, T
JOURNAL OF CELL BIOLOGY, 2001, 155 (02): : 181 - 185
[24] Reliable Cellular Automata with Self-Organization
Peter Gács
Journal of Statistical Physics, 2001, 103 : 45 - 267
[25] Reliable cellular automata with self-organization
Gács, P
JOURNAL OF STATISTICAL PHYSICS, 2001, 103 (1-2) : 45 - 267
[26] Reliable cellular automata with self-organization
Gacs, P
38TH ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE, PROCEEDINGS, 1997, : 90 - 99
[27] An agent-based approach for modeling molecular self-organization
Troisi, A
Wong, V
Ratner, MA
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (02) : 255 - 260
[28] Self-organization of a task-oriented visuo-motor map for a redundant arm
Katayama, M
Asada, K
Zheng, XZ
Yamakita, M
Ito, K
ETFA '96 - 1996 IEEE CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION, PROCEEDINGS, VOLS 1 AND 2, 1996, : 302 - 308
[29] Enhancing Service-oriented Holonic Multi-agent Systems with Self-organization
Barbosa, Jose
Leitao, Paulo
PROCEEDINGS OF INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND SYSTEMS MANAGEMENT (IESM'2011): INNOVATIVE APPROACHES AND TECHNOLOGIES FOR NETWORKED MANUFACTURING ENTERPRISES MANAGEMENT, 2011, : 1373 - 1381
[30] Research on information self-organization complex computer simulation of network affairs
Jiang, Yun
Gong, Huaping
Information Technology Journal, 2013, 12 (03) : 474 - 477

← 1 2 3 4 5 →