Document Type

Journal Article

Department/Unit

Department of Computer Science

Title

Toward understanding the optimization of complex systems

Language

English

Abstract

In response to the increasing demands for solving various optimization problems arisen from complex systems, the paper focuses on the study of a general-purpose distributed/decentralized self-organized computing method, with the help of agent-oriented modeling method. The goal of this paper is to unravel the microscopic characteristics and the hidden complexity of complex computational systems, and furthermore, construct proper mechanisms that will support self-organized computation. © Springer Science+Business Media B.V. 2011.

Keywords

Agent-oriented modeling, Complex systems, Complexity, Optimization, Self-organized computation

Publication Date

2012

Source Publication Title

Artificial Intelligence Review

Volume

38

Issue

4

Start Page

313

End Page

324

Publisher

Springer Verlag

DOI

10.1007/s10462-011-9256-4

Link to Publisher's Edition

http://dx.doi.org/10.1007/s10462-011-9256-4

ISSN (print)

02692821

ISSN (electronic)

15737462

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