A bio-inspired emergent system for intelligent Web service composition and management

被引：49
|
作者：
Ding, Yongsheng [1 ]
Sun, Hongbin
Hao, Kuangrong
机构：
[1] Donghua Univ, Coll Informat Sci & Technol, Shanghai 201620, Peoples R China
[2] Donghua Univ, Engn Res Ctr Digitized Text & Fash Technol, Minist Educ, Shanghai 201620, Peoples R China
来源：
KNOWLEDGE-BASED SYSTEMS | 2007年 / 20卷 / 05期
基金：
中国国家自然科学基金;
关键词：
neuroendocrine-immune system; bio-systemic intelligence; emergence; Web services; agent;
D O I：
10.1016/j.knosys.2007.01.007
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Some important mechanisms in neuroendocrine-immune (NEI) system are inspired to design a decentralized, evolutionary, scalable, and adaptive system for Web service composition and management. We first abstract a novel intelligent network model inspired from the NEI system. Based on this model, we then propose a method for Web service emergence by designing a bio-entity as an autonomous agent to represent Web service. As such, automatic composition and dynamic management of Web services can be achieved. Also, we build its computation platform which allows the bio-entities to cooperate over Web services and exploits capabilities of their partners. Finally, the simulation results on the platform show that Web service emergence can be achieved through self-organizing, cooperating, and compositing. The proposed method provides a novel solution for intelligent composition and management of Web services. (C) 2007 Published by Elsevier B.V.
引用
收藏
页码：457 / 465
页数：9
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