A Web Service Composition Algorithm based on Global QoS Optimizing with MOCACO

被引：0
作者：
Wang Li [1 ]
He Yan-xiang [1 ]
机构：
[1] Wuhan Univ, Comp Sch, Wuhan, Peoples R China
来源：
2010 INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT (CCCM2010), VOL I | 2010年
关键词：
web services composition; chaos operator; ant colony algorithm; QoS; multi-objecctive;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Web services composition has gained a considera-ble momentum as a means to create and streamline B2B collaborations within and across organizational boundaries. This paper focuses on the web services composition and provides a novel selection algorithm based on global QoS optimizing and Multi objective Chaos Ant Colony Optimization (MOCACO). Firstly, the web services selection model with QoS global optimization is converted into a multi-objective optimization problem. Furthermore, the MOCACO is used to select the service and optimize QoS to satisfy the user constraints. During the optimizing procedure, the random and ergodic chaos variable is used to make an optimal search, it overcomes the problem of low efficiency and easily being in a partial optimization that ant colony algorithm brings. The simulation shows that the MOCACO is more efficient and effective than Multi-objective Genetic Algorithm (MOGA) applied to services composition.
引用
收藏
页码：684 / 687
页数：4
相关论文
共 50 条
[41]   QoS and SLA Aware Web Service Composition in Cloud Environment [J].
Wang, Dandan ;
Ding, Hao ;
Yang, Yang ;
Mi, Zhenqiang ;
Liu, Li ;
Xiong, Zenggang .
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2016, 10 (12) :5231-5248
[42]   QoS-aware Services Replacement of Web Service Composition [J].
Yin, Keting ;
Zhou, Bo ;
Zhang, Shuai ;
Xu, Bin ;
Chen, Yixi .
ITCS: 2009 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND COMPUTER SCIENCE, PROCEEDINGS, VOL 2, PROCEEDINGS, 2009, :271-274
[43]   A System for Web Service Selection Based on QoS [J].
Sachan, Divya ;
Dixit, Saurabh Kumar ;
Kumar, Sandeep .
PROCEEDINGS OF THE 2013 INTERNATIONAL CONFERENCE ON INFORMATION SYSTEMS AND COMPUTER NETWORKS (ISCON), 2013, :139-144
[44]   A web service personal discovery based on QoS [J].
Yuan, Zhou ;
YaoFeng, Miao .
Journal of Software Engineering, 2015, 9 (01) :169-178
[45]   Survey of QoS Based Web Service Discovery [J].
Phalnikar, Rashmi ;
Khutade, Pradnya A. .
PROCEEDINGS OF THE 2012 WORLD CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGIES, 2012, :657-661
[46]   A Heuristic QoS-Aware Service Selection Approach to Web Service Composition [J].
Liu, Dongmei ;
Shao, Zhiqing ;
Yu, Caizhu ;
Fan, Guisheng .
PROCEEDINGS OF THE 8TH IEEE/ACIS INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE, 2009, :1184-1189
[47]   MULTI-OBJECTIVE AND DISCRETE ELEPHANTS HERDING OPTIMIZATION ALGORITHM FOR QOS AWARE WEB SERVICE COMPOSITION [J].
Sadouki, Samia Chibani ;
Tari, Abdelkamel .
RAIRO-OPERATIONS RESEARCH, 2019, 53 (02) :445-459
[48]   A QoS based Web Service Selection Model [J].
Liu Sha ;
Guo Shaozhong ;
Chen Xin ;
Lan Mingjing .
2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 3, PROCEEDINGS, 2009, :353-356
[49]   Genetic Algorithm with Dynamic Stopping Criteria for Global QoS-Driven Web Service Replanning Selection [J].
Zhang, Chengwen ;
Kuang, Jian ;
Cheng, Bo ;
Zhang, Longchang ;
Zhang, Zhenzhong .
INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, 2012, 15 (02) :689-698
[50]   QoS-Based Web Services Composition Optimization with an Extended Bat Inspired Algorithm [J].
Boussalia, Serial Rayene ;
Chaoui, Allaoua ;
Hurault, Aurelie .
INFORMATION AND SOFTWARE TECHNOLOGIES, ICIST 2015, 2015, 538 :306-319
12345