Modeling for personalized Web service selection with QOS constraints based on GA and fuzzy control

Computer Engineering and Applications ›› 2007, Vol. 43 ›› Issue (27): 226-229.

• 工程与应用 • Previous Articles Next Articles

Modeling for personalized Web service selection with QOS constraints based on GA and fuzzy control

YIN Qi,LI Cun-hua,GAO Yong

Department of Computer Science,Huaihai Institute of Technology,Lianyungang,Jiangsu 222005,China

Received:1900-01-01 Revised:1900-01-01 Online:2007-09-21 Published:2007-09-21
Contact: YIN Qi

GA模糊控制支持QOS约束的Web服务选择模型

尹琦,李存华,高勇

淮海工学院计算机科学系,江苏连云港 222005

通讯作者: 尹琦

Abstract

Abstract: Web service is the software platform for Internet application based on distributed component.How to dynamically select,bind,and invoke Web service is one of attracted considerable attention in Web service architecture.This paper designs a model for personalized Web service with QOS constraints and prompts a strategy for dynamic,precise and self-learning based on GA and fuzzy control.

Key words: Web quality of service, Genetic Algorithms（GA）, fuzzy control, personalized Web service selection

摘要： Web服务是一种基于分布式组件的软件平台,是面向服务的Internet应用,如何动态地选择、绑定并调用最适合用户需求的Web服务,是一个成熟的Web服务构架亟待解决的问题之一。提出了一种用遗传算法结合模糊控制系统,实现动态、精确、具有自学习能力的个性化Web服务选择的策略,并在此基础上设计了一种基于模糊控制专家系统支持QOS的Web服务模型框架。

关键词: Web服务质量, 遗传算法, 模糊控制, 个性化Web服务选择

YIN Qi,LI Cun-hua,GAO Yong. Modeling for personalized Web service selection with QOS constraints based on GA and fuzzy control[J]. Computer Engineering and Applications, 2007, 43(27): 226-229.

尹琦,李存华,高勇. GA模糊控制支持QOS约束的Web服务选择模型[J]. 计算机工程与应用, 2007, 43(27): 226-229.

[1]	SU Fei, WANG Hong, ZU Linlu, WANG Jiang, LIU Chen. Closed-Loop Modulation of Parkinson’s State Based on Fuzzy Control [J]. Computer Engineering and Applications, 2021, 57(22): 273-280.
[2]	GUO Na, LI Caihong, WANG Di, ZHANG Ning, LIU Guoming. Path Planning of Mobile Robot Based on Prediction and Fuzzy Control [J]. Computer Engineering and Applications, 2020, 56(8): 104-109.
[3]	SHI Zhenhong, JIANG Hong, YU Wenhao, LIU Yazi, JIANG Xiaojie, JIANG Min. Research on Adaptive MPC Algorithm for Path Tracking Control [J]. Computer Engineering and Applications, 2020, 56(21): 266-271.
[4]	ZHANG Pan, LIU Xinjie, ZHANG Wei, ZHENG Haotian. Fuzzy Control for Path Tracking of Aircraft Traction Robot [J]. Computer Engineering and Applications, 2019, 55(16): 217-220.
[5]	ZHANG Fakun, PANG Chunying, YU Yuanhua. Design and simulation of high precision real-time fluorescence quantitative PCR temperature control system [J]. Computer Engineering and Applications, 2018, 54(20): 248-252.
[6]	ZHANG Zhuoran, YE Guangqiang, ZHAO Xiaolin. Adaptive algorithm based on modified current statistical model for passive tracking [J]. Computer Engineering and Applications, 2017, 53(3): 124-130.
[7]	SHI Guang, LIU Jianchen, CHEN Zhonghua, GUO Fengyi, JIANG Guoqiang. Control of pantograph based on DE-EDA multi-objective optimization [J]. Computer Engineering and Applications, 2016, 52(1): 229-232.
[8]	XIE Hong, CHEN Junhui, CHEN Haibin, ZOU Gaoliang, YANG Peng, TAN Yanghong, HE Yigang. Model free adaptive fuzzy control of temperature of silicon rod in reduction [J]. Computer Engineering and Applications, 2016, 52(1): 244-249.
[9]	YAN Wencai1, LI Xin2, BAI Ruilin1. Adaptive double fuzzy sliding mode control for serial robots [J]. Computer Engineering and Applications, 2015, 51(9): 52-56.
[10]	HU Yaqi1, HU Xiangyu2, ZHU Qianghua1, LI Hongzhong1. Regional coordination control for optimization of urban traffic [J]. Computer Engineering and Applications, 2015, 51(7): 266-270.
[11]	YUN Jintian1，2, XU Lilei1，2, SANG Hongqiang2. Research on adaptive fuzzy control and tracking performance of teleoperation robot [J]. Computer Engineering and Applications, 2015, 51(3): 61-65.
[12]	XU Fan1, BAI Ruilin1, GUO Zhiqiang2, YAN Wencai1. Scara robot fuzzy adaptive sliding mode control [J]. Computer Engineering and Applications, 2015, 51(22): 48-52.
[13]	LIU Peiqi, TIAN Yang, SUN Yangyang. Variable universe fuzzy control based on double precision search algorithm [J]. Computer Engineering and Applications, 2015, 51(19): 260-264.
[14]	WANG Hongquan, SHI Wuxi, CHANG Shaoping, XIU Chunbo. Adaptive fuzzy path tracking control for robots based on fast terminal sliding mode [J]. Computer Engineering and Applications, 2015, 51(16): 36-41.
[15]	CHEN Yuchan, SHI Wuxi, CHEN Yimei. Adaptive fuzzy control of a class of uncertain non-affine nonlinear systems [J]. Computer Engineering and Applications, 2014, 50(8): 251-254.

Modeling for personalized Web service selection with QOS constraints based on GA and fuzzy control

GA模糊控制支持QOS约束的Web服务选择模型

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics