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1. Web Service Composition Based on Reinforcement Learning SCOPUS CPCI-S 期刊论文 会议论文 认领

作者:Yu, L;Zhou, JT;Wei, FQ;Gao, YQ;Yang, B

作者全称:Yu Lei;Zhou Jiantao;Wei Fengqi;Gao Yongqiang;Yang Bo

作者机构:[Yu Lei; Zhou Jiantao; Wei Fengqi; Gao Yongqiang; Yang Bo] Inner Mongolia Univ, Inner Mongolia Engn Lab Cloud Comp & Serv Softwar, Hohhot, Peoples R C 更多

第一作者:Yu Lei

通讯作者:Yu, L

通讯作者地址:Yu, L (reprint author), Inner Mongolia Univ, Inner Mongolia Engn Lab Cloud Comp & Serv Softwar, Hohhot, Peoples R China.

来源:2015 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS),2015

基金:IEEE Computer Society Technical Committee on Services Computing (TC-SVC);Services Computing Professional Interest Community (PIC) at IBM Research and Huawei;Services Society (SS)

SCOPUS被引频次:1

关键词:Web service composition; optimal policy; partially observable markov; decision process; reinforcement learning algorithm

摘要:How we manage Web services depends on how we understand their variable parts and invariable parts. Studying them separately could make Web service res 更多

2. LEARNING-BASED WEB SERVICE COMPOSITION IN UNCERTAIN ENVIRONMENTS SCIE SCOPUS 期刊论文 认领

作者:Yu, L;Wang, ZL;Meng, LM;Qiu, XS;Zhou, JT

作者全称:Yu Lei;Wang Zhili;Meng Luoming;Qiu Xuesong;Zhou Jiantao

作者机构:[Yu Lei; Zhou Jiantao] Inner Mongolia Univ, Inner Mongolia Engn Lab Cloud Comp & Serv Softwar, Hohhot, Peoples R China.; [Yu Lei; Wang Zhili; Meng L 更多

第一署名单位:[Yu Lei; Zhou Jiantao] Inner Mongolia Univ, Inner Mongolia Engn Lab Cloud Comp & Serv Softwar, Hohhot, Peoples R China.

第一作者:Yu Lei

通讯作者:Yu, L

通讯作者地址:Yu, L (reprint author), Inner Mongolia Univ, Inner Mongolia Engn Lab Cloud Comp & Serv Softwar, Hohhot, Peoples R China.

来源:JOURNAL OF WEB ENGINEERING,2014,Vol.13,Issue.5-6

基金:National Natural Science Foundation of China [61262082]; Key Project of; Chinese Ministry of Education [212025]; Inner Mongolia Science; Foundation for Distinguished Young Scholars [2012JQ03]; Creative; Research Groups of China [61121061]; National High-tech R&D Program of; China [2013AA013502]; National Key Technology RD Program [2012BAH06B02]

JCR分区:COMPUTER SCIENCE, SOFTWARE ENGINEERING为Q4;COMPUTER SCIENCE, THEORY & METHODS为Q4

中科院分区:大类工程技术4区;小类计算机:软件工程4区;小类计算机:理论方法4区

(JCR)当年影响因子:0.311

(JCR)5年影响因子:0.421

ESI学科:COMPUTER SCIENCE

教育部学科:控制科学与工程,电子科学与技术,计算机科学与技术,软件工程,信息与通信工程

关键词:Web service composition; optimal policy; success rate of service; composition; partially observable markov decision process; reinforcement; learning algorithm

摘要:Web service composition has two kinds of uncertain factors, including uncertain invocation results and uncertain quality of services. These uncertain 更多

更新时间:Mar 28, 2019
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