ANT-INSPIRED FRAMEWORK FOR AUTOMATIC WEB SERVICE COMPOSITION

被引:0
|
作者
Pop, Cristina Bianca [1 ]
Chifu, Viorica Rozina [1 ]
Salomie, Ioan [1 ]
Dinsoreanu, Mihaela [1 ]
David, Tudor [1 ]
Acretoaie, Vlad [1 ]
机构
[1] Tech Univ Cluj Napoca, Dept Comp Sci, 26-28 Baritiu Str, Cluj Napoca, Romania
来源
关键词
Web service composition; semantic Web services; graph model; ant colony optimization;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper presents a framework for automatic service composition which combines a composition graph model with an Ant Colony Optimization metaheuristic to find the optimal composition solution. The composition graph model encodes all the possible composition solutions that satisfy a user request. The graph will be further used as the search space for the ant-inspired selection method targeting the identification of the optimal composition solution. To identify the optimal composition solution we define a fitness function which uses the QoS attributes and the semantic quality as selection criteria. The proposed composition framework has been tested and evaluated on an extended version of the SAWSDL-TC benchmark.
引用
收藏
页码:137 / 151
页数:15
相关论文
共 50 条
  • [1] Ant-inspired Technique for Automatic Web Service Composition and Selection
    Pop, Cristina Bianca
    Chifu, Viorica Rozina
    Salomie, Ioan
    Dinsoreanu, Mihaela
    David, Tudor
    Acretoaie, Vlad
    12TH INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND NUMERIC ALGORITHMS FOR SCIENTIFIC COMPUTING (SYNASC 2010), 2011, : 449 - 455
  • [2] An Adapted Ant-Inspired Algorithm for Enhancing Web Service Composition
    Dahan, Fadl
    El Hindi, Khalil
    Ghoneim, Ahmed
    INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS, 2017, 13 (04) : 181 - 197
  • [3] An Ant-inspired Approach for Semantic Web Service Clustering
    Chifu, Viorica Rozina
    Pop, Cristina Bianca
    Salomie, Ioan
    Dinsoreanu, Mihaela
    Acretoaie, Vlad
    David, Tudor
    9TH ROEDUNET IEEE INTERNATIONAL CONFERENCE, 2010, : 145 - 150
  • [4] Harmony - A framework for automatic Web service composition
    Chifu, Viorica R.
    Salomie, Ioan
    St Chifu, Emil
    partac, Constantin
    WEBIST 2008: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON WEB INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, 2008, : 240 - 243
  • [5] Immune-inspired Web Service Composition Framework
    Pop, Cristina Bianca
    Chifu, Viorica R.
    Salomie, Ioan
    Dinsoreanu, Mihaela
    Vartic, Iulia
    Vlad, Monica
    11TH INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND NUMERIC ALGORITHMS FOR SCIENTIFIC COMPUTING (SYNASC 2009), 2009, : 376 - 383
  • [6] Ant-Inspired Fuzzily Deceptive Robots
    Kouzehgar, Maryam
    Badamchizadeh, Mohammadali
    Feizi-Derakhshi, Mohammad-Reza
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2016, 24 (02) : 374 - 387
  • [7] AIRS: Ant-Inspired Recommendation System
    Forestiero, Agostino
    INTELLIGENT SYSTEMS'2014, VOL 2: TOOLS, ARCHITECTURES, SYSTEMS, APPLICATIONS, 2015, 323 : 213 - 224
  • [8] Strategies for Reducing the Spread of COVID-19 Based on an Ant-Inspired Framework
    Ali, Ghassan Ahmed
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2021, 30 (01): : 351 - 360
  • [9] Fuzzy rules from ant-inspired computation
    Galea, M
    Shen, Q
    2004 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, PROCEEDINGS, 2004, : 1691 - 1696
  • [10] POPULATION DIVERSITY IN ANT-INSPIRED OPTIMIZATION ALGORITHMS
    Byrski, Aleksander
    Wegrzynski, Krzysztof
    Radwanski, Wojciech
    Starzec, Grazyna
    Starzec, Mateusz
    Bargiel, Monika
    Urbanczyk, Aleksandra
    Kisiel-Dorohinicki, Marek
    COMPUTER SCIENCE-AGH, 2021, 22 (03): : 299 - 322