A dynamic web services composition algorithm based on the combination of ant colony algorithm and genetic algorithm

Journal of Computational Information Systems

Volumn 6, Issue 8, 2010, Pages 2617-2622

  Yang, Zongkai ^a   Shang, Chaowang ^a   Liu, Qingtang ^a   Zhao, Chengling ^a  

^a CENTRAL CHINA NORMAL UNIVERSITY   (China)

Author keywords

Ant colony algorithm; Genetic algorithm; QoS; Web services; Web services composition

Indexed keywords

ANT COLONY ALGORITHMS; BUSINESS TO BUSINESS; COMPOSITE WEB SERVICES; DIRECTED ACYCLIC GRAPHS; ENTERPRISE APPLICATION INTEGRATION; OPTIMAL PATHS; QOS; QOS REQUIREMENTS; SCHEMAS; SERVICES ORIENTED ARCHITECTURE; WEB SERVICES COMPOSITION;

GENETIC ALGORITHMS; OPTIMIZATION; QUALITY OF SERVICE;

WEB SERVICES;

EID: 77957796796     PISSN: 15539105     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. Nakamura Kazuto, et al. Value-Based Dynamic Composition and Evaluation of Web Services. IPSJ SIG Technical Reports, 2006, 9-16.
2. Zeng Liangzhao, Benatallah B, et al. QoS-aware middle-ware for Web Services composition. IEEE Transactions on Software & Engineering, Vol 30, 2004, 311-327.
3. Yu Tao, Lin Kwei-Jay, "Service selection algorithms for Web services with end-to-end QoS constraints," Proc. Of the IEEE International Conference on e-Commerce Technology (CEC), pp. 129-136, 2004.
4. Rainer B, Michael S, et al, "Heuristics for QoS-aware Web Service Composition," Proc. Of the 4th IEEE International Conference on Web Services(ICWS 2006), pp. 72-82, 2006.
5. Pistore M, et al. Automated composition of web service by planning at the knowledge level. IJCAI2005, 1252-1259.
6. R.Aggarwal, K.Verma, j.Miller, and W.Milnor, "Constraint driven web service composition in METEOR-S," Proc. Of the IEEE international Conference on Services Computing (SCC'04), pp. 23-30, 2004.
7. Zhang L, Li B, Chao T, et al, "Requirements Driven Dynamic Business Process Composition for Web Services Solutions," Journal of Grid Computing, vol. 2, no. 2, pp. 121-140, 2004.
8. Gao Y, Na J, et al, "Immune Algorithm for selecting optimum services in Web Services composition," Wuhan University Journal of Natural Sciences, vol. 11, no. 1, pp. 221-225, 2006.
9. Dortgo M, Gambardella L M. Ant colony system: a cooperative learning approach to the traveling salesman problem [J]. IEEE Trans. On Evolutionary Computation, 1997, 1(1): 53-66.
10. Holland J H, Adaptation in Natural and Artificial Systems [M]. Michigan: The University of Michigan Press, 1975.