An Algorithm for Cloud-based Web Service Combination Optimization Through Plant Growth Simulation

Authors

Qiang Li, School of Big Data, Shanxi Finance & Taxation College, Taiyuan 030027, China; School of Finance and Economics, Taiyuan University of Technology, Taiyuan 030027, China
Huawei Qin, School of Big Data, Shanxi Finance & Taxation College, Taiyuan 030027, China; School of Finance and Economics, Taiyuan University of Technology, Taiyuan 030027, China
Bingqin Qiao, School of Big Data, Shanxi Finance & Taxation College, Taiyuan 030027, China; School of Finance and Economics, Taiyuan University of Technology, Taiyuan 030027, China
Ruifang Wu, School of Big Data, Shanxi Finance & Taxation College, Taiyuan 030027, China; School of Finance and Economics, Taiyuan University of Technology, Taiyuan 030027, China

Abstract

Abstract: In order to improve the efficiency of cloud-based web services, an improved plant growth simulation algorithm scheduling model. This model first used mathematical methods to describe the relationships between cloud-based web services and the constraints of system resources. Then, a lightinduced plant growth simulation algorithm was established. The performance of the algorithm was compared through several plant types, and the best plant model was selected as the setting for the system. Experimental results show that when the number of test cloud-based web services reaches 2 048, the model being 2.14 times faster than PSO, 2.8 times faster than the ant colony algorithm, 2.9 times faster than the bee colony algorithm, and a remarkable 8.38 times faster than the genetic algorithm.

Recommended Citation

Li, Qiang; Qin, Huawei; Qiao, Bingqin; and Wu, Ruifang (2025) "An Algorithm for Cloud-based Web Service Combination Optimization Through Plant Growth Simulation," Journal of System Simulation: Vol. 37: Iss. 2, Article 13.
DOI: 10.16182/j.issn1004731x.joss.23-0830E
Available at: https://dc-china-simulation.researchcommons.org/journal/vol37/iss2/13

First Page

462

Last Page

473

CLC

TP391

Recommended Citation

Li Qiang, Qin Huawei, Qiao Bingqin, et al. An Algorithm for Cloud-based Web Service Combination Optimization Through Plant Growth Simulation[J]. Journal of System Simulation, 2025, 37(2): 462-473.

Corresponding Author

Qin Huawei

DOI

10.16182/j.issn1004731x.joss.23-0830E