Research on QoS service composition based on coevolutionary genetic algorithm

Y Li, J Hu, Z Wu, C Liu, F Peng, Y Zhang - Soft Computing, 2018 - Springer
Traditional genetic algorithms overemphasize the struggle for survival and neglect all other
aspects of biology. In addition, binary encoding is widely used in individual coding. Since …

Efficient population diversity handling genetic algorithm for QoS-aware web services selection

C Zhang, S Su, J Chen - International Conference on Computational …, 2006 - Springer
To maximize user satisfaction during composition of web services, a genetic algorithm with
population diversity handling is presented for Quality of Service (QoS)-aware web services …

A novel genetic algorithm for qos-aware web services selection

C Zhang, S Su, J Chen - … Workshop on Data Engineering Issues in E …, 2006 - Springer
A novel genetic algorithm characterized by improved fitness value is presented for Quality of
Service (QoS)-aware web services selection. The genetic algorithm includes a special …

DiGA: Population diversity handling genetic algorithm for QoS-aware web services selection

C Zhang, S Su, J Chen - Computer Communications, 2007 - Elsevier
A special genetic algorithm is presented for web services selection with global QoS
constraints. The relation matrix coding scheme of genome is its basis. In this genetic …

A qoS driven web service composition method based on ESGA (elitist selection genetic algorithm) with an improved initial population selection strategy

S Dong, W Dong - International Journal of Distributed Sensor …, 2009 - journals.sagepub.com
With more and more web services being applied, the quality of service (QoS) becomes an
important criterion in a service selection. We propose a UDDI process with QoS extension to …

An improved genetic algorithm for web services selection

S Su, C Zhang, J Chen - IFIP International Conference on Distributed …, 2007 - Springer
An improved genetic algorithm is presented to select optimal web services composite plans
from a lot of composite plans on the basis of global Quality-of-Service (QoS) constraints. The …

Quick convergence of genetic algorithm for QoS-driven web service selection

Y Ma, C Zhang - Computer Networks, 2008 - Elsevier
A novel quickly convergent population diversity handling genetic algorithm (CoDiGA) is
presented for web service selection with global Quality-of-Service (QoS) constraints …

QoS-aware web service composition considering the constraints between services

Y Zhao, W Tan, T Jin - Proceedings of the 12th Chinese Conference on …, 2017 - dl.acm.org
In the field of Web service composition, many scholars consider that there is no connection
between concrete services but actually there are conflicts and dependencies between …

Research on Web service selection based on cooperative evolution

XQ Fan, XW Fang, CJ Jiang - Expert Systems with Applications, 2011 - Elsevier
Web service selection, as an important part of Web service composition, has direct influence
on the quality of composite service. Therefore, it has attracted many researchers to focus on …

Genetic programming for QoS-aware web service composition and selection

AS da Silva, H Ma, M Zhang - Soft Computing, 2016 - Springer
Web services, which can be described as functionality modules invoked over a network as
part of a larger application are often used in software development. Instead of occasionally …