Logistics-involved service composition in a dynamic cloud manufacturing environment: A DDPG-based approach

Y Liu, H Liang, Y Xiao, H Zhang, J Zhang… - Robotics and Computer …, 2022 - Elsevier
Abstract Service composition as an important technique for combining multiple services to
construct a value-added service is a major research issue in cloud manufacturing. Highly …

An intelligent cloud service composition optimization using spider monkey and multistage forward search algorithms

H Tarawneh, I Alhadid, S Khwaldeh, S Afaneh - Symmetry, 2022 - mdpi.com
Web service composition allows developers to create and deploy applications that take
advantage of the capabilities of service-oriented computing. Such applications provide the …

Integrating reinforcement learning and skyline computing for adaptive service composition

H Wang, X Hu, Q Yu, M Gu, W Zhao, J Yan, T Hong - Information Sciences, 2020 - Elsevier
In service computing, combining multiple services through service composition to address
complex user requirements has become a popular research topic. QoS-aware service …

A Composition of Web Services Using the Markov Decision Process and Long-Short Term Memory

RP KN, V Kumar - 2022 Fourth International Conference on …, 2022 - ieeexplore.ieee.org
The uncertainty of Quality of Service and the stochastic nature of web services make
selecting an optimal web service composition a difficult task. The term “composition” refers to …

An intelligent web service composition and resource-optimization method using K-means clustering and knapsack algorithms

I Alhadid, S Khwaldeh, M Al Rawajbeh, E Abu-Taieh… - Mathematics, 2021 - mdpi.com
Service-oriented architecture (SOA) has emerged as a flexible software design style. SOA
focuses on the development, use, and reuse of small, self-contained, independent blocks of …

Alliance-aware service composition based on quotient space

Y Zhang, G Cui, S Deng, Q He - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Along with the progress of the enterprise globalization, alliance and cooperation have
become an important means for enterprises to improve their competitiveness in the market …

Reinforcement learning infused intelligent framework for semantic web service composition: RL infused intelligent framework for SWSC

NG Swetha, GR Karpagam - Applied Intelligence, 2022 - Springer
Web Services being the predominant aspect of the web, plays an inevitable role in everyday
digital life. With an upsurge in web services, the process of combining them to solve a user …

Web service composition using the bidirectional Dijkstra algorithm

FM Mena, RH Ucan, VU Cetina… - IEEE Latin America …, 2016 - ieeexplore.ieee.org
Web services are not always able to fulfill customer requirements on their own, so in those
cases it can choose to make a composition of web services. However, this is a complex …

IFOA4WSC: a quick and effective algorithm for QoS-aware servicecomposition

Y Zhang, G Cui, S Zhao, J Tang - International Journal of …, 2016 - inderscienceonline.com
In the service-oriented environment, large-scale Service Composition (SC) has become an
important research, where Quality of Service (QoS) has been applied widely. QoS is …

AFOA: an adaptive fruit fly optimization algorithm with global optimizing ability

Y Zhang, G Cui, E Zhu, Q He - International Journal on Artificial …, 2016 - World Scientific
With the development of intelligent computation technology, the intelligent evolution
algorithms have been widely applied to solve optimization problem in the real world. As a …