A new fuzzy QoS-aware manufacture service composition method using extended flower pollination algorithm

2017 ◽  
Vol 30 (5) ◽  
pp. 2069-2083 ◽  
Author(s):  
Shuai Zhang ◽  
Yangbing Xu ◽  
Wenyu Zhang ◽  
Dejian Yu
Keyword(s):  
Service Composition ◽  
Flower Pollination Algorithm ◽  
Flower Pollination ◽  
Composition Method ◽  
Extended Flower Pollination Algorithm

A Hybrid Hyper-heuristic Flower Pollination Algorithm for Service Composition Problem in IoT

2019 ◽  
Vol 13 ◽  
Author(s):  
Neeti Kashyap ◽  
A. Charan Kumari ◽  
Rita Chhikara
Keyword(s):  
Evolutionary Algorithm ◽  
Service Composition ◽  
Convergence Rates ◽  
Modern Science ◽  
Optimization Methods ◽  
Search Space ◽  
Flower Pollination Algorithm ◽  
The Novel ◽  
Flower Pollination ◽  
Composition Problem

Objectives: The modern science applications have non-continuous and multivariate nature due to which the traditional optimization methods suffer a lack of efficiency. Flower pollination is a natural interesting procedure in the real world. The novel optimization algorithms can be designed by employing the evolutionary capability of the flower pollination to optimize resources. Method: This paper introduces the hybrid algorithm named Hybrid Hyper-heuristic Flower Pollination Algorithm, HHFPA. It uses a combination of flower pollination algorithm (FPA) and Hyper-heuristic evolutionary algorithm (HypEA). This paper compares the basic FPA with the proposed algorithm named HHFPA. FPA is inspired by the pollination process of flowers whereas the hyper-heuristic evolutionary algorithm operates on the heuristics search space that contains all the heuristics to find a solution for a given problem. The proposed algorithm is implemented to solve the Quality of Service (QoS) based service composition Problem (SCoP) in Internet of Things (IoT). With increasing services with same functionality on the web, selecting a suitable candidate service based on non-functional characteristics such as QoS has become an inspiration for optimization. Results: This paper includes experimental results showing better outcomes to find the best solution using the proposed algorithm as compared to Basic FPA. Conclusion: The empirical analysis also reveals that HHFPA outperformed basic FPA in solving the SCoP with more convergence rates.

User-oriented Web service composition method

2009 ◽  
Vol 29 (11) ◽  
pp. 3120-3123 ◽  
Author(s):  
Peng LI ◽  
De-chen ZHAN ◽  
Guo-zhong LIU ◽  
Lan-shun NIE ◽  
Jin-dan FENG
Keyword(s):  
Web Service ◽  
Service Composition ◽  
Web Service Composition ◽  
Composition Method
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