DocumentCode :
245884
Title :
The Parallel Implementation of Interval Global Optimization Algorithm and Its Application
Author :
Tilong Qi ; Yongmei Lei
Author_Institution :
Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai, China
fYear :
2014
fDate :
19-21 Dec. 2014
Firstpage :
1658
Lastpage :
1663
Abstract :
In this paper, a deterministic global optimization algorithm based on interval analysis is investigated, and a parallel interval computing model based on a branch and deletion strategy is proposed. The new algorithm model is integrated into a Web system. The users can implement applications with B/S structure conveniently, and query the results of applications in the client interface. An application example, namely the safety distance is provided to analyze the feasibility of the algorithm. The parallel optimization algorithm provided in this article can find a safe distance and ensure the reliability of results at the same time. The algorithm can also predict the influence of uncertain parameters on the safety distance more efficient and realistic. Some experiments are given to illustrate the advantage of the new PIBD algorithm.
Keywords :
client-server systems; deterministic algorithms; optimisation; parallel algorithms; B/S structure; PIBD algorithm; Web system; branch and deletion strategy; client interface; deterministic global optimization algorithm; interval analysis; interval global optimization algorithm; parallel implementation; parallel interval computing model; parallel optimization algorithm; safety distance; Algorithm design and analysis; Computational modeling; Optimization; Safety; Servers; Vehicles; Web services; B/S structure; Web system; interval analysis; parallel optimization algorithm; safety distance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Science and Engineering (CSE), 2014 IEEE 17th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4799-7980-6
Type :
conf
DOI :
10.1109/CSE.2014.305
Filename :
7023816
Link To Document :
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