Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics

A New Optimization Selection for Test Process of Equipment Manufacturing Based on Fused Algorithm

Authors
Gang Liu, Fang Li
Corresponding Author
Gang Liu
Available Online April 2015.
DOI
10.2991/ameii-15.2015.76How to use a DOI?
Keywords
Optimization Selection; Genetic Algorithm; BP Neural Network; Simulated Annealing Algorithm
Abstract

Test optimization selection is a set cover problem, and heuristic algorithm for set covering problem is effective method. A genetic simulated annealing neural network fused algorithm was proposed by fusing the genetic algorithm, BP neural network and the simulated annealing algorithm, the genetic algorithm global search ability, strong ability of BP neural network training algorithm and fast search ability of simulated annealing algorithm were made full use of in this algorithm, the phenomenon falling into local optimum was avoided, and also the search efficiency and accuracy wad improved, the algorithm is applied to solve the test optimization selection problem. Example proves that this algorithm can effectively and quickly obtain test the optimal solution of optimization problems.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
Series
Advances in Engineering Research
Publication Date
April 2015
ISBN
10.2991/ameii-15.2015.76
ISSN
2352-5401
DOI
10.2991/ameii-15.2015.76How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Gang Liu
AU  - Fang Li
PY  - 2015/04
DA  - 2015/04
TI  - A New Optimization Selection for Test Process of Equipment Manufacturing Based on Fused Algorithm
BT  - Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
PB  - Atlantis Press
SP  - 402
EP  - 405
SN  - 2352-5401
UR  - https://doi.org/10.2991/ameii-15.2015.76
DO  - 10.2991/ameii-15.2015.76
ID  - Liu2015/04
ER  -