DocumentCode
3599071
Title
Posture Prediction Based on Orthogonal Interactive Genetic Algorithm
Author
Dong, Zhanxun ; Xu, Juanfang ; Zou, Ning ; Chai, Chunlei
Author_Institution
Coll. of Comput. Sci., Zhejiang Univ., Hangzhou
Volume
1
fYear
2008
Firstpage
336
Lastpage
340
Abstract
The posture prediction is important in ergonomics evaluation system and virtual human animation. The posture choosing phase by human is a non-logical evolutionary approach, so we adapt orthogonal interactive genetic algorithm (OIGA) to calculate the weights of different factors which affect posture choosing. The case analysis of driving posture prediction and the application of the Ergonomics Driving Simulation System proves that OIGA can use a less interactive algebra to reach a higher value. So it is a feasibility and practicability algorithm.
Keywords
computer animation; ergonomics; genetic algorithms; virtual reality; case analysis; ergonomics driving simulation system; ergonomics evaluation system; nonlogical evolutionary approach; orthogonal interactive genetic algorithm; posture prediction; virtual human animation; Algebra; Analytical models; Animation; Educational institutions; Ergonomics; Genetic algorithms; Humans; Muscles; Predictive models; Software tools; Evolutionary; OIGA; Posture Prediction;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Print_ISBN
978-0-7695-3304-9
Type
conf
DOI
10.1109/ICNC.2008.561
Filename
4666865
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