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
Link To Document :
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