DocumentCode
1597811
Title
A multi-objective hybrid genetic based optimization for external beam radiation
Author
Guoli, Li ; Gang, Song ; Yican, Wu ; Jian, Zhang ; Qunjing, Wang
Author_Institution
Inst. of Phys. Plasma, China Academe, Hefei
fYear
2006
Firstpage
7734
Lastpage
7737
Abstract
A multi-objective hybrid genetic based optimization algorithm is proposed according to the multi-objective character of inverse planning. It is based on hybrid adaptive genetic algorithm, which combines the simulated annealing, uses adaptive crossover and mutation, and adopts niched tournament selection. The result of the test calculation demonstrates that excellent converge speed can be achieved using this approach
Keywords
genetic algorithms; medical computing; radiation therapy; simulated annealing; adaptive crossover; external beam radiation; inverse planning; multi-objective hybrid adaptive genetic algorithm; mutation; niched tournament selection; optimisation; simulated annealing; Automation; Constraint optimization; Evolutionary computation; Genetic algorithms; Optimization methods; Physics; Plasma simulation; Sampling methods; Simulated annealing; Technology planning;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location
Shanghai
Print_ISBN
0-7803-8741-4
Type
conf
DOI
10.1109/IEMBS.2005.1616305
Filename
1616305
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