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- W2357615171 abstract "In the application of genetic programming,the tree-like individual often adopts 'S' expressions in the Lisp language to be presented,but this kind of coding method is inconvenient for genetic operations.An effective representation based on the structure data and symbol objects of Matlab was presented,using structures and symbol objects to express the tree-like individuals.The whole population could be expressed by a structure array whose number of elements equaled to the population size.The length of individual structure may be changed during genetic operations.To keep the diversity of the population,a re-initialization process was combined with the evolution.At the end two practical examples were modeled by the new representation based GP to compare the results with 'S' expression based GP,and the normal methods in data modeling such as linear regression and polynomial regression.Experimental results indicated that variable structure based GP could express the individual solution more directly and effectively than those mentioned." @default.
- W2357615171 created "2016-06-24" @default.
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- W2357615171 date "2006-01-01" @default.
- W2357615171 modified "2023-09-25" @default.
- W2357615171 title "Study on Genetic Programming with Variable Structure Representation and It's Application in Self-Adaptive Modeling" @default.
- W2357615171 hasPublicationYear "2006" @default.
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