Title :
Evolutionary parallels
Author :
Jotsov, Vladimir S.
Author_Institution :
Inst. of Inf. Technol., Bulgarian Acad. of Sci., Sofia, Bulgaria
Abstract :
A method is elaborated for data preparation and knowledge acquisition after a man-machine work. The introduced different data representation forms are aimed at helping the user to invent a new knowledge concerning his goal task or tasks. An automatic estimation is applied to the current goal solution. It is based on inconsistency tests and on the usage of different causal relations. Simultaneously the solutions development is formed as a result of the user´s man-machine work. In contrary to the well-known evolutionary algorithms and programming, the considered method is not an obligatory probabilistic one. It is domain independent and data driven.
Keywords :
evolutionary computation; knowledge acquisition; data preparation; evolutionary algorithms; evolutionary parallels; inconsistency tests; knowledge acquisition; Biological cells; Biology; Evolution (biology); Evolutionary computation; Genetic algorithms; Genetic programming; Knowledge acquisition; Man machine systems; Mathematical model; Testing;
Conference_Titel :
Intelligent Systems, 2002. Proceedings. 2002 First International IEEE Symposium
Print_ISBN :
0-7803-7134-8
DOI :
10.1109/IS.2002.1044254
