Title :
Interactive inversion in geological applications
Author :
Boschetti, Fabio ; Moresi, Louis ; Covil, Kim
Author_Institution :
CSIRO Exploration & Min., Nedlands, WA, Australia
Abstract :
The approach proposed is based on the use of an interactive genetic algorithm (IGA) (H. Takagi, 1998). A genetic algorithm is used to perform a global search in the solution space. We compare IGA to traditional numerical inversion on a geological application. We show that `a priori´ information and expert knowledge can overcome lack of accurate data and help convergence towards a satisfactory solution
Keywords :
expert systems; genetic algorithms; geology; interactive systems; user interfaces; IGA; a priori information; expert knowledge; geological applications; global search; interactive genetic algorithm; interactive inversion; numerical inversion; satisfactory solution; solution space; Australia; Data analysis; Extrapolation; Genetic algorithms; Geologic measurements; Geology; Hardware; History; Interpolation; Mathematics;
Conference_Titel :
Knowledge-Based Intelligent Information Engineering Systems, 1999. Third International Conference
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-5578-4
DOI :
10.1109/KES.1999.820177
