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Genetic Algorithms in Geophysics by Rabindra Sailapathy is a document available to read on EtoBox.
What is Genetic Algorithms in Geophysics about?
Genetic algorithms use principles of natural selection and evolution to find the optimal model to fit a data set. They efficiently search model space and converge toward global minima without needing derivatives or linearization. The algorithm starts with a random population and uses selection, crossover, and mutation operators over generations to produce successive populations with improved fitness. Examples show genetic algorithms can successfully locate hypocenters and invert for velocity structures from
- Author
- Rabindra Sailapathy
- Language
- EN