An efficient 1D OCCAM'S inversion algorithm using analytically computed first- and second-order derivatives for dc resistivity soundings.
Nimisha VedantiRavi P. SrivastavaJohn SagodeV. P. DimriPublished in: Comput. Geosci. (2005)
Keyphrases
- experimental evaluation
- preprocessing
- learning algorithm
- improved algorithm
- high accuracy
- worst case
- detection algorithm
- cost function
- np hard
- computationally efficient
- objective function
- convergence rate
- times faster
- higher order
- clustering method
- optimization algorithm
- particle swarm optimization
- computational complexity
- dynamic programming
- search space
- input data
- tree structure
- decision trees
- hessian matrix
- expectation maximization
- similarity measure
- neural network
- significant improvement
- optimal solution