On the efficiency of VBSCF algorithms, a comment on "An efficient algorithm for energy gradients and orbital optimization in valence bond theory".
Joop H. van LentheH. B. Broer-BraamZahid RashidPublished in: J. Comput. Chem. (2012)
Keyphrases
- computational complexity
- learning algorithm
- computational efficiency
- computationally efficient
- computational cost
- worst case
- optimization algorithm
- theoretical analysis
- combinatorial optimization
- highly efficient
- times faster
- single pass
- significant improvement
- optimization problems
- dynamic programming
- stochastic gradient
- related algorithms
- constrained optimization
- objective function
- benchmark problems
- empirical analyses
- convergence rate
- synthetic and real datasets
- algorithms require
- classification algorithm
- preprocessing
- detection algorithm
- computational speed
- k means
- memory efficient
- np hard
- image processing algorithms
- memory usage
- evolution strategy
- optimal solution
- incremental algorithms
- search space
- probabilistic model
- memory requirements
- optimization procedure
- data reduction
- optimization process
- solution quality
- optimization method
- filtering algorithm
- space complexity
- iterative algorithms
- high efficiency
- global convergence
- particle swarm optimization
- stochastic gradient descent
- optimization criteria
- hybrid algorithm