Backtracking New Q-Newton's method: a good algorithm for optimization and solving systems of equations.
Tuyen Trung TruongPublished in: CoRR (2022)
Keyphrases
- optimization algorithm
- optimization method
- combinatorial optimization
- preprocessing
- algebraic equations
- cost function
- dynamic programming
- high accuracy
- significant improvement
- optimization process
- detection algorithm
- k means
- improved algorithm
- computational cost
- detection method
- clustering method
- newton method
- newton raphson
- mathematical model
- similarity measure
- implicit enumeration
- tree structure
- probabilistic model
- objective function
- quadratic programming
- optimization procedure
- convergence rate
- recognition algorithm
- segmentation algorithm
- energy function
- computational complexity
- input data
- matching algorithm
- constrained optimization
- learning algorithm
- global convergence
- expectation maximization
- optimal solution
- globally convergent
- optimization model
- optimization problems
- particle swarm optimization
- search space
- numerical methods
- nonnegative matrix factorization
- levenberg marquardt
- np hard
- convergence analysis
- variable ordering
- segmentation method
- gauss newton
- constraint satisfaction
- least squares