SBAACM Transactions on Mathematical Software - Tập 36 Số 1 - Trang 1-30 - 2009
Manolis Lourakis, Antonis Argyros
Bundle adjustment constitutes a large, nonlinear least-squares problem that is
often solved as the last step of feature-based structure and motion estimation
computer vision algorithms to obtain optimal estimates. Due to the very large
number of parameters involved, a general purpose least-squares algorithm incurs
high computational and memory storage costs when applied to bundle adjustment.
Fortu... hiện toàn bộ
Algorithm 829ACM Transactions on Mathematical Software - Tập 29 Số 4 - Trang 469-480 - 2003
Marco Gaviano, Dmitri E. Kvasov, Daniela Lera, Yaroslav D. Sergeyev
A procedure for generating non-differentiable, continuously differentiable, and
twice continuously differentiable classes of test functions for multiextremal
multidimensional box-constrained global optimization is presented. Each test
class consists of 100 functions. Test functions are generated by defining a
convex quadratic function systematically distorted by polynomials in order to
introduce l... hiện toàn bộ
Algorithm 897ACM Transactions on Mathematical Software - Tập 36 Số 3 - Trang 1-24 - 2009
Jian He, Layne T. Watson, Masha Sosonkina
VTDIRECT95 is a Fortran 95 implementation of D. R. Jones' deterministic global
optimization algorithm called DIRECT , which is widely used in multidisciplinary
engineering design, biological science, and physical science applications. The
package includes both a serial code and a data-distributed massively parallel
code for different problem scales and optimization (exploration vs.
exploitation) g... hiện toàn bộ
Recipes for adjoint code constructionACM Transactions on Mathematical Software - Tập 24 Số 4 - Trang 437-474 - 1998
Ralf Giering, T. Kaminski
Adjoint models are increasingly being developed for use in meteorology and
oceanography. Typical applications are data assimilation, model tuning,
sensitivity analysis, and determination of singular vectors. The adjoint model
computes the gradient of a cost function with respect to control variables.
Generation of adjoint code may be seen as the special case of differentiation of
algorithms in rev... hiện toàn bộ
Fast Matrix-Free Evaluation of Discontinuous Galerkin Finite Element OperatorsACM Transactions on Mathematical Software - Tập 45 Số 3 - Trang 1-40 - 2019
Martin Kronbichler, Katharina Kormann
We present an algorithmic framework for matrix-free evaluation of discontinuous
Galerkin finite element operators. It relies on fast quadrature with sum
factorization on quadrilateral and hexahedral meshes, targeting general weak
forms of linear and nonlinear partial differential equations. Different
algorithms and data structures are compared in an in-depth performance analysis.
The implementatio... hiện toàn bộ