Spatial interpolation of large climate data sets using bivariate thin plate smoothing splines
PA Hancock, MF Hutchinson - Environmental Modelling & Software, 2006 - Elsevier
Thin plate smoothing splines are widely used to spatially interpolate surface climate,
however, their application to large data sets is limited by computational efficiency. Standard …
however, their application to large data sets is limited by computational efficiency. Standard …
Adaptive sparse grids
M Hegland - Anziam Journal, 2002 - journal.austms.org.au
Sparse grids, as studied by Zenger and Griebel in the last 10 years have been very
successful in the solution of partial differential equations, integral equations and …
successful in the solution of partial differential equations, integral equations and …
Hybrid multi-agent architecture as a real-time problem-solving model
This paper presents a multi-agent architecture that facilitates the development of real-time
multi-agent systems based on the SIMBA approach. The approach allows the integration of …
multi-agent systems based on the SIMBA approach. The approach allows the integration of …
A robust method of thin plate spline and its application to DEM construction
C Chen, Y Li - Computers & Geosciences, 2012 - Elsevier
In order to avoid the ill-conditioning problem of thin plate spline (TPS), the orthogonal least
squares (OLS) method was introduced, and a modified OLS (MOLS) was developed. The …
squares (OLS) method was introduced, and a modified OLS (MOLS) was developed. The …
Replanning mechanism for deliberative agents in dynamic changing environments
JM Corchado, M Glez‐Bedia, Y De Paz… - Computational …, 2008 - Wiley Online Library
This paper proposes a replanning mechanism for deliberative agents as a new approach to
tackling the frame problem. We propose a beliefs desires and intentions (BDI) agent …
tackling the frame problem. We propose a beliefs desires and intentions (BDI) agent …
Optimising the degree of data smoothing for locally adaptive finite element bivariate smoothing splines
MF Hutchinson - ANZIAM Journal, 2000 - journal.austms.org.au
Finite difference and finite element schemes for bivariate thin plate smoothing splines are
described. Nested grid SOR iterative methods are known to be able to solve these systems …
described. Nested grid SOR iterative methods are known to be able to solve these systems …
Approximation of a thin plate spline smoother using continuous piecewise polynomial functions
A new smoothing method is proposed which can be viewed as a finite element thin plate
spline. This approach combines the favorable properties of finite element surface fitting with …
spline. This approach combines the favorable properties of finite element surface fitting with …
Authoring and animating painterly characters
Artists explore the visual style of animated characters through 2D concept art, since it affords
them a nearly unlimited degree of creative freedom. Realizing the desired visual style …
them a nearly unlimited degree of creative freedom. Realizing the desired visual style …
[HTML][HTML] A mixed finite element discretisation of linear and nonlinear multivariate splines using the Laplacian penalty based on biorthogonal systems
BP Lamichhane - MethodsX, 2023 - Elsevier
We consider a mixed finite element method for a linear multivariate spline using the
Laplacian penalty. Our discretisation is based on biorthogonal systems leading to a very …
Laplacian penalty. Our discretisation is based on biorthogonal systems leading to a very …
Finite element thin plate splines in density estimation
The problem of estimating probability density functions differs significantly from functional
estimation in which a response variable is present and has for this reason has been dealt …
estimation in which a response variable is present and has for this reason has been dealt …