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- extended-abstractMay 2024
Potential Games on Cubic Splines for Multi-Agent Motion Planning of Autonomous Agents
AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent SystemsPages 2555–2557We present an algorithm to solve for local Nash Equilibrium trajectories in the multi-agent motion planning problem for self-interested agents. Our method models the problem as a concurrent game where each agent's action consists of choosing a cubic ...
- research-articleAugust 2020
Quadratic Approximation of Cubic Curves
Proceedings of the ACM on Computer Graphics and Interactive Techniques (PACMCGIT), Volume 3, Issue 2Article No.: 16, Pages 1–17https://doi.org/10.1145/3406178We present a simple degree reduction technique for piecewise cubic polynomial splines, converting them into piecewise quadratic splines that maintain the parameterization and C1 continuity. Our method forms identical tangent directions at the ...
- research-articleJanuary 2018
Fourth- and Higher-order Interface Tracking Via Mapping and Adjusting Regular Semianalytic sets Represented by Cubic Splines
SIAM Journal on Scientific Computing (SISC), Volume 40, Issue 6Pages A3755–A3788https://doi.org/10.1137/17M1149328This work is a further development and the culmination along our research line of interface tracking in two dimensions [Zhang and Liu, J. Comput. Phys., 27 (2008), pp. 4063--4088; Zhang, SIAM J. Numer. Anal., 51 (2013), pp. 2822--2850; Zhang and Fogelson, ...
- ArticleAugust 2015
A Particle Filter-Based Lane Marker Tracking Approach Using a Cubic Spline Model
SIBGRAPI '15: Proceedings of the 2015 28th SIBGRAPI Conference on Graphics, Patterns and ImagesPages 149–156https://doi.org/10.1109/SIBGRAPI.2015.15In this paper we present a particle filter-based lane marker tracking approach using a cubic spline model. The system can detect the two main lane markers (i.e. Lane strips) of marked roads from a monocular camera mounted on the top of a vehicle. ...
- articleDecember 2010
Time-jerk synthetic optimal trajectory planning of robot based on fuzzy genetic algorithm
International Journal of Intelligent Systems Technologies and Applications (IJISTA), Volume 8, Issue 1/2/3/4Pages 185–199https://doi.org/10.1504/IJISTA.2010.030199A new approach based on fuzzy genetic algorithm is developed to find the time-jerk synthetic optimal trajectory of robot with a joint space scheme using cubic splines. In order to get the optimal trajectory, cubic splines are employed and derived under ...
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- articleJune 2010
Variable mesh spline approximation method for solving singularly perturbed turning point problems having interior layer
We present a second order numerical method based on cubic spline on a non-uniform mesh for the singularly perturbed two-point boundary value problems having interior layer in the turning point region. As opposed to our previous work dealing with the ...
- ArticleAugust 2009
Gradient Approximation on Uniform Meshes by Finite Differences and Cubic Spline Interpolation
Proceedings of the 13th IMA International Conference on Mathematics of Surfaces XIIIPages 322–334https://doi.org/10.1007/978-3-642-03596-8_19For the approximation of gradients from data values at vertices of a uniform grid, we compare two methods based on cubic spline interpolation with a classical method based on finite differences. For univariate cubic splines, we use the so-called de Boor'...
- articleJanuary 2008
Modified Nodal Cubic Spline Collocation For Poisson's Equation
SIAM Journal on Numerical Analysis (SINUM), Volume 46, Issue 1Pages 397–418https://doi.org/10.1137/050629033We present a new modified nodal cubic spline collocation scheme for solving the Dirichlet problem for Poisson's equation on the unit square. We prove existence and uniqueness of a solution of the scheme and show how the solution can be computed on an $(...
- ArticleMay 2005
Uniformly convergent computational technique for singularly perturbed self-adjoint mixed boundary-value problems
ICCS'05: Proceedings of the 5th international conference on Computational Science - Volume Part IIIPages 1104–1107https://doi.org/10.1007/11428862_183In this paper, we propose a second–order parameter–uniform convergent hybrid scheme for self–adjoint singular perturbation problems (SPPs) subject to mixed (Robin) type conditions. The cubic spline baesd difference scheme is combined with the classical ...
- articleApril 2003
Multilayer statistical classifiers
Computational Statistics & Data Analysis (CSDA), Volume 42, Issue 4Pages 685–701https://doi.org/10.1016/S0167-9473(02)00171-8A number of methods based on nonparametric regression have been developed in the last few years which are capable of approximating highly nonlinear class boundaries in classification problems. Bose (Comput. Statist. Data Anal. 22 (1996) 505) used ...
- research-articleJanuary 2003
A Semi-Lagrangian Collocation Method for the Shallow Water Equations on the Sphere
SIAM Journal on Scientific Computing (SISC), Volume 24, Issue 4Pages 1433–1449https://doi.org/10.1137/S1064827501395021In this paper, we describe a numerical method for solving the shallow water equations (SWEs) in spherical coordinates. The most popular spatial discretization method used in global atmospheric models is currently the spectral transform method, which ...
- articleSeptember 2002
Spline techniques for solving singularly-perturbed nonlinear problems on nonuniform grids
Journal of Optimization Theory and Applications (JOPT), Volume 114, Issue 3Pages 573–591https://doi.org/10.1023/A:1016023012671A numerical method based on cubic splines with nonuniform grid is given for singularly-perturbed nonlinear two-point boundary-value problems, The original nonlinear equation is linearized using quasilinearization. Difference schemes are derived for the ...
- research-articleJuly 2002
Cubic Spline Collocation Method for the Shallow Water Equations on the Sphere
Journal of Computational Physics (JOCP), Volume 179, Issue 2Pages 578–592https://doi.org/10.1006/jcph.2002.7075Spatial discretization schemes commonly used in global meteorological applications are currently limited to spectral methods or low-order finite-difference/finite-element methods. The spectral transform method, which yields high-order approximations, ...
- articleJuly 1999
The De Casteljau Algorithm on Lie Groups and Spheres
Journal of Dynamical and Control Systems (KLU-JODS), Volume 5, Issue 3Pages 397–429https://doi.org/10.1023/A:1021770717822We examine the De Casteljau algorithm in the context of Riemannian symmetric spaces. This algorithm, whose classical form is used to generate interpolating polynomials in {\Bbb R}^n , was also generalized to arbitrary Riemannian manifolds by others. ...
- ArticleJune 1999
Monotonic Cubic Spline Interpolation
This paper describes the use of cubic splines for interpolating monotonic data sets. Interpolating cubic splines are popular for fitting data because they use low-order polynomials and have $C^2$ continuity, a property that permits them to satisfy a ...
- articleJuly 1998
The Approximate Cell Decomposition with Local Node Refinement Global Path Planning Method: Path Nodes Refinement and Curve Parametric Interpolation
Journal of Intelligent and Robotic Systems (JIRS), Volume 22, Issue 3-4Pages 289–314https://doi.org/10.1023/A:1008034314006The paper presents a novel global path planning approach for mobile robot navigation in two dimensional workspace cluttered by polygonal obstacles. The core of the planning method introduced is based on the approximate cell decomposition method. The ...
- ArticleAugust 1997
Designing of curves and surfaces using cubic splines with geometric characterization
A constructive approach has been adopted to build interpolatory and B-spline like cubic spline curves with a more general continuity than /spl beta/-continuity. This method provides not only a large variety of very interesting shape controls like biased,...