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Algebraic multigrid methods [PDF]
This paper provides an overview of AMG methods for solving large-scale systems of equations, such as those from discretizations of partial differential equations. AMG is often understood as the acronym of ‘algebraic multigrid’, but it can also be understood as ‘abstract multigrid’. Indeed, we demonstrate in this paper how and why an algebraic multigrid
Xu, Jinchao, Zikatanov, Ludmil
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Algebraic Methods in Phylogenetics. [PDF]
To those outside the field, and even to some focused on empirical applications, phylogenetics may appear to have little to do with algebra. Probability and statistics are clearly important ingredients, as modeling and inferring evolutionary relationships motivate the field.
Casanellas M, Rhodes JA.
europepmc +5 more sources
Formalization and Implementation of Algebraic Methods in Geometry [PDF]
We describe our ongoing project of formalization of algebraic methods for geometry theorem proving (Wu's method and the Groebner bases method), their implementation and integration in educational tools.
Filip Marić +3 more
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Abstract visual reasoning based on algebraic methods [PDF]
Extracting high-order abstract patterns from complex high-dimensional data forms the foundation of human cognitive abilities. Abstract visual reasoning involves identifying abstract patterns embedded within composite images, considered a core competency ...
Mingyang Zheng, Weibing Wan, Zhijun Fang
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Algebraic methods and computational strategies for pseudoinverse-based MR image reconstruction (Pinv-Recon) [PDF]
Image reconstruction in Magnetic Resonance Imaging (MRI) is fundamentally a linear inverse problem, such that the image can be recovered via explicit pseudoinversion of the encoding matrix by solving $${\textbf {data}} = {\textbf {Encode}} \times ...
Kylie Yeung +11 more
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Dynamical method in algebra: Effective Nullstellensätze [PDF]
We give a general method for producing various effective Null and Positivstellensätze, and getting new Positivstellensätze in algebraically closed valued fields and ordered groups. These various effective Nullstellensätze produce algebraic identities certifying that some geometric conditions cannot be simultaneously satisfied.
Michel Coste +2 more
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Phased-mission system analysis using Boolean algebraic methods [PDF]
Arun K. Somani, Kishor S. Trivedi
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Universal Algebraic Methods for Constraint Satisfaction Problems [PDF]
After substantial progress over the last 15 years, the "algebraic CSP-dichotomy conjecture" reduces to the following: every local constraint satisfaction problem (CSP) associated with a finite idempotent algebra is tractable if and only if the algebra ...
Clifford Bergman, William DeMeo
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Research on Granular Conversion Computing in Algebraic Quotient Space [PDF]
Granular computing is a problem processing paradigm based on multi-level structure, which has attracted extensive attention of domestic and foreign scholars in recent years.
WEI Zongxuan, WANG Jiayang
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A High-Gain Observer for Embedded Polynomial Dynamical Systems
This article deals with the construction of high-gain observers for autonomous polynomial dynamical systems. In contrast to the usual approach, the system’s state is embedded into a higher dimensional Euclidean space. The observer state will be contained
Daniel Gerbet, Klaus Röbenack
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