Título :	Third International Conference, NUMTA 2019, Crotone, Italy, June 15Ѐ“21, 2019, Revised Selected Papers, Part II
Tipo de documento:	documento electrónico
Autores:	Sergeyev, Yaroslav D., ; Kvasov, Dmitri E.,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2020
Número de páginas:	XXIV, 532 p. 271 ilustraciones, 93 ilustraciones en color.
ISBN/ISSN/DL:	978-3-030-40616-5
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	Informática  Ciencias de la Computación  Software de la aplicacion  Ingeniería Informática  Red de computadoras  Visión por computador  Inteligencia artificial  Matemáticas de la Computación  Teoría de la Computación  Aplicaciones informáticas y de sistemas de información  Ingeniería Informática y Redes
Índice Dewey:	40.151
Resumen:	El conjunto de dos volúmenes LNCS 11973 y 11974 constituye artículos seleccionados revisados ​​de la Tercera Conferencia Internacional sobre Computación Numérica: Teoría y Algoritmos, NUMTA 2019, celebrada en Crotone, Italia, en junio de 2019. Este volumen, LNCS 11974, consta de 19 documentos completos y 32 artículos breves elegidos entre los artículos habituales presentados en la Conferencia, incluido también el artículo del ganador (Lorenzo Fiaschi, Pisa, Italia) del Premio Springer Young Researcher a la mejor presentación de NUMTA 2019 realizada por un joven científico. Los artículos de la parte II exploran los avances de la investigación avanzada en campos interconectados como la optimización local y global, el aprendizaje automático, la aproximación y las ecuaciones diferenciales. Se presta especial atención a las ideas avanzadas relacionadas con métodos y aplicaciones que utilizan paradigmas computacionales emergentes.
Nota de contenido:	Numerical Algorithms for the Parametric Continuation of Stiff ODEs Deriving from the Modeling of Combustion with Detailed Chemical Mechanisms -- Stability Analysis of DESA Optimization Algorithm -- Are Humans Bayesian in the Optimization of Black-box Functions -- A New Syntax for Diagrammatic Logic: a Generic Figures Approach -- Objective and Violation Upper Bounds on a DIRECT-Filter Method for Global Optimization -- The Approximate Synthesis of Optimal Control for Heterogeneous Discrete Systems with Intermediate Criteria -- Modelling Climate Changes with Stationary Models: Is It Possible or Is It a Paradox -- Differential Equations and Uniqueness Theorems for the Generalized Attenuated Ray Transforms of Tensor Fields -- Multiextremal Optimization in Feasible Regions with Computable Boundaries on the Base of the Adaptive Nested Scheme -- On Polyhedral Estimates of Reachable Sets of Discrete-Time Systems with Uncertain Matrices and Integral Bounds on Additive Terms -- Numerical Simulation of Hyperbolic Conservation Laws Using High Resolution Schemes with the Indulgence of Fuzzy Logic -- Methodology for Interval-Valued Matrix Games with 2-Tuple Fuzzy Linguistic Information -- Set-Membership Computation of Integrals with Uncertain Endpoints -- Epidemic Spreading Curing Strategy over Directed Networks -- Learning Aerial Image Similarity using Triplet Networks -- In the Quest for Invariant Structures through Graph Theory, Groups and Mechanics: Methodological Aspects in the History of Applied Mathematics -- Generalizations of the Intermediate Value Theorem for Approximating Fixed Points and Zeros of Continuous Functions -- Modelling Population Size Using Horvitz-Thompson Approach Based on the Zero-truncated Poisson Lindley Distribution -- Numerical Analysis of the Model of Optimal Consumption and Borrowing with Random Time Scale -- Short papers -- Conditions of the Stability Preservation under Discretization of a Class of Nonlinear Time-Delay Systems -- Numerical Investigation of Natural Rough-Bed Flow -- A Dynamic Precision Floating-Point Arithmetic based on the Infinity Computer Framework -- Numerical Strategies for Solving Multiparameter Spectral Problems -- Algorithms of 3D Wind Field Reconstructing by Lidar Remote Sensing Data -- Stationarity Condition for Nonsmooth MPVCs with Constraint Set -- Molecular Dynamics Performance Evaluation with Modern Computer Architecture -- Artificial Neural Networks Training Acceleration through Network Science Strategies -- Grossone Methodology for Lexicographic Mixed-Integer Linear Programming Problems -- Infinite Games on Finite Graphs using Grossone -- A Novel Geometric Approach to the Problem of Multidimensional Scaling -- A Simulink-Based Infinity Computer Simulator and Some Applications -- Generalizing Pure and Impure Iterated Prisoner's Dilemmas to the Case of Infinite and Infinitesimal Quantities -- Multidimensional Global Search Using Numerical Estimations of Minimized Function Derivatives and Adaptive Nested Optimization Scheme -- 2-Approximation Polynomial-Time Algorithm for a Cardinality-Weighted 2-Partitioning Problem of a Sequence -- Exact Linear-Time Algorithm for Parameterized K-Means Problem with Optimized Number of Clusters in the 1D Case -- Polynomial-Time Approximation Scheme for a Problem of Searching for the Largest Subset with the Constraint on Quadratic Variation -- On a Comparison of Several Numerical Integration Methods for Ordinary Systems of Differential Equations -- On Acceleration of Derivative-Free Univariate Lipschitz Global Optimization Methods -- Numerical Simulation of Ski-Jump Hydraulic Behavior -- On Linear Spline Wavelets with Shifted Supports -- An Online Learning Approach to a Multi-player N-armed Functional Bandit -- The Singular Value Decomposition of the Operators of the Dynamic Ray Transforms Acting on 2D Vector Fields -- Numerical Investigation into a Combined Ecologically Pure Plasma-Vortex Generator of Hydrogen and Thermal Energy -- Computer Modeling of Electrochemical Impedance Spectra forDefected Phospholipid Membranes: Finite Element Analysis -- A Compact Filter Regularization Method for Solving Sideways Heat Equation -- Acceleration of Global Search by Implementing Dual Estimates for Lipschitz Constant -- The Method of Approximate Inverse in Slice-by-slice Vector Tomography Problems -- Computational Fluid Dynamics Methods for Wind Resources Assesment -- On Stationary Points of Distance Depending Potentials -- A Partition Based Bayesian Multi-objective Optimization Algorithm -- Problem Statement for Preparing a Single Batch of End Product Under Uncertainty.
En línea:	https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
Link:	https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i

Third International Conference, NUMTA 2019, Crotone, Italy, June 15Ѐ“21, 2019, Revised Selected Papers, Part II [documento electrónico] / Sergeyev, Yaroslav D., ; Kvasov, Dmitri E.,  . -  1 ed.  . - [s.l.] : Springer, 2020 . - XXIV, 532 p. 271 ilustraciones, 93 ilustraciones en color.
ISBN : 978-3-030-40616-5
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Informática  Ciencias de la Computación  Software de la aplicacion  Ingeniería Informática  Red de computadoras  Visión por computador  Inteligencia artificial  Matemáticas de la Computación  Teoría de la Computación  Aplicaciones informáticas y de sistemas de información  Ingeniería Informática y Redes
Índice Dewey:	40.151
Resumen:	El conjunto de dos volúmenes LNCS 11973 y 11974 constituye artículos seleccionados revisados ​​de la Tercera Conferencia Internacional sobre Computación Numérica: Teoría y Algoritmos, NUMTA 2019, celebrada en Crotone, Italia, en junio de 2019. Este volumen, LNCS 11974, consta de 19 documentos completos y 32 artículos breves elegidos entre los artículos habituales presentados en la Conferencia, incluido también el artículo del ganador (Lorenzo Fiaschi, Pisa, Italia) del Premio Springer Young Researcher a la mejor presentación de NUMTA 2019 realizada por un joven científico. Los artículos de la parte II exploran los avances de la investigación avanzada en campos interconectados como la optimización local y global, el aprendizaje automático, la aproximación y las ecuaciones diferenciales. Se presta especial atención a las ideas avanzadas relacionadas con métodos y aplicaciones que utilizan paradigmas computacionales emergentes.
Nota de contenido:	Numerical Algorithms for the Parametric Continuation of Stiff ODEs Deriving from the Modeling of Combustion with Detailed Chemical Mechanisms -- Stability Analysis of DESA Optimization Algorithm -- Are Humans Bayesian in the Optimization of Black-box Functions -- A New Syntax for Diagrammatic Logic: a Generic Figures Approach -- Objective and Violation Upper Bounds on a DIRECT-Filter Method for Global Optimization -- The Approximate Synthesis of Optimal Control for Heterogeneous Discrete Systems with Intermediate Criteria -- Modelling Climate Changes with Stationary Models: Is It Possible or Is It a Paradox -- Differential Equations and Uniqueness Theorems for the Generalized Attenuated Ray Transforms of Tensor Fields -- Multiextremal Optimization in Feasible Regions with Computable Boundaries on the Base of the Adaptive Nested Scheme -- On Polyhedral Estimates of Reachable Sets of Discrete-Time Systems with Uncertain Matrices and Integral Bounds on Additive Terms -- Numerical Simulation of Hyperbolic Conservation Laws Using High Resolution Schemes with the Indulgence of Fuzzy Logic -- Methodology for Interval-Valued Matrix Games with 2-Tuple Fuzzy Linguistic Information -- Set-Membership Computation of Integrals with Uncertain Endpoints -- Epidemic Spreading Curing Strategy over Directed Networks -- Learning Aerial Image Similarity using Triplet Networks -- In the Quest for Invariant Structures through Graph Theory, Groups and Mechanics: Methodological Aspects in the History of Applied Mathematics -- Generalizations of the Intermediate Value Theorem for Approximating Fixed Points and Zeros of Continuous Functions -- Modelling Population Size Using Horvitz-Thompson Approach Based on the Zero-truncated Poisson Lindley Distribution -- Numerical Analysis of the Model of Optimal Consumption and Borrowing with Random Time Scale -- Short papers -- Conditions of the Stability Preservation under Discretization of a Class of Nonlinear Time-Delay Systems -- Numerical Investigation of Natural Rough-Bed Flow -- A Dynamic Precision Floating-Point Arithmetic based on the Infinity Computer Framework -- Numerical Strategies for Solving Multiparameter Spectral Problems -- Algorithms of 3D Wind Field Reconstructing by Lidar Remote Sensing Data -- Stationarity Condition for Nonsmooth MPVCs with Constraint Set -- Molecular Dynamics Performance Evaluation with Modern Computer Architecture -- Artificial Neural Networks Training Acceleration through Network Science Strategies -- Grossone Methodology for Lexicographic Mixed-Integer Linear Programming Problems -- Infinite Games on Finite Graphs using Grossone -- A Novel Geometric Approach to the Problem of Multidimensional Scaling -- A Simulink-Based Infinity Computer Simulator and Some Applications -- Generalizing Pure and Impure Iterated Prisoner's Dilemmas to the Case of Infinite and Infinitesimal Quantities -- Multidimensional Global Search Using Numerical Estimations of Minimized Function Derivatives and Adaptive Nested Optimization Scheme -- 2-Approximation Polynomial-Time Algorithm for a Cardinality-Weighted 2-Partitioning Problem of a Sequence -- Exact Linear-Time Algorithm for Parameterized K-Means Problem with Optimized Number of Clusters in the 1D Case -- Polynomial-Time Approximation Scheme for a Problem of Searching for the Largest Subset with the Constraint on Quadratic Variation -- On a Comparison of Several Numerical Integration Methods for Ordinary Systems of Differential Equations -- On Acceleration of Derivative-Free Univariate Lipschitz Global Optimization Methods -- Numerical Simulation of Ski-Jump Hydraulic Behavior -- On Linear Spline Wavelets with Shifted Supports -- An Online Learning Approach to a Multi-player N-armed Functional Bandit -- The Singular Value Decomposition of the Operators of the Dynamic Ray Transforms Acting on 2D Vector Fields -- Numerical Investigation into a Combined Ecologically Pure Plasma-Vortex Generator of Hydrogen and Thermal Energy -- Computer Modeling of Electrochemical Impedance Spectra forDefected Phospholipid Membranes: Finite Element Analysis -- A Compact Filter Regularization Method for Solving Sideways Heat Equation -- Acceleration of Global Search by Implementing Dual Estimates for Lipschitz Constant -- The Method of Approximate Inverse in Slice-by-slice Vector Tomography Problems -- Computational Fluid Dynamics Methods for Wind Resources Assesment -- On Stationary Points of Distance Depending Potentials -- A Partition Based Bayesian Multi-objective Optimization Algorithm -- Problem Statement for Preparing a Single Batch of End Product Under Uncertainty.
En línea:	https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
Link:	https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i