TÃtulo : |
16th International Conference, TAMC 2020, Changsha, China, October 18–20, 2020, Proceedings |
Tipo de documento: |
documento electrónico |
Autores: |
Chen, Jianer, ; Feng, Qilong, ; Xu, Jinhui, |
Mención de edición: |
1 ed. |
Editorial: |
[s.l.] : Springer |
Fecha de publicación: |
2020 |
Número de páginas: |
XI, 454 p. 240 ilustraciones, 33 ilustraciones en color. |
ISBN/ISSN/DL: |
978-3-030-59267-7 |
Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
Idioma : |
Inglés (eng) |
Palabras clave: |
Algoritmos Análisis numérico Informática Matemáticas discretas Inteligencia artificial Matemáticas discretas en informática Ciencia de los datos |
Clasificación: |
518.1 |
Resumen: |
Este libro constituye las actas arbitradas de la 16.ª Conferencia Anual sobre TeorÃa y Aplicaciones de Modelos de Computación, TAMC 2020, celebrada en Changsha, China, en octubre de 2020. Los 37 artÃculos completos fueron cuidadosamente revisados ​​y seleccionados entre 83 presentaciones. Los temas principales de los artÃculos seleccionados son la computabilidad, la complejidad, los algoritmos, la teorÃa de la información y sus extensiones a la teorÃa del aprendizaje automático y los fundamentos de la inteligencia artificial. |
Nota de contenido: |
Semilattices of punctual numberings -- Partial Sums on the Ultra-Wide Word RAM -- Securely Computing the $n$-Variable Equality Function with $2n$ Cards 24 -- Polynomial Kernels for Paw-free Edge Modi cation Problems -- Floorplans with Walls -- A Primal-Dual Randomized Algorithm for the Online Weighted Set Multi-Cover Problem -- Sumcheck-Based Delegation of Quantum Computing to Rational Server -- Online Removable Knapsack Problems for Integer-Sized Items -- An Improved Approximation Algorithm for the Prize-Collecting Red-Blue Median Problem -- LP-based Algorithms for Computing Maximum Vertex-Disjoint Paths with Different Colors -- A Constant Factor Approximation for Lower-Bounded $k$-Median -- Reverse Mathematics, Projective Modules and Invertible Modules -- Two-Stage Submodular Maximization Problem Beyond Non-Negative and Monotone -- Optimal Matroid Bases with Intersection Constraints: Valuated Matroids, M-convex Functions, and Their Applications -- On the complexity of acyclic modules in automata networks.-Eternal Connected Vertex Cover Problem -- Parametric Streaming Two-Stage Submodular Maximization -- Approximation Guarantees for Deterministic Maximization of Submodular Function with a Matroid Constraint -- A Novel Initialization Algorithm for Fuzzy C-means Problems -- On the Parameterized Complexity of $d$-Restricted Boolean Net Synthesis -- Approximate #Knapsack Computations to Count Semi-Fair Allocations -- Characterizations and approximability of hard counting classes below #P -- On Existence of Equilibrium Under Social Coalition Structures -- Space Complexity of Streaming Algorithms on Universal Quantum Computers -- On Coresets for Support Vector Machines -- Tractabilities for Tree Assembly Problems -- On Characterization of Petrie Partitionable Plane Graphs -- Disjunctive Propositional Logic and Scott Domains -- Dispersing and Grouping Points on Segments in the Plane -- Synchronizing Words and Monoid Factorization: A Parameterized Perspective -- Hidden Community Detection on Two-layerStochastic Models: a Theoretical Perspective -- A Primal-Dual Algorithm for Euclidean $k$-Means problem with Penalties -- The Complexity of the Partition Coloring Problem -- FPT Algorithms for Generalized Feedback Vertex Set Problems -- Fixed-order Book Thickness with Respect to Vertex-cover Number: New Observations and Further Analysis -- Acyclic edge coloring conjecture is true on planar graphs without intersecting triangles -- On Pure Space vs Catalytic Space. |
Tipo de medio : |
Computadora |
Summary : |
This book constitutes the refereed proceedings of the 16th Annual Conference on Theory and Applications of Models of Computation, TAMC 2020, held in Changsha, China, in October 2020. The 37 full papers were carefully reviewed and selected from 83 submissions. The main themes of the selected papers are computability, complexity, algorithms, information theory and their extensions to machine learning theory and foundations of artificial intelligence. |
Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
16th International Conference, TAMC 2020, Changsha, China, October 18–20, 2020, Proceedings [documento electrónico] / Chen, Jianer, ; Feng, Qilong, ; Xu, Jinhui, . - 1 ed. . - [s.l.] : Springer, 2020 . - XI, 454 p. 240 ilustraciones, 33 ilustraciones en color. ISBN : 978-3-030-59267-7 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés ( eng)
Palabras clave: |
Algoritmos Análisis numérico Informática Matemáticas discretas Inteligencia artificial Matemáticas discretas en informática Ciencia de los datos |
Clasificación: |
518.1 |
Resumen: |
Este libro constituye las actas arbitradas de la 16.ª Conferencia Anual sobre TeorÃa y Aplicaciones de Modelos de Computación, TAMC 2020, celebrada en Changsha, China, en octubre de 2020. Los 37 artÃculos completos fueron cuidadosamente revisados ​​y seleccionados entre 83 presentaciones. Los temas principales de los artÃculos seleccionados son la computabilidad, la complejidad, los algoritmos, la teorÃa de la información y sus extensiones a la teorÃa del aprendizaje automático y los fundamentos de la inteligencia artificial. |
Nota de contenido: |
Semilattices of punctual numberings -- Partial Sums on the Ultra-Wide Word RAM -- Securely Computing the $n$-Variable Equality Function with $2n$ Cards 24 -- Polynomial Kernels for Paw-free Edge Modi cation Problems -- Floorplans with Walls -- A Primal-Dual Randomized Algorithm for the Online Weighted Set Multi-Cover Problem -- Sumcheck-Based Delegation of Quantum Computing to Rational Server -- Online Removable Knapsack Problems for Integer-Sized Items -- An Improved Approximation Algorithm for the Prize-Collecting Red-Blue Median Problem -- LP-based Algorithms for Computing Maximum Vertex-Disjoint Paths with Different Colors -- A Constant Factor Approximation for Lower-Bounded $k$-Median -- Reverse Mathematics, Projective Modules and Invertible Modules -- Two-Stage Submodular Maximization Problem Beyond Non-Negative and Monotone -- Optimal Matroid Bases with Intersection Constraints: Valuated Matroids, M-convex Functions, and Their Applications -- On the complexity of acyclic modules in automata networks.-Eternal Connected Vertex Cover Problem -- Parametric Streaming Two-Stage Submodular Maximization -- Approximation Guarantees for Deterministic Maximization of Submodular Function with a Matroid Constraint -- A Novel Initialization Algorithm for Fuzzy C-means Problems -- On the Parameterized Complexity of $d$-Restricted Boolean Net Synthesis -- Approximate #Knapsack Computations to Count Semi-Fair Allocations -- Characterizations and approximability of hard counting classes below #P -- On Existence of Equilibrium Under Social Coalition Structures -- Space Complexity of Streaming Algorithms on Universal Quantum Computers -- On Coresets for Support Vector Machines -- Tractabilities for Tree Assembly Problems -- On Characterization of Petrie Partitionable Plane Graphs -- Disjunctive Propositional Logic and Scott Domains -- Dispersing and Grouping Points on Segments in the Plane -- Synchronizing Words and Monoid Factorization: A Parameterized Perspective -- Hidden Community Detection on Two-layerStochastic Models: a Theoretical Perspective -- A Primal-Dual Algorithm for Euclidean $k$-Means problem with Penalties -- The Complexity of the Partition Coloring Problem -- FPT Algorithms for Generalized Feedback Vertex Set Problems -- Fixed-order Book Thickness with Respect to Vertex-cover Number: New Observations and Further Analysis -- Acyclic edge coloring conjecture is true on planar graphs without intersecting triangles -- On Pure Space vs Catalytic Space. |
Tipo de medio : |
Computadora |
Summary : |
This book constitutes the refereed proceedings of the 16th Annual Conference on Theory and Applications of Models of Computation, TAMC 2020, held in Changsha, China, in October 2020. The 37 full papers were carefully reviewed and selected from 83 submissions. The main themes of the selected papers are computability, complexity, algorithms, information theory and their extensions to machine learning theory and foundations of artificial intelligence. |
Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
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