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Computational Diffusion MRI 1

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丛书名： mathematics and Visualization

1000年

作者： Elisenda Bonet-Carne Jana Hutter Marco Palombo Marco Pizzolato Farshid Sepehrband Fan Zhang

ISBN: (数字)9783030528935

ISBN: (纸本)9783030528928;9783030528959

This book presents the latest advances in the rapidly expanding field of diffusion MRI. It shares new perspectives on the latest research challenges for those currently working in the field, but also offers a valuable starting point for anyone interested in learning about computational techniques in diffusion MRI. The book includes rigorous mathematical derivations, a wealth of rich, full-colour visualisations and extensive clinically relevant results. As such, it will be of interest to researchers and practitioners in the fields of computer science, MRI physics and applied mathematics. Readers will find contributions covering a broad range of topics, from the mathematical foundations of the diffusion process and signal generation, to new computational methods and estimation techniques for the;recovery of microstructural and connectivity features, as well as diffusion-relaxometry and frontline applications in research and clinical practice. This edition includes invited works from high-profile researchers with a specific focus on three new and important topics that are gaining momentum within the diffusion MRI community, including diffusion MRI signal acquisition and processing strategies, machine learning for diffusion MRI, and diffusion MRI outside the brain and clinical applications.

关键词： mathematical and Computational Biology Numeric Computing math applications in computer science Image Processing and computer Vision Artificial Intelligence

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Handbook of Metaheuristics 2

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丛书名： International Series in Operations Research & Management science

1000年

作者： Michel Gendreau Jean-Yves Potvin

The rst edition of the Handbook of Metaheuristics was published in 2003 under the editorship of Fred Glover and Gary A. Kochenberger. Given the numerous - velopments observed in the eld of metaheuristics in recent years, it appeared that the time was ripe for a second edition of the Handbook. For different reasons, Fred and Gary were unable to accept Springer’s invitation to prepare this second e- tion and they suggested that we should take over the editorship responsibility of the Handbook. We are deeply honored and grateful for their trust. As stated in the rst edition, metaheuristics are “solution methods that orch- trate an interaction between local improvement procedures and higher level stra- gies to create a process capable of escaping from local optima and performing a robust search of a solution space. ” Although this broad characterization still holds today, many new and exciting developments and extensions have been observed in the last few years. We think in particular to hybrids, which take advantage of the strengths of each of their individual metaheuristic components to better explore the solution space. Hybrids of metaheuristics with other optimization techniques, like branch-and-bound, mathematical programming or constraint programming are also increasingly popular. On the front of applications, metaheuristics are now used to nd high-quality solutions to an ever-growing number of complex, ill-de ned re- world problems, in particular combinatorial ones.

关键词： Operations Research, Management science Artificial Intelligence Operations Research/Decision Theory math applications in computer science Business and Management, general Computational science and Engineering

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Information Technologies and mathematical Modelling. Queueing Theory and applications 1

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丛书名： Communications in computer and Information science

1000年

作者： Alexander Dudin Anatoly Nazarov Alexander Moiseev

This book constitutes the proceedings of the 17th International Conference on Information Technologies and mathematical Modelling, ITMM 2018, named after A.F. Terpugov, and the 12th Workshop on Retrial Queues and... 详细信息

ISBN: (数字)9783319975955

ISBN: (纸本)9783319975948

关键词： Probability and Statistics in computer science computer Communication Networks math applications in computer science Probability Theory and Stochastic Processes Information Systems applications (incl. Internet)

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System Modeling and Optimization 1

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丛书名： IFIP Advances in Information and Communication Technology

1000年

作者： John Cagnol Jean-Paul Zolésio

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Polynomial and Matrix Computations 1

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丛书名： Progress in Theoretical computer science

1000年

作者： Dario Bini Victor Y. Pan

ISBN: (数字)9781461202653

ISBN: (纸本)9780817637866;9781461266860

Our Subjects and Objectives. This book is about algebraic and symbolic computation and numerical computing (with matrices and polynomials). It greatly extends the study of these topics presented in the celebrated books of the seventies, [AHU] and [BM] (these topics have been under-represented in [CLR], which is a highly successful extension and updating of [AHU] otherwise). Compared to [AHU] and [BM] our volume adds extensive material on parallel com putations with general matrices and polynomials, on the bit-complexity of arithmetic computations (including some recent techniques of data compres sion and the study of numerical approximation properties of polynomial and matrix algorithms), and on computations with Toeplitz matrices and other dense structured matrices. The latter subject should attract people working in numerous areas of application (in particular, coding, signal processing, control, algebraic computing and partial differential equations). The au thors' teaching experience at the Graduate Center of the City University of New York and at the University of Pisa suggests that the book may serve as a text for advanced graduate students in mathematics and computer science who have some knowledge of algorithm design and wish to enter the exciting area of algebraic and numerical computing. The potential readership may also include algorithm and software designers and researchers specializing in the design and analysis of algorithms, computational complexity, alge braic and symbolic computing, and numerical computation.

关键词： math applications in computer science Computational mathematics and Numerical Analysis Algorithm Analysis and Problem Complexity Algorithms Linear and Multilinear Algebras, Matrix Theory Field Theory and Polynomials

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Visualization in Scientific Computing ’98 1

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丛书名： Eurographics

1000年

作者： Dirk Bartz

ISBN: (数字)9783709175170

ISBN: (纸本)9783211832097

In twelve selected papers common problems in scientific visualization are discussed: adaptive and multi-resolution methods, feature extraction, flow visualization, and visualization quality. Four papers focus on aspects of mesh reduction, mesh compression, and increasing the quality of the resulting mesh. Two extentions on particle tracing are presented as well as a paper on the simulation of material transport. Two papers are on feature extraction in dynamics systems and on the accuracy of algorithmic extracted features. Three papers focus on stereoscopic volume rendering, on the visualization of atomic collision cascades and of quality of visualization systems in general.

关键词： computer Graphics Simulation and Modeling math applications in computer science

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Viability Theory 2

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1000年

作者： Jean-Pierre Aubin Alexandre M. Bayen Patrick Saint-Pierre

ISBN: (数字)9783642166846

ISBN: (纸本)9783642166839;9783662495858

Viability theory designs and develops mathematical and algorithmic methods for investigating the adaptation to viability constraints of evolutions governed by complex systems under uncertainty that are found in many domains involving living beings, from biological evolution to economics, from environmental sciences to financial markets, from control theory and robotics to cognitive sciences. It involves interdisciplinary investigations spanning fields that have traditionally developed in isolation. The purpose of this book is to present an initiation to applications of viability theory, explaining and motivating the main concepts and illustrating them with numerous numerical examples taken from various fields.

关键词： Systems Theory, Control Economic Theory/Quantitative Economics/mathematical Methods math applications in computer science Control and Systems Theory Game Theory, Economics, Social and Behav. sciences

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Éléments de théorie des graphes 1

引用

丛书名： Collection IRIS

1000年

作者： Alain Bretto Alain Faisant François Hennecart

Ce livre est une introduction développée à la théorie des graphes. Autour de cette théorie se développe aujourd'hui l'un des domaines les plus féconds et les plus dynamiques... 详细信息

Ce livre est une introduction développée à la théorie des graphes. Autour de cette théorie se développe aujourd'hui l'un des domaines les plus féconds et les plus dynamiques des mahématiques et de l'informatique. La théorie des graphes permet de réprésenter un ensemble complexe d'objets en exprimant les relations entre les éléments : réseaux de communication, circuits électriques, etc. Le livre présente le langage et les notions élémentaires de cette théorie, les différents types de graphes (bipartis, arbres, arborescences, graphes eulériens et hamiltoniens, etc.) ; il étudie les relations entre les graphes et les structures de données algorithmiques ; il traite ensuite des notions de connextié et de flots ; puis il développe la notion de planarité ; l'ouvrage traite aussi des aspects algébriques, introduit aux thèmes de la coloration et du couplage des graphes; Il aborde aussi la théorie spectrale.

关键词： mathematics of Computing math applications in computer science mathematical and Computational Engineering Graph Theory

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Integration of AI and OR Techniques in Constraint Programming 1

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丛书名： Lecture Notes in computer science

1000年

作者： Laurent Michel

ISBN: (数字)9783319180083

ISBN: (纸本)9783319180076

This book constitutes the proceedings of the 12th International Conference on the Integration of Artificial Intelligence (AI) and Operations Research (OR) Techniques in Constraint Programming, CPAIOR 2015, held in Barcelona, Spain, in May 2015. The 29 papers presented together with 8 short papers in this volume were carefully reviewed and selected from 90 submissions. The purpose of the conference series is to bring together researchers in the fields of Constraint Programming, Artificial Intelligence and Operations Research to explore ways of solving hard and large scale combinatorial optimization problems that emerge in various industrial domains. Pooling the skills and strengths of this diverse group of researchers has proved extremely effective and valuable during the past decade leading to improvements and cross-fertilization between the three fields as well as breakthrough for actual applications.

关键词： Numeric Computing math applications in computer science Discrete mathematics in computer science Algorithm Analysis and Problem Complexity Artificial Intelligence Operations Research, Management science

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Large-Scale Scientific Computing 1

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丛书名： Lecture Notes in computer science

1000年

作者： Ivan Lirkov Svetozar Margenov

ISBN: (数字)9783030975494

ISBN: (纸本)9783030975487

This book constitutes revised selected papers from the 13th International Conference on Large-Scale Scientific Computing, LSSC 23021, which was held in Sozopol, Bulgaria, during June 7-11, 2021.;The 60 papers included in this book were carefully reviewed and selected from a total of 73 submissions. The volume also includes two invited talks in full paper length. The papers were organized in topical sections as follows: Fractional diffusion problems: numerical methods, algorithms and applications; large-scale models: numerical methods, parallel computations and applications; application of metaheuristics to large-scale problems; advanced discretizations and solvers for coupled systems of partial differential equations; optimal control of ODEs, PDEs and applications; tensor and matrix factorization for big-data analysis; machine learning and model order reduction for large scale predictive simulations; HPC and big data: algorithms and applications; and contributed papers.

关键词： Theory of Computation computer Communication Networks Data Structures and Information Theory Numeric Computing Information Systems and Communication Service math applications in computer science

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