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Continuous-time Markov chains and applications: A two-time-scale approach
This book gives a systematic treatment of singularly perturbed systems that naturally arise in control and optimization, queueing networks, manufacturing systems, and financial engineering. It presents results on asymptotic expansions of solutions of Komogorov forward and backward equations, properties of functional occupation measures, exponential upper bounds, and functional limit results for Markov chains with weak and strong interactions....
15 p hcmute 22/07/2020 228 1
Từ khóa: Markov processes, Perturbation (Mathematics) .
A first course in probability and Markov chains
Provides an introduction to basic structures of probability with a view towards applications in information technology A First Course in Probability and Markov Chains presents an introduction to the basic elements in probability and focuses on two main areas. The first part explores notions and structures in probability, including combinatorics, probability measures, probability distributions, conditional
11 p hcmute 22/07/2020 237 1
Từ khóa: Markov processes
Applied optimization with MATLAB programming
"Over the last few decades, optimization techniques have been streamlined by the use of computers and artificial intelligence methods to analyze more variables (especially under non-linear, multivariable conditions) more quickly than ever before. This book covers all classical linear and nonlinear optimization techniques while focusing on the standard mathematical engine, MATLAB. As with the first edition, the author uses MATLAB in examples...
18 p hcmute 22/07/2020 357 3
Từ khóa: Mathematical optimization -- Data processing, MATLAB
The art of R programming: A tour of statistical software design
A guide to software development using the R programming language covers such topics as closures, recursion, anonymous functions, and debugging techniques.
15 p hcmute 21/07/2020 160 1
Từ khóa: Statistics -- Data processing. I.
The elements of statistical learning: Data mining, inference, and prediction
During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but...
18 p hcmute 21/07/2020 360 1
Từ khóa: Artificial intelligence, Bioinformatics, Biology -- Data processing, Data mining, Mathematics, Data processing. I. Friedman, Jerome. II. Tibshirani, Robert
Advances in multi-photon processes and spectroscopy - Volume 2
This volume presents recent progress and perspectives in multi-photon processes and spectroscopy of atoms, ions, molecules and solids. The subjects in the series cover the experimental and theoretical investigations in the interdisciplinary research fields of natural science including chemistry, physics, bioscience and material science. This volume is the latest volume in a series that is a pioneer in compiling review articles of nonlinear...
5 p hcmute 20/07/2020 296 1
Từ khóa: Laser spectroscopy, Molecular spectra, Multiphoton processes, Spectrum analysis.
Hydroinformatics addresses cross-disciplinary issues ranging from technological and sociological to more general environmental concerns, including an ethical perspective. It covers the application of information technology in the widest sense to problems of the aquatic environment. This two-volume publication contains about 250 high quality papers contributed by authors from over 50 countries. The proceedings present many exciting new findings...
16 p hcmute 20/07/2020 308 1
Từ khóa: Geographic information systems, Hydrology -- Data processing -- Congresses. I. Liong, Shie-Yui. II. Babovic, Vladan. III. Phoon, Kok-Kwang.
Geosciences and, in particular, numerical weather prediction are demanding the highest levels of available computer power. The European Centre for Medium-Range Weather Forecasts, with its experience in using supercomputers in this field, organizes every other year a workshop bringing together manufacturers, computer scientists, researchers and operational users to share their experiences and to learn about the latest developments. This volume...
7 p hcmute 20/07/2020 304 1
Từ khóa: Atmospheric physics, Mathematical models, Data processing, Meteorology, Mathematical models, Data processing, Supercomputers, Mozdzynski, George, Zwieflhofer, Walter
Numerical methods for engineers
The seventh edition of Chapra and Canale's Numerical Methods for Engineers retains the instructional techniques that have made the text so successful. Numerous new or revised problems are drawn from actual engineering practice. The expanded breadth of engineering disciplines covered is especially evident in these exercises, which now cover such areas as biotechnology and biomedical engineering. Excellent new examples and case studies span all...
17 p hcmute 20/07/2020 353 2
Từ khóa: Engineering mathematics -- Data processing., Microcomputers -- Programming, Numerical calculations -- Data processing. I. Canale, Raymond P.
Numerical methods for engineers
Featuring an array of applications, including various engineering disciplines, this book includes material on developing MATLAB m-files and VBA macros. It covers such areas as biotechnology and biomedical engineering.
17 p hcmute 20/07/2020 318 1
Từ khóa: Engineering mathematics - Data processing, Microcomputers - Programming, Numerical calculations - Data processing. I. Canale, raymond P
Introduction to food process engineering
"1. Introduction to Unit Operations Fundamental Concepts 1.1 Process The word process refers to the set of activities or industrial operations that modify the properties of raw materials, with the purpose of obtaining products to satisfy the needs of society. Such modifications of natural raw materials are designed to obtain products with greater acceptance in the market or with better possibilities for storage and transport. The primary needs...
19 p hcmute 20/07/2020 369 1
Từ khóa: Food industry and trade, Food industry and trade, Industrial & technical, Technology & engineering. I. Barbosa-Canovas, Gustavo V. II. Title: Introduction to food process engineering / . III. Title: Albert Ibarz, Gustavo V. Barbosa-Canovas. IV. Title:
Geosciences and in particular numerical weather prediction are demanding the highest levels of available computer power. The European Centre for Medium-Range Weather Forecasts, with its experience in using supercomputers in this field, organizes every other year a workshop bringing together manufacturers, computer scientists, researchers and operational users to share their experiences and to learn about the latest developments. This book...
6 p hcmute 20/07/2020 275 1
Từ khóa: METEOROLOGY, Meteorology -- Data processing. I. Kreitz, Norbert. II. Zwieflhofer, Walter