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Optimization by Vector Space Methods

Optimization by Vector Space Methods
Author: David G. Luenberger
Publisher: John Wiley & Sons
Total Pages: 348
Release: 1997-01-23
Genre: Technology & Engineering
ISBN: 9780471181170

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Engineers must make decisions regarding the distribution of expensive resources in a manner that will be economically beneficial. This problem can be realistically formulated and logically analyzed with optimization theory. This book shows engineers how to use optimization theory to solve complex problems. Unifies the large field of optimization with a few geometric principles. Covers functional analysis with a minimum of mathematics. Contains problems that relate to the applications in the book.


Vector Extrapolation Methods with Applications

Vector Extrapolation Methods with Applications
Author: Avram Sidi
Publisher: SIAM
Total Pages: 421
Release: 2017-09-26
Genre: Science
ISBN: 1611974968

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An important problem that arises in different disciplines of science and engineering is that of computing limits of sequences of vectors of very large dimension. Such sequences arise, for example, in the numerical solution of systems of linear and nonlinear equations by fixed-point iterative methods, and their limits are simply the required solutions to these systems. The convergence of these sequences, which is very slow in many cases, can be accelerated successfully by using suitable vector extrapolation methods. Vector Extrapolation Methods with Applications is the first book fully dedicated to the subject of vector extrapolation methods. It is a self-contained, up-to-date, and state-of-the-art reference on the theory and practice of the most useful methods. It covers all aspects of the subject, including development of the methods, their convergence study, numerically stable algorithms for their implementation, and their various applications. It also provides complete proofs in most places. As an interesting application, the author shows how these methods give rise to rational approximation procedures for vector-valued functions in the complex plane, a subject of importance in model reduction problems among others. This book is intended for numerical analysts, applied mathematicians, and computational scientists and engineers in fields such as computational fluid dynamics, structures, and mechanical and electrical engineering, to name a few. Since it provides complete proofs in most places, it can also serve as a textbook in courses on acceleration of convergence of iterative vector processes, for example.


Theory and Methods of Vector Optimization (Volume Two)

Theory and Methods of Vector Optimization (Volume Two)
Author: Yu. K. Mashunin
Publisher: Cambridge Scholars Publishing
Total Pages: 290
Release: 2021-09-30
Genre: Mathematics
ISBN: 1527575489

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This second volume presents research in the field of the mathematical model operation of economic systems, again using as a basis the theory and methods of vector optimization. This volume includes three chapters. The first chapter deals with issues related to the theory of the company, modeling and decision-making, while the second deals with issues related to modeling and decision-making in market systems. The third chapter deals with issues related to modeling, forecasting and decision-making.


Vector Methods Applied to Differential Geometry, Mechanics, and Potential Theory

Vector Methods Applied to Differential Geometry, Mechanics, and Potential Theory
Author: D. E. Rutherford
Publisher: Courier Corporation
Total Pages: 148
Release: 2012-04-27
Genre: Mathematics
ISBN: 048615453X

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This text offers both a clear view of the abstract theory as well as a concise survey of the theory's applications to various branches of pure and applied mathematics. 1957 edition.


R for Data Science

R for Data Science
Author: Hadley Wickham
Publisher: "O'Reilly Media, Inc."
Total Pages: 521
Release: 2016-12-12
Genre: Computers
ISBN: 1491910364

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Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results


Vector Control

Vector Control
Author: Jan A. Rozendaal
Publisher: World Health Organization
Total Pages: 432
Release: 1997
Genre: Animals as carriers of disease
ISBN: 9789241544948

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The first comprehensive, illustrated guide to vector control methods suitable for use by individuals and communities. Published at a time when large-scale control programs organized by governments are declining, the manual aims to help non-professionals understand the role of vectors in specific diseases and then select and use control methods that are appropriate, effective, affordable, and safe. Hundreds of simple, inexpensive and often ingenious techniques, developed and used in a host of different settings, are presented and described in this abundantly illustrated guide. The manual is intended to assist health workers at district and community level, in aid organizations, in refugee camps, or in resource development projects who do not have direct access to experts in entomology, yet need methods for controlling the vectors of such important diseases as malaria filariasis leishmaniasis schistosomiasis dengue and trypanosomiasis. With this audience in mind, the book combines non-specialist factual information about vectors and the diseases they cause with practical advice on control measures, whether involving the use of insecticides, environmental modifications, or the construction of simple devices from local materials. Details range from a table showing where and when the different groups of biting Diptera are active to a recipe for preparing plaster to protect homes against triatomine bugs, from step-by-step instructions for the construction of cheap insect traps, to advice on how to impregnate bed nets and curtains with suitable insecticides. The book opens with a brief description of recent changes in the approach to vector control, followed by a discussion of factors that can influence the success of control measures undertaken by individuals and communities. The core of the manual consists of eight chapters focused on each of the major vectors and groups of vectors: mosquitos and other biting Diptera; tsetse flies; triatomine bugs; bedbugs, fleas, lice, ticks, and mites; cockroaches; houseflies; cyclops; and freshwater snails. Each chapter includes pertinent facts about the vector's life cycle, behavior, and favorite habitats, the diseases it causes, and their clinical features, including opportunities for prevention, treatment, and control. Against this background, methods for control are presented in great detail. Since the use of control measures is often constrained by lack of resources as well as lack of knowledge, most methods described are simple and cheap, do not require much training or supervision, and are safe for both the user and the environment. The remaining chapters offer guidance on the principles and practice of house spraying with residual insecticides, and provide instructions for the safe use of pesticides and the emergency treatment of poisoning.


Ecology of Insect Vector Populations

Ecology of Insect Vector Populations
Author: R. C. Muirhead-Thomson
Publisher: Elsevier
Total Pages: 183
Release: 2013-09-17
Genre: Science
ISBN: 1483272842

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Ecology of Insect Vector Populations provides a review and appraisal of the ecology of insect vectors of disease, with particular attention to the problems of sampling adult insect vector populations. The book examines the manner in which the inter-related problems of insect ecology, behavior, and population sampling have been explored over a wide range of investigations on disease vectors. The text focuses mainly on the study of blood-sucking dipterous insects such as tse-tse flies, mosquitoes, black-flies, and midges along with the appraisal of relevant studies on house-fly and blow-fly populations. The studies of the ecology of the wingless vectors of disease or plague such as the fleas are carried out extensively. The dissertation will be of interest to medical entomologists, animal ecologists, and epidemiologists.


A History of Vector Analysis

A History of Vector Analysis
Author: Michael J. Crowe
Publisher: Courier Corporation
Total Pages: 306
Release: 1994-01-01
Genre: Mathematics
ISBN: 0486679101

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Prize-winning study traces the rise of the vector concept from the discovery of complex numbers through the systems of hypercomplex numbers to the final acceptance around 1910 of the modern system of vector analysis.


Support Vector Machines for Pattern Classification

Support Vector Machines for Pattern Classification
Author: Shigeo Abe
Publisher: Springer Science & Business Media
Total Pages: 486
Release: 2010-07-23
Genre: Technology & Engineering
ISBN: 1849960984

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A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and function approximation problems, as well as evaluation criteria for classifiers and regressors. Features: Clarifies the characteristics of two-class SVMs; Discusses kernel methods for improving the generalization ability of neural networks and fuzzy systems; Contains ample illustrations and examples; Includes performance evaluation using publicly available data sets; Examines Mahalanobis kernels, empirical feature space, and the effect of model selection by cross-validation; Covers sparse SVMs, learning using privileged information, semi-supervised learning, multiple classifier systems, and multiple kernel learning; Explores incremental training based batch training and active-set training methods, and decomposition techniques for linear programming SVMs; Discusses variable selection for support vector regressors.


Ethics and vector-borne diseases

Ethics and vector-borne diseases
Author:
Publisher: World Health Organization
Total Pages: 74
Release: 2020-05-31
Genre: Medical
ISBN: 9240012737

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