Pattern Classification Using Ensemble Methods

This introduction to finite difference and finite element methods is aimed at graduate students who need to solve differential equations. The prerequisites are few (basic calculus, linear algebra, and ODEs) and so the book will be accessible and useful to readers from a range of disciplines across science and engineering. Part I begins with finite difference methods. Finite element methods are then introduced in Part II. In each part, the authors begin with a comprehensive discussion of one-dimensional problems, before proceeding to consider two or higher dimensions. An emphasis is placed on numerical algorithms, related mathematical theory, and essential details in the implementation, while some useful packages are also introduced. The authors also provide well-tested MATLAB® codes, all available online.

How do infants learn a language? Why and how do languages evolve? How do we understand a sentence? This book explores these questions using recent computational models that shed new light on issues related to language and cognition. The chapters in this collection propose original analyses of specific problems and develop computational models that have been tested and evaluated on real data. Featuring contributions from a diverse group of experts, this interdisciplinary book bridges the gap between natural language processing and cognitive sciences. It is divided into three sections, focusing respectively on models of neural and cognitive processing, data driven methods, and social issues in language evolution. This book will be useful to any researcher and advanced student interested in the analysis of the links between the brain and the language faculty.

Hugh Craig and Brett Greatley-Hirsch extend the computational analysis introduced in Shakespeare, Computers, and the Mystery of Authorship (edited by Hugh Craig and Arthur F. Kinney; Cambridge, 2009) beyond problems of authorship attribution to address broader issues of literary history. Using new methods to answer long-standing questions and challenge traditional assumptions about the underlying patterns and contrasts in the plays of Shakespeare and his contemporaries, Style, Computers, and Early Modern Drama sheds light on, for example, different linguistic usages between plays written in verse and prose, company styles and different character types. As a shift from a canonical survey to a corpus-based literary history founded on a statistical analysis of language, this book represents a fundamentally new approach to the study of English Renaissance literature and proposes a new model and rationale for future computational scholarship in early modern literary studies.

Featuring detailed commented spectral profiles of more than one hundred astronomical objects, in colour, this spectral guide documents most of the important and spectroscopically observable objects accessible using typical amateur equipment. It allows you to read and interpret the recorded spectra of the main stellar classes, as well as most of the steps from protostars through to the final stages of stellar evolution as planetary nebulae, white dwarfs or the different types of supernovae. It also presents integrated spectra of stellar clusters, galaxies and quasars, and the reference spectra of some terrestrial light sources, for calibration purposes. Whether used as the principal reference for comparing with your recorded spectra or for inspiring independent observing projects, this atlas provides a breathtaking view into our Universe's past. The atlas is accompanied and supplemented by Spectroscopy for Amateur Astronomers, which explains in detail the methods for recording, processi

Writing clear, impactful reports is a crucial skill for science students, but few books focus on this area for the undergraduate. Particularly useful for biology students, this text adopts a hands-on approach, using example reports and published papers as models to put guidance into practice. An introductory chapter familiarizes undergraduates with the principles of writing science. Two model reports are then developed, walking students through experimental and observational teaching-lab reports. The structure and content of the Introduction, Methods and Materials, Results, and Discussion are explained, together with tips for the title, abstract, and references. Students are then guided on how to polish their first draft. The last section of the book analyzes two published papers, helping the reader transition to reporting original research. Clearly and concisely written, this text offers a much-needed lifeline for science students facing science report-writing for the first time, and

Writing clear, impactful reports is a crucial skill for science students, but few books focus on this area for the undergraduate. Particularly useful for biology students, this text adopts a hands-on approach, using example reports and published papers as models to put guidance into practice. An introductory chapter familiarizes undergraduates with the principles of writing science. Two model reports are then developed, walking students through experimental and observational teaching-lab reports. The structure and content of the Introduction, Methods and Materials, Results, and Discussion are explained, together with tips for the title, abstract, and references. Students are then guided on how to polish their first draft. The last section of the book analyzes two published papers, helping the reader transition to reporting original research. Clearly and concisely written, this text offers a much-needed lifeline for science students facing science report-writing for the first time, and

Giants, cannibals and other monsters were a regular feature of Renaissance illustrated maps, inhabiting the Americas alongside other indigenous peoples. In a new approach to views of distant peoples, Surekha Davies analyzes this archive alongside prints, costume books and geographical writing. Using sources from Iberia, France, the German lands, the Low Countries, Italy and England, Davies argues that mapmakers and viewers saw these maps as careful syntheses that enabled viewers to compare different peoples. In an age when scholars, missionaries, native peoples and colonial officials debated whether New World inhabitants could – or should – be converted or enslaved, maps were uniquely suited for assessing the impact of environment on bodies and temperaments. Through innovative interdisciplinary methods connecting the European Renaissance to the Atlantic world, Davies uses new sources and questions to explore science as a visual pursuit, revealing how debates about the relationship betw

Now in its fourth edition, this highly regarded book is ideal for those who wish to solve a variety of practical and recreational problems in astronomy using a scientific calculator or spreadsheet. Updated and extended, this new edition shows you how to use spreadsheets to predict, with greater accuracy, solar and lunar eclipses, the positions of the planets, and the times of sunrise and sunset. Suitable for worldwide use, this handbook covers orbits, transformations and general celestial phenomena, and is essential for anyone wanting to make astronomical calculations for themselves. With clear, easy-to-follow instructions for use with a pocket calculator, shown alongside worked examples, it can be enjoyed by anyone interested in astronomy, and will be a useful tool for software writers and students studying introductory astronomy. High-precision spreadsheet methods for greater accuracy are available at www.cambridge.org/practicalastronomy.

Applied Soils and Micromorphology in Archaeology provides the most up-to-date information on soil science and its applications in archaeology. Based on more than three decades of investigations and experiments, the volume demonstrates how description protocols and complimentary methods (SEM/EDS, microprobe, micro-FTIR, bulk soil chemistry, micro- and macrofossils) are used in interpretations. It also focuses on key topics, such as palaeosols, cultivation, and occupation surfaces, and introduces a range of current issues, such as site inundation, climate change, settlement morphology, herding, trackways, industrial processes, funerary features, and site transformation. Structured around important case studies, Applied Soils and Micromorphology in Archaeology is thoroughly-illustrated, with color plates and figures, tables and other ancillary materials on its website (www.cambridge.org/9781107011380); chapter appendices can be accessed separately using the web (www.geoarchaeology.info/as

Applied Soils and Micromorphology in Archaeology provides the most up-to-date information on soil science and its applications in archaeology. Based on more than three decades of investigations and experiments, the volume demonstrates how description protocols and complimentary methods (SEM/EDS, microprobe, micro-FTIR, bulk soil chemistry, micro- and macrofossils) are used in interpretations. It also focuses on key topics, such as palaeosols, cultivation, and occupation surfaces, and introduces a range of current issues, such as site inundation, climate change, settlement morphology, herding, trackways, industrial processes, funerary features, and site transformation. Structured around important case studies, Applied Soils and Micromorphology in Archaeology is thoroughly-illustrated, with color plates and figures, tables and other ancillary materials on its website (www.cambridge.org/9781107011380); chapter appendices can be accessed separately using the web (www.geoarchaeology.info/as

With this self-contained, introductory text, readers will easily understand the fundamentals of microwave and radar image generation. Written with the complete novice in mind, and including an easy-to-follow introduction to electromagnetic scattering theory, it covers key topics such as forward models of scattering for interpreting S-parameter and time-dependent voltage data, S-parameters and their analytical sensitivity formulae, basic methods for real-time image reconstruction using frequency-sweep and pulsed-radar signals, and metrics for evaluating system performance. Numerous application examples and practical tutorial exercises provided throughout allow quick understanding of key concepts, and sample MATLAB codes implementing key reconstruction algorithms accompany the book online. This one-stop resource is ideal for graduate students taking introductory courses in microwave imaging, as well as researchers and industry professionals wanting to learn the fundamentals of the field.

Interest in experimental research in public management is on the rise, yet the field still lacks a broad understanding of its role in producing substantive findings and theoretical advances. Written by a team of leading international researchers, this book sets out the advantages of experiments in public management and showcases their rapidly developing contribution to research and practice. The book offers a comprehensive overview of the relationship between experiments and public management theory, and the benefits for examining causal effects. It will appeal to researchers and graduate-level students in public administration, public management, government, politics and policy studies. The key topics addressed are the distinct logic of experimental methods in the laboratory, in the field, and in survey experiments; how leading researchers are using different kinds of experiment to build knowledge about theory and practice across many areas of public management; and the research agend

Interest in experimental research in public management is on the rise, yet the field still lacks a broad understanding of its role in producing substantive findings and theoretical advances. Written by a team of leading international researchers, this book sets out the advantages of experiments in public management and showcases their rapidly developing contribution to research and practice. The book offers a comprehensive overview of the relationship between experiments and public management theory, and the benefits for examining causal effects. It will appeal to researchers and graduate-level students in public administration, public management, government, politics and policy studies. The key topics addressed are the distinct logic of experimental methods in the laboratory, in the field, and in survey experiments; how leading researchers are using different kinds of experiment to build knowledge about theory and practice across many areas of public management; and the research agend

This lively, compact textbook introduces readers to semantics - the study of how we construct meaning in communication. Easy to follow, and with a clear structure, it explains formal terminology in a simple and understandable way, without using formal notation or logic, and draws on dozens of examples from up-to-date empirical research findings. Offering a tight integration of classic semantic issues with cognitive science, Javier Valenzuela provides a complete and coherent overview of the main topics in this area, including a review of the empirical methods used in semantic theorizing, and discussions of both non-traditional and new topics, such as how meaning is acquired by children and how meaning is constructed cross-linguistically. Featuring illustrations, exercises, activities, suggestions for further reading, highlighted key terms, and a comprehensive glossary, this book is accessible to beginners and undergraduates, including those from non-linguistic backgrounds with no prior

Attention to cultural variation has become an important source of insight in the social, behavioural, and health sciences. Mixed methods research provides an especially sensitive and powerful way to make systematic cross-cultural comparisons, in which qualitative approaches give a window onto cultural meaning and the phenomenological 'feel' of social life, and quantitative methods facilitate hypothesis testing and sophisticated modelling of social and behavioural phenomena. For researchers engaged in cross-cultural projects, this book offers a theory-based approach to integrating 'numbers' and 'text' based on discourse as the originary form of data collection, the method and framework of analysis, and the medium of publication. The book provides concise explanations, targeted examples, step-by-step instructions, and actual analyses of cross-cultural, quantitative survey data and qualitative interview data, with special attention to language(s) and translation as clues to the study of c

Written by leading experts, this self-contained text provides systematic coverage of LDPC codes and their construction techniques, unifying both algebraic- and graph-based approaches into a single theoretical framework (the superposition construction). An algebraic method for constructing protograph LDPC codes is described, and entirely new codes and techniques are presented. These include a new class of LDPC codes with doubly quasi-cyclic structure, as well as algebraic methods for constructing spatially and globally coupled LDPC codes. Authoritative, yet written using accessible language, this text is essential reading for electrical engineers, computer scientists and mathematicians working in communications and information theory.

This thorough work presents the fundamental results of modular function theory as developed during the nineteenth and early-twentieth centuries. It features beautiful formulas and derives them using skillful and ingenious manipulations, especially classical methods often overlooked today. Starting with the work of Gauss, Abel, and Jacobi, the book then discusses the attempt by Dedekind to construct a theory of modular functions independent of elliptic functions. The latter part of the book explains how Hurwitz completed this task and includes one of Hurwitz's landmark papers, translated by the author, and delves into the work of Ramanujan, Mordell, and Hecke. For graduate students and experts in modular forms, this book demonstrates the relevance of these original sources and thereby provides the reader with new insights into contemporary work in this area.

Understanding Video Game Music develops a musicology of video game music by providing methods and concepts for understanding music in this medium. From the practicalities of investigating the video game as a musical source to the critical perspectives on game music - using examples including Final Fantasy VII, Monkey Island 2, SSX Tricky and Silent Hill - these explorations not only illuminate aspects of game music, but also provide conceptual ideas valuable for future analysis. Music is not a redundant echo of other textual levels of the game, but central to the experience of interacting with video games. As the author likes to describe it, this book is about music for racing a rally car, music for evading zombies, music for dancing, music for solving puzzles, music for saving the Earth from aliens, music for managing a city, music for being a hero; in short, it is about music for playing.

This book examines government ethics rules and their enforcement in China, as well as in three other jurisdictions for comparative insights. Empirical research methods (involving primarily semi-structured interviews) have been employed to explore the dynamics of actual enforcement policies and practices in China. This book forms an analytical framework through reviewing existing theories on government ethics regulation and general regulation literature and analyzing government ethics rules in the US, the UK, and Hong Kong. Using this framework, it seeks to explore the patterns and features of government ethics rules and their enforcement in China. It shows that the inadequacy of government ethics rules per se and the deterrence-oriented criminal enforcement style of government ethics regulation are important but ignored elements of the problem of rampant corruption in China. Such analysis has generated important and practical policy implications for China's government ethics rules and

What are the factors that determine how central governments respond to demands for independence? Secessionist movements are numerous and quite varied in form, but the chief obstacle to their ambitions is the state itself, which can deny independence demands, deploy force if need be, and request that the international community respect its territorial integrity by not recognizing the breakaway region. Age of Secession focuses on this crucial but neglected moment in the life of a secessionist movement. Griffiths offers a novel theory using original data on secessionist movements between 1816 and 2011. He explains how state response is shaped by international and domestic factors, when conflict is likely, and why states have proliferated since 1945. He mixes quantitative methods with case studies of secessionist movements in the United Kingdom, Russia/Soviet Union, and India. This is an important book for anyone who wants to understand the phenomenon of secession.

This concise yet comprehensive textbook examines political, social, and cultural developments in the Soviet Union and the post-Soviet period. It begins by identifying the social tensions and political inconsistencies that spurred radical change in Russia's government, from the turn of the century to the revolution of 1917. Peter Kenez presents this revolution as a crisis of authority that the creation of the Soviet Union resolved. The text traces the progress of the Soviet Union through the 1920s, the years of the New Economic Policies, and into the Stalinist order. It illustrates how post-Stalin Soviet leaders struggled to find ways to rule the country without using Stalin's methods - but also without openly repudiating the past - and to negotiate a peaceful but antipathetic coexistence with the capitalist West. This updated third edition includes substantial new material, discussing the challenges Russia currently faces in the era of Putin.

This book offers a systematic exposition of conformal methods and how they can be used to study the global properties of solutions to the equations of Einstein's theory of gravity. It shows that combining these ideas with differential geometry can elucidate the existence and stability of the basic solutions of the theory. Introducing the differential geometric, spinorial and PDE background required to gain a deep understanding of conformal methods, this text provides an accessible account of key results in mathematical relativity over the last thirty years, including the stability of de Sitter and Minkowski spacetimes. For graduate students and researchers, this self-contained account includes useful visual models to help the reader grasp abstract concepts and a list of further reading, making this the perfect reference companion on the topic.

With the rise of new technologies and media, the way we communicate is rapidly changing. Literacies provides a comprehensive introduction to literacy pedagogy within today's new media environment. It focuses not only on reading and writing, but also on other modes of communication, including oral, visual, audio, gestural and spatial. This focus is designed to supplement, not replace, the enduringly important role of alphabetical literacy. Using real-world examples and illustrations, Literacies features the experiences of both teachers and students. It maps a range of methods that teachers can use to help their students develop their capacities to read, write and communicate. It also explores the wide range of literacies and the diversity of socio-cultural settings in today's workplace, public and community settings. With an emphasis on the 'how-to' practicalities of designing literacy learning experiences and assessing learner outcomes, this book is a contemporary and in-depth resource

Combustion is a fascinating phenomenon coupling complex chemistry to transport mechanisms and nonlinear fluid dynamics. This book provides an up-to-date and comprehensive presentation of the nonlinear dynamics of combustion waves and other non-equilibrium energetic systems. The major advances in this field have resulted from analytical studies of simplified models performed in close relation with carefully controlled laboratory experiments. The key to understanding the complex phenomena is a systematic reduction of the complexity of the basic equations. Focusing on this fundamental approach, the book is split into three parts. Part I provides physical insights for physics-oriented readers, Part II presents detailed technical analysis using perturbation methods for theoreticians, and Part III recalls the necessary background knowledge in physics, chemistry and fluid dynamics. This structure makes the content accessible to newcomers to the physics of unstable fronts in flows, whilst also

Social phobia is a disorder involving an intense fear of being judged by others and it affects the lives of many people. This book takes a critical stance towards the received view of social phobia as a disease of sorts, characterized by abnormal anxiety and caused by an inner mental or physical defective mechanism. Ariel Stravynski adopts an alternative approach to social phobia – as a purposeful interpersonal pattern protective against public humiliation or private rebuff. In this conception, fearfulness is the emotional facet of the socially phobic interpersonal pattern, rather than its driving force. This theoretical framework emphasizing dynamic transactions is articulated in terms of an anthropological psychology and Stravynski argues that social phobia can only be formulated and understood in interpersonal terms. He integrates all available knowledge on social phobia into his proposed framework and exemplifies its application by extending it to the assessment and treatment of th

Designed for introductory undergraduate courses in fluid mechanics for chemical engineers, this stand-alone textbook illustrates the fundamental concepts and analytical strategies in a rigorous and systematic, yet mathematically accessible manner. Using both traditional and novel applications, it examines key topics such as viscous stresses, surface tension, and the microscopic analysis of incompressible flows which enables students to understand what is important physically in a novel situation and how to use such insights in modeling. The many modern worked examples and end-of-chapter problems provide calculation practice, build confidence in analyzing physical systems, and help develop engineering judgment. The book also features a self-contained summary of the mathematics needed to understand vectors and tensors, and explains solution methods for partial differential equations. Including a full solutions manual for instructors available at www.cambridge.org/deen, this balanced text

This volume brings together key players in discourse variation research to offer original analyses of a wide range of discourse-pragmatic variables, such as 'like', 'innit', 'you get me', and 'at the end of the day'. The authors introduce a range of new methods specifically tailored to the study of discourse-pragmatic variation and change in synchronic and longitudinal dialect data, and provide new empirical and theoretical insights into discourse-pragmatic variation and change in contemporary varieties of English. The volume thus enhances our understanding of the complexities of discourse-pragmatic variation and change, and encourages new ways of thinking about variability in discourse-pragmatics. With its dual focus on presenting innovative methods as well as new results, the volume will provide an important resource for both newcomers and veterans alike in the field of discourse variation analysis, and spark discussions that will set new directions for future work in the field.

Giants, cannibals and other monsters were a regular feature of Renaissance illustrated maps, inhabiting the Americas alongside other indigenous peoples. In a new approach to views of distant peoples, Surekha Davies analyzes this archive alongside prints, costume books and geographical writing. Using sources from Iberia, France, the German lands, the Low Countries, Italy and England, Davies argues that mapmakers and viewers saw these maps as careful syntheses that enabled viewers to compare different peoples. In an age when scholars, missionaries, native peoples and colonial officials debated whether New World inhabitants could – or should – be converted or enslaved, maps were uniquely suited for assessing the impact of environment on bodies and temperaments. Through innovative interdisciplinary methods connecting the European Renaissance to the Atlantic world, Davies uses new sources and questions to explore science as a visual pursuit, revealing how debates about the relationship betw

Featuring detailed explanations of the major algorithms used in quantum Monte Carlo simulations, this is the first textbook of its kind to provide a pedagogical overview of the field and its applications. The book provides a comprehensive introduction to the Monte Carlo method, its use, and its foundations, and examines algorithms for the simulation of quantum many-body lattice problems at finite and zero temperature. These algorithms include continuous-time loop and cluster algorithms for quantum spins, determinant methods for simulating fermions, power methods for computing ground and excited states, and the variational Monte Carlo method. Also discussed are continuous-time algorithms for quantum impurity models and their use within dynamical mean-field theory, along with algorithms for analytically continuing imaginary-time quantum Monte Carlo data. The parallelization of Monte Carlo simulations is also addressed. This is an essential resource for graduate students, teachers, and re

This book provides researchers and graduate students with a thorough introduction to the variational analysis of nonlinear problems described by nonlocal operators. The authors give a systematic treatment of the basic mathematical theory and constructive methods for these classes of nonlinear equations, plus their application to various processes arising in the applied sciences. The equations are examined from several viewpoints, with the calculus of variations as the unifying theme. Part I begins the book with some basic facts about fractional Sobolev spaces. Part II is dedicated to the analysis of fractional elliptic problems involving subcritical nonlinearities, via classical variational methods and other novel approaches. Finally, Part III contains a selection of recent results on critical fractional equations. A careful balance is struck between rigorous mathematics and physical applications, allowing readers to see how these diverse topics relate to other important areas, includi

Charting the turbulent history of US-North Korean affairs from the 1960s through to 2010, Rival Reputations explores how past incidents and crises can be relied upon to help determine threat credibility and the willingness of an adversary to resort to violence. Using reputation as the framework, this book answers some of the most vexing questions regarding both US and North Korean foreign policy. These include how they have managed to evade war, why North Korea - a much weaker power - has not been deterred by superior American military power from repeated violent provocations against the United States and South Korea, and why US officials in every administration have rarely taken North Korean threats seriously. Van Jackson urges us to jettison the conventional view of North Korean threats and violence as part of a 'cycle' of provocation and instead to recognize them as part of a pattern of rivalry inherent in North Korea's foreign relations.

In this monograph, the authors present some powerful methods for dealing with singularities in elliptic and parabolic partial differential inequalities. Here, the authors take the unique approach of investigating differential inequalities rather than equations, the reason being that the simplest way to study an equation is often to study a corresponding inequality; for example, using sub and superharmonic functions to study harmonic functions. Another unusual feature of the present book is that it is based on integral representation formulae and nonlinear potentials, which have not been widely investigated so far. This approach can also be used to tackle higher order differential equations. The book will appeal to graduate students interested in analysis, researchers in pure and applied mathematics, and engineers who work with partial differential equations. Readers will require only a basic knowledge of functional analysis, measure theory and Sobolev spaces.

Written in a clear and lively tone, Statistics Using IBM SPSS provides a data-centric approach to statistics with integrated SPSS (version 22) commands, ensuring that students gain both a deep conceptual understanding of statistics and practical facility with the leading statistical software package. With one hundred worked examples, the textbook guides students through statistical practice using real data and avoids complicated mathematics. Numerous end-of-chapter exercises allow students to apply and test their understanding of chapter topics, with detailed answers available online. The third edition has been updated throughout and includes a new chapter on research design, new topics (including weighted mean, resampling with the bootstrap, the role of the syntax file in workflow management, and regression to the mean) and new examples and exercises. Student learning is supported by a rich suite of online resources, including answers to end-of-chapter exercises, real data sets, Power

For many students, the experience of learning about and using qualitative methods can be bewildering. This book is an accessible step-by-step guide to conducting interview-based qualitative research projects. The authors discuss the 'hows' and 'whys' of qualitative research, showing readers the practices as well as the principles behind them. The book first describes how to formulate research questions suited to qualitative inquiry. It then discusses in detail how to select and invite research participants into a study and how to design and carry out good interviews. It next presents several ways to analyze interviews and provides readers with many worked examples of analyses. It also discusses how to synthesize findings and how to present them. Doing Interview-based Qualitative Research equips readers in disciplines such as psychology, sociology, education, counseling, nursing, and public health with the knowledge and skills necessary to embark on their own projects.

For many students, the experience of learning about and using qualitative methods can be bewildering. This book is an accessible step-by-step guide to conducting interview-based qualitative research projects. The authors discuss the 'hows' and 'whys' of qualitative research, showing readers the practices as well as the principles behind them. The book first describes how to formulate research questions suited to qualitative inquiry. It then discusses in detail how to select and invite research participants into a study and how to design and carry out good interviews. It next presents several ways to analyze interviews and provides readers with many worked examples of analyses. It also discusses how to synthesize findings and how to present them. Doing Interview-based Qualitative Research equips readers in disciplines such as psychology, sociology, education, counseling, nursing, and public health with the knowledge and skills necessary to embark on their own projects.

Over the last twenty years, genome-wide association studies (GWAS) have revealed a great deal about the genetic basis of a wide range of complex diseases and they will undoubtedly continue to have a broad impact as we move to an era of personalised medicine. This authoritative text, written by leaders and innovators from both academia and industry, covers the basic science as well as the clinical, biotechnological and pharmaceutical potential of these methods. With special emphasis given to highlighting pharmacogenomics and population genomics studies using next-generation technology approaches, this is the first book devoted to combining association studies with single nucleotide polymorphisms, copy number variants, haplotypes and expressed quantitative trait loci. A reliable guide for newcomers to the field as well as for experienced scientists, this is a unique resource for anyone interested in how the revolutionary power of genomics can be applied to solve problems in complex disea

Using Figurative Language presents results from a multidisciplinary decades-long study of figurative language that addresses the question, 'Why don't people just say what they mean?' This research empirically investigates goals speakers or writers have when speaking (writing) figuratively, and concomitantly, meaning effects wrought by figurative language usage. These 'pragmatic effects' arise from many kinds of figurative language including metaphors (e.g. 'This computer is a dinosaur'), verbal irony (e.g. 'Nice place you got here'), idioms (e.g. 'Bite the bullet'), proverbs (e.g. 'Don't put all your eggs in one basket') and others. Reviewed studies explore mechanisms - linguistic, psychological, social and others - underlying pragmatic effects, some traced to basic processes embedded in human sensory, perceptual, embodied, cognitive, social and schematic functioning. The book should interest readers, researchers and scholars in fields beyond psychology, linguistics and philosophy that

Many key phenomena in physics and engineering are described as singularities in the solutions to the differential equations describing them. Examples covered thoroughly in this book include the formation of drops and bubbles, the propagation of a crack and the formation of a shock in a gas. Aimed at a broad audience, this book provides the mathematical tools for understanding singularities and explains the many common features in their mathematical structure. Part I introduces the main concepts and techniques, using the most elementary mathematics possible so that it can be followed by readers with only a general background in differential equations. Parts II and III require more specialised methods of partial differential equations, complex analysis and asymptotic techniques. The book may be used for advanced fluid mechanics courses and as a complement to a general course on applied partial differential equations.

Many key phenomena in physics and engineering are described as singularities in the solutions to the differential equations describing them. Examples covered thoroughly in this book include the formation of drops and bubbles, the propagation of a crack and the formation of a shock in a gas. Aimed at a broad audience, this book provides the mathematical tools for understanding singularities and explains the many common features in their mathematical structure. Part I introduces the main concepts and techniques, using the most elementary mathematics possible so that it can be followed by readers with only a general background in differential equations. Parts II and III require more specialised methods of partial differential equations, complex analysis and asymptotic techniques. The book may be used for advanced fluid mechanics courses and as a complement to a general course on applied partial differential equations.

The third edition of this successful text describes and evaluates a range of widely used numerical methods, with an emphasis on problem solving. Every method is discussed thoroughly and illustrated with problems involving both hand computation and programming. MATLAB® M-files accompany each method and are available on the book's web page. Code is made simple and easy to understand by avoiding complex book-keeping schemes, while maintaining the essential features of the method. The third edition features a new chapter on Euler's method, a number of new and improved examples and exercises, and programs which appear as function M-files. Numerical Methods in Engineering with MATLAB®, 3rd edition is a useful resource for both graduate students and practicing engineers.