Mathematics of Discrete Structures for Computer Science

AN INSTANTNEW YORK TIMESAND INDIE BESTSELLER!Infinity Alchemistis a spellbinding fantasy novel about a quest that leads three young alchemists toward dangerous truth, legendary love, and extraordinary power.With their signature "prowess" (FIYAH) and "unbridled creativity" (New York Times Book Review), acclaimed author Kacen Callender turns their formidable skill to young adult fantasy for the first time.The hardcover edition features a beautiful jacket with gold foil and a foil case stamp, an in-world map, and special illustrated endpaper.For Ash Woods, practicing alchemy is a crime.Only an elite few are legally permitted to study the science of magic―so when Ash is rejected by Lancaster College of Alchemic Science, he takes a job as the school’s groundskeeper instead, forced to learn alchemy in secret.When he’s discovered by the condescending and brilliant apprentice Ramsay Thorne, Ash is sure he's about to be arrested―but instead of calling the reds, Ramsay surprises Ash by making hi

Just as Teaming with Microbes introduced readers to the soil food web, Teaming with Bacteria will introduce the latest research on endophytic bacteria and rhizophagy―discoveries that have profound implications for the practices of home gardeners and small-scale growers.In Teaming with Microbes, Jeff Lowenfels revealed the fascinating facts around the soil food web, all the tiny organisms that live in soil and aid a plants growth. In Teaming with Nutrients, he explored how those organisms aid in the uptake of nutrients. And in Teaming with Fungi, he detailed the symbiotic relationship between plants and fungi―the most important organism living in the soil. In his new book Teaming with Bacteria, Lowenfels digs into the new science behind how endophytic bacteria supply nutrients to a large array of plants and explains, in accessible language, how this information applies to home gardeners, small-scale farmers, and cannabis growers. Based on cutting-edge science that will help gardeners in

With its emphasis on emerging and cutting-edge debates in the study of comparative constitutional law and politics, its suitability for both research and teaching use, and its distinguished and diverse cast of contributors, this handbook is a must-have for scholars and instructors alike. This versatile volume combines the depth and rigor of a scholarly reference work with features for teaching in law and social science courses. Its interdisciplinary case-study approach provides political and historical as well as legal context: each modular chapter offers an overview of a topic and a jurisdiction, followed by a case study that simultaneously contextualizes both. Its forward-looking and highly diverse selection of topics and jurisdictions fills gaps in the literature on the Global South as well as the West. A timely section on challenges to liberal constitutional democracy addresses pressing concerns about democratic backsliding and illiberal and/or authoritarian regimes.

The concept of gravity provides a natural phenomenon that is simultaneously obvious and obscure; we all know what it is, but rarely question why it is. The simple observation that 'what goes up must come down' contrasts starkly with our current scientific explanation of gravity, which involves challenging and sometimes counterintuitive concepts. With such extremes between the plain and the perplexing, gravity forces a sharp focus on scientific method. Following the history of gravity from Aristotle to Einstein, this clear account highlights the logic of scientific method for non-specialists. Successive theories of gravity and the evidence for each are presented clearly and rationally, focusing on the fundamental ideas behind them. Using only high-school level algebra and geometry, the author emphasizes what the equations mean rather than how they are derived, making this accessible for all those curious about gravity and how science really works.

This textbook provides students with a complete working knowledge of the properties of imperfections in crystalline solids. Readers will learn how to apply the fundamental principles of mechanics and thermodynamics to defect properties in materials science, gaining all the knowledge and tools needed to put this into practice in their own research. Beginning with an introduction to defects and a brief review of basic elasticity theory and statistical thermodynamics, the authors go on to guide the reader in a step-by-step way through point, line, and planar defects, with an emphasis on their structural, thermodynamic, and kinetic properties. Numerous end-of-chapter exercises enable students to put their knowledge into practice, and with solutions for instructors and MATLAB® programs available online, this is an essential text for advanced undergraduate and introductory graduate courses in crystal defects, as well as being ideal for self-study.

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

A contemporary of William Shakespeare and Ben Jonson, Christopher Marlowe was one of the most influential early modern dramatists, whose life and mysterious death have long been the subject of critical and popular speculation. This collection sets Marlowe's plays and poems in their historical context, exploring his world and his wider cultural influence. Chapters by leading international scholars discuss both his major and lesser-known works. Divided into three sections, 'Marlowe's works', 'Marlowe's world', and 'Marlowe's reception', the book ranges from Marlowe's relationship with his own audience through to adaptations of his plays for modern cinema. Other contexts for Marlowe include history and politics, religion and science. Discussions of Marlowe's critics and Marlowe's appeal today, in performance, literature and biography, show how and why his works continue to resonate; and a comprehensive further reading list provides helpful suggestions for those who want to find out more.

A contemporary of William Shakespeare and Ben Jonson, Christopher Marlowe was one of the most influential early modern dramatists, whose life and mysterious death have long been the subject of critical and popular speculation. This collection sets Marlowe's plays and poems in their historical context, exploring his world and his wider cultural influence. Chapters by leading international scholars discuss both his major and lesser-known works. Divided into three sections, 'Marlowe's works', 'Marlowe's world', and 'Marlowe's reception', the book ranges from Marlowe's relationship with his own audience through to adaptations of his plays for modern cinema. Other contexts for Marlowe include history and politics, religion and science. Discussions of Marlowe's critics and Marlowe's appeal today, in performance, literature and biography, show how and why his works continue to resonate; and a comprehensive further reading list provides helpful suggestions for those who want to find out more.

This book provides a thorough grounding in the science and economics of climate policy issues and draws key lessons from the longer experiences of central banks in grappling with related challenges. Findings and controversies of climate history and the effects of human activities on climate are reviewed. The author describes similarities in risk management approaches for climate and monetary policy. Overall goals and frameworks for addressing climate change risks are assessed. Command-and-control and market-based options are compared (including performance standards, taxes and cap-and-trade). Market-based approaches sometimes require a choice between prices and quantities as policy instruments. However, the author discusses how techniques of central bank interest rate management can be adapted in a hybrid climate policy approach to achieve environmental goals while making carbon prices predictable and also ensuring well-functioning carbon markets. Key lessons are offered for improving

Human conflict - from family feuds, to labor strikes, to national warfare - is an ever-present and universal social problem and the methods to manage it, a challenge for everyone, from average citizens to policymakers and social theorists. Using Conflict Theory will educate students about how, under what conditions, and why conflict erupts, and how it can be managed. It is a unique classroom book blending theory and practical application and the first to bridge for students the science of social theory and the art of practice. The authors extract from classical sociological theory (Marx, Dahrendorf, Weber, Durkheim, and Parsons), and interpret for the student how these theoretical perspectives have contributed to understanding social conflict (its sources, the causes of escalation and de-escalation of violence, the negotiations process). The perspectives of contemporary theorists (such as Randall Collins, James Coleman, Joseph Himes, Hubert Blalock) are also brought to bear on these q

Human conflict - from family feuds, to labor strikes, to national warfare - is an ever-present and universal social problem and the methods to manage it, a challenge for everyone, from average citizens to policymakers and social theorists. Using Conflict Theory will educate students about how, under what conditions, and why conflict erupts, and how it can be managed. It is a unique classroom book blending theory and practical application and the first to bridge for students the science of social theory and the art of practice. The authors extract from classical sociological theory (Marx, Dahrendorf, Weber, Durkheim, and Parsons), and interpret for the student how these theoretical perspectives have contributed to understanding social conflict (its sources, the causes of escalation and de-escalation of violence, the negotiations process). The perspectives of contemporary theorists (such as Randall Collins, James Coleman, Joseph Himes, Hubert Blalock) are also brought to bear on these q

Interpreting Kuhn provides a comprehensive, up-to-date study of Thomas Kuhn's philosophy and legacy. With twelve essays newly written by an international group of scholars, it covers a wide range of topics where Kuhn had an influence. Part I deals with foundational issues such as Kuhn's metaphysical assumptions, his relationship to Kant and Kantian philosophy, as well as contextual influences on his writing, including Cold War psychology and art. Part II tackles three Kuhnian concepts: normal science, incommensurability, and scientific revolutions. Part III deals with the Copernican Revolution in astronomy, the theory-ladenness of observation, scientific discovery, Kuhn's evolutionary analogies, and his theoretical monism. The volume is an ideal resource for advanced students seeking an overview of Kuhn's philosophy, and for specialists following the development of Kuhn scholarship.

How do we think about what we plan to do? One dominant answer is that we select the best possible option available. However, a growing number of philosophers would offer a different answer: since we are not equipped to maximize we often choose the next best alternative, one that is no more than satisfactory. This strategy choice is called satisficing (a term coined by the economist Herb Simon). This collection of essays explores both these accounts of practical reason, examining the consequences for adopting one or the other for moral theory in general and the theory of practical rationality in particular. It aims to address a constituency larger than contemporary moral philosophers and bring these questions to the attention of those interested in the applications of decision theory in economics, psychology and political science.

How do we think about what we plan to do? One dominant answer is that we select the best possible option available. However, a growing number of philosophers would offer a different answer: since we are not equipped to maximize we often choose the next best alternative, one that is no more than satisfactory. This strategy choice is called satisficing (a term coined by the economist Herb Simon). This collection of essays explores both these accounts of practical reason, examining the consequences for adopting one or the other for moral theory in general and the theory of practical rationality in particular. It aims to address a constituency larger than contemporary moral philosophers and bring these questions to the attention of those interested in the applications of decision theory in economics, psychology and political science.

'Maths at its most playful and multifarious' Jordan EllenbergMatt Parker, author of the No.1 bestseller Humble Pi, takes us on a riotous journey through the possibilities of numbers Mathematician Matt Parker uses bizarre Klein Bottles, unimaginably small pizza slices, knots no one can untie and computers built from dominoes to reveal some of the most exotic and fascinating ideas in mathematics. Starting with simple numbers and algebra, this book goes on to deal with inconceivably big numbers in more dimensions than you ever knew existed. And always with something for you to make or do along the way.'The book oozes with sheer joy' New Scientist'Matt Parker is some sort of unholy fusion of a prankster, wizard and brilliant nerd - clever, funny and ever so slightly naughty' Adam Rutherford, author of Creation'Matt Parker never got the memo about maths being boring ... he seeks to reconnect us to the numbers around us' Simon Usborne, Independent'Essential reading' Observer

Innovation is widely held to be a central concern of economic policy and a key element in the transformation of the economy. This book, first published in 1993, illustrates the connections between innovation, policy and law and shows the ways in which the law can work as a key instrument of innovation policy. A cross-disciplinary study, it considers the ways in which the law has accommodated innovation, and the ways in which a legal framework for facilitating and managing new technologies has developed. As well as canvassing broad theoretical issues, the book presents a number of case studies. These include: intellectual property: patents and living organisms: copyright and computer software: competition and trade: competition law and foreign investment review: and government sponsorship and entrepreneurship: direct grants and tax concessions: telecommunications licensing. Innovation, Policy and Law examines issues in public and industrial policy from the viewpoint of legal studies. Th

To celebrate a heritage rich in unique, exuberant, and iconic design from Christian Lacroix stationery and gift, the house reintroduces some of the most beloved artwork on our most popular gift items. The Christian Lacroix Heritage Collection Rêveries 1000 Piece Double-Sided Panoramic Puzzle features a rectangular landscape illustration with white domed structures, lush greenery, flowers and fantastical animals on one side and Lacroix's iconic Groussay leaf pattern in green. Christian Lacroix puzzles are packaged in stylish matte-finish sturdy boxes, perfect for gifting, reuse, and storage.• 1000 Pieces Double-Sided, Ribbon Cut• Puzzle Size: 39 x 13.93", 990 x 354mm• Box Size: 14 x 5 x 2.75", 355 x 127 x 70mm• Includes double-sided insert with both puzzle images• Minimal Puzzle Dust

The study of metaphor is now firmly established as a central topic within cognitive science and the humanities. We marvel at the creative dexterity of gifted speakers and writers for their special talents in both thinking about certain ideas in new ways, and communicating these thoughts in vivid, poetic forms. Yet metaphors may not only be special communicative devices, but a fundamental part of everyday cognition in the form of 'conceptual metaphors'. An enormous body of empirical evidence from cognitive linguistics and related disciplines has emerged detailing how conceptual metaphors underlie significant aspects of language, thought, cultural and expressive action. Despite its influence and popularity, there have been major criticisms of conceptual metaphor. This book offers an evaluation of the arguments and empirical evidence for and against conceptual metaphors, much of which scholars on both sides of the wars fail to properly acknowledge.

The study of metaphor is now firmly established as a central topic within cognitive science and the humanities. We marvel at the creative dexterity of gifted speakers and writers for their special talents in both thinking about certain ideas in new ways, and communicating these thoughts in vivid, poetic forms. Yet metaphors may not only be special communicative devices, but a fundamental part of everyday cognition in the form of 'conceptual metaphors'. An enormous body of empirical evidence from cognitive linguistics and related disciplines has emerged detailing how conceptual metaphors underlie significant aspects of language, thought, cultural and expressive action. Despite its influence and popularity, there have been major criticisms of conceptual metaphor. This book offers an evaluation of the arguments and empirical evidence for and against conceptual metaphors, much of which scholars on both sides of the wars fail to properly acknowledge.

Black holes, once considered to be of purely theoretical interest, play an important role in observational astronomy and a range of astrophysical phenomena. This volume is based on a meeting held at the Space Telescope Science Institute, which explored the many aspects of black hole astrophysics. Written by world experts in areas of stellar-mass, intermediate-mass and supermassive black holes, these review papers provide an up-to-date overview of developments in this field. Topics discussed range from black hole entropy and the fate of information to supermassive black holes at the centers of galaxies, and from the possibility of producing black holes in collider experiments to the measurements of black hole spins. This is an invaluable resource for researchers currently working in the field, and for graduate students interested in this active and growing area of research.

A fascinating study of the ways in which the consumption of luxury goods transformed social practices, gender roles, royal policies, and the economy in seventeenth-century England. Linda Levy Peck charts the development of new ways of shopping; new aspirations and identities shaped by print, continental travel, and trade to Asia, Africa, the East and West Indies; new building, furnishing, and collecting; and the new relationship of technology, luxury and science. As contemporaries eagerly appropriated and copied foreign material culture, the expansion of luxury consumption continued across the usual divide of the Civil War and the Interregnum and helped to propel England from the margins to the center of European growth and innovation. Her findings show for the first time the seventeenth-century origins of consumer society and she offers the reader a novel framework for the history of seventeenth-century England.

Want to kill it at your job interview in the tech industry? Want to win that coding competition? Learn all the algorithmic techniques and programming skills you need from two experienced coaches, problem setters, and jurors for coding competitions. The authors highlight the versatility of each algorithm by considering a variety of problems and show how to implement algorithms in simple and efficient code. Readers can expect to master 128 algorithms in Python and discover the right way to tackle a problem and quickly implement a solution of low complexity. Classic problems like Dijkstra's shortest path algorithm and Knuth-Morris-Pratt's string matching algorithm are featured alongside lesser known data structures like Fenwick trees and Knuth's dancing links. The book provides a framework to tackle algorithmic problem solving, including: Definition, Complexity, Applications, Algorithm, Key Information, Implementation, Variants, In Practice, and Problems. Python code included in the book

The nature/nurture question is an age-old problem. Beyond Evolutionary Psychology deals with the relation between culture, evolution, psychology and emotion, based both in the underlying biology, determined by our evolutionary heritage, and in the interaction of our brain with the physical, ecological and social environment, based in the key property of brain plasticity. Ellis and Solms show how the brain structures that underlie cognition and behaviour relate to each other through developmental processes guided by primary emotional systems. This makes very clear which brain modules are innate or 'hard-wired', and which are 'soft-wired' or determined through environmental interactions. The key finding is that there can be no innate cognitive modules in the neocortex, as this is not possible on both developmental and genetic grounds; in particular there can be no innate language acquisition device. This is essential reading for students and scholars of evolutionary psychology and evolut

The nature/nurture question is an age-old problem. Beyond Evolutionary Psychology deals with the relation between culture, evolution, psychology and emotion, based both in the underlying biology, determined by our evolutionary heritage, and in the interaction of our brain with the physical, ecological and social environment, based in the key property of brain plasticity. Ellis and Solms show how the brain structures that underlie cognition and behaviour relate to each other through developmental processes guided by primary emotional systems. This makes very clear which brain modules are innate or 'hard-wired', and which are 'soft-wired' or determined through environmental interactions. The key finding is that there can be no innate cognitive modules in the neocortex, as this is not possible on both developmental and genetic grounds; in particular there can be no innate language acquisition device. This is essential reading for students and scholars of evolutionary psychology and evolut

How can an escalation of conflict lead to negotiation? In this systematic study, Zartman and Faure bring together European and American scholars to examine this important topic and to define the point where the concepts and practices of escalation and negotiation meet. Political scientists, sociologists, social psychologists, and war-making and peace-making strategists, among others, examine the various forms escalation can take and relate them to conceptual advances in the analysis of negotiation. They argue that structures, crises, turning points, demands, readiness and ripeness can often define the conditions where the two concepts can meet and the authors take this opportunity to offer lessons for theory and practice. By relating negotiation to conflict escalation, two processes that have traditionally been studied separately, this book fills a significant gap in the existing knowledge and is directly relevant to the many ongoing conflicts and conflict patterns in the world today.

How can an escalation of conflict lead to negotiation? In this systematic study, Zartman and Faure bring together European and American scholars to examine this important topic and to define the point where the concepts and practices of escalation and negotiation meet. Political scientists, sociologists, social psychologists, and war-making and peace-making strategists, among others, examine the various forms escalation can take and relate them to conceptual advances in the analysis of negotiation. They argue that structures, crises, turning points, demands, readiness and ripeness can often define the conditions where the two concepts can meet and the authors take this opportunity to offer lessons for theory and practice. By relating negotiation to conflict escalation, two processes that have traditionally been studied separately, this book fills a significant gap in the existing knowledge and is directly relevant to the many ongoing conflicts and conflict patterns in the world today.

This book is a major contribution to decision theory, focusing on the question of when it is rational to accept scientific theories. The author examines both Bayesian decision theory and confirmation theory, refining and elaborating the views of Ramsey and Savage. He argues that the most solid foundation for confirmation theory is to be found in decision theory, and he provides a decision-theoretic derivation of principles for how many probabilities should be revised over time. Professor Maher defines a notion of accepting a hypothesis, and then shows that it is not reducible to probability and that it is needed to deal with some important questions in the philosophy of science. A Bayesian decision-theoretic account of rational acceptance is provided together with a proof of the foundations for this theory. A final chapter shows how this account can be used to cast light on such vexed issues as verisimilitude and scientific realism.

This book is a major contribution to decision theory, focusing on the question of when it is rational to accept scientific theories. The author examines both Bayesian decision theory and confirmation theory, refining and elaborating the views of Ramsey and Savage. He argues that the most solid foundation for confirmation theory is to be found in decision theory, and he provides a decision-theoretic derivation of principles for how many probabilities should be revised over time. Professor Maher defines a notion of accepting a hypothesis, and then shows that it is not reducible to probability and that it is needed to deal with some important questions in the philosophy of science. A Bayesian decision-theoretic account of rational acceptance is provided together with a proof of the foundations for this theory. A final chapter shows how this account can be used to cast light on such vexed issues as verisimilitude and scientific realism.

Mathematics instruction is often more effective when presented in a physical context. Schramm uses this insight to help develop students' physical intuition as he guides them through the mathematical methods required to study upper-level physics. Based on the undergraduate Math Methods course he has taught for many years at Occidental College, the text encourages a symbiosis through which the physics illuminates the math, which in turn informs the physics. Appropriate for both classroom and self-study use, the text begins with a review of useful techniques to ensure students are comfortable with prerequisite material. It then moves on to cover vector fields, analytic functions, linear algebra, function spaces, and differential equations. Written in an informal and engaging style, it also includes short supplementary digressions ('By the Ways') as optional boxes showcasing directions in which the math or physics may be explored further. Extensive problems are included throughout, many t

Maple is a powerful symbolic computation system that is widely used in universities around the world. This short introduction gives readers an insight into the rules that control how the system works, and how to understand, fix, and avoid common problems. Topics covered include algebra, calculus, linear algebra, graphics, programming, and procedures. Each chapter contains numerous illustrative examples, using mathematics that does not extend beyond first-year undergraduate material. Maple worksheets containing these examples are available for download from the author's personal website. The book is suitable for new users, but where advanced topics are central to understanding Maple they are tackled head-on. Many concepts which are absent from introductory books and manuals are described in detail. With this book, students, teachers and researchers will gain a solid understanding of Maple and how to use it to solve complex mathematical problems in a simple and efficient way.

Stochastic partial differential equations can be used in many areas of science to model complex systems that evolve over time. Their analysis is currently an area of much research interest. This book consists of papers given at the ICMS Edinburgh meeting held in 1994 on this topic, and it brings together some of the world's best known authorities on stochastic partial differential equations. Subjects covered include the stochastic Navier–Stokes equation, critical branching systems, population models, statistical dynamics, and ergodic properties of Markov semigroups. For all workers on stochastic partial differential equations this book will have much to offer.

Bringing together work by leading scholars in relevance theory, this volume showcases cutting-edge research within the theory, and demonstrates its influence across a range of fields including linguistics, pragmatics, philosophy of language, literary studies, developmental psychology and cognitive science. Organised into broad thematic strands that represent the latest research and debates, the volume shows the depth of analysis now possible after nearly forty years of intensive work in developing and applying the principles of relevance theory. The breadth of influence of the framework is reflected in the chapters of the volume, in some cases moving beyond the traditional realms of semantics and pragmatics to include discourse analysis, language acquisition, media and education. The volume will be essential reading for researchers in these fields, as well as for those already working within relevance theory or with other pragmatic theories.

Over a career spanning nearly seven decades, Jürgen Habermas - one of the most important European philosophers of the twentieth and twenty-first centuries - has produced a prodigious and influential body of work. In this Lexicon, authored by an international team of scholars, over 200 entries define and explain the key concepts, categories, philosophemes, themes, debates, and names associated with the entire constellation of Habermas's thought. The entries explore the historical, philosophical and social-theoretic roots of these terms and concepts, as well as their intellectual and disciplinary contexts, to build a broad but detailed picture of the development and trajectory of Habermas as a thinker. The volume will be an invaluable resource for students and scholars of Habermas, as well as for other readers in political philosophy, political science, sociology, international relations, cultural studies, and law.

Bringing together work by leading scholars in relevance theory, this volume showcases cutting-edge research within the theory, and demonstrates its influence across a range of fields including linguistics, pragmatics, philosophy of language, literary studies, developmental psychology and cognitive science. Organised into broad thematic strands that represent the latest research and debates, the volume shows the depth of analysis now possible after nearly forty years of intensive work in developing and applying the principles of relevance theory. The breadth of influence of the framework is reflected in the chapters of the volume, in some cases moving beyond the traditional realms of semantics and pragmatics to include discourse analysis, language acquisition, media and education. The volume will be essential reading for researchers in these fields, as well as for those already working within relevance theory or with other pragmatic theories.

Over a career spanning nearly seven decades, Jürgen Habermas - one of the most important European philosophers of the twentieth and twenty-first centuries - has produced a prodigious and influential body of work. In this Lexicon, authored by an international team of scholars, over 200 entries define and explain the key concepts, categories, philosophemes, themes, debates, and names associated with the entire constellation of Habermas's thought. The entries explore the historical, philosophical and social-theoretic roots of these terms and concepts, as well as their intellectual and disciplinary contexts, to build a broad but detailed picture of the development and trajectory of Habermas as a thinker. The volume will be an invaluable resource for students and scholars of Habermas, as well as for other readers in political philosophy, political science, sociology, international relations, cultural studies, and law.

Megaflooding is the sudden discharge of exceptional volumes of water. Megafloods have significantly altered the terrain of Earth and Mars, and may have acted as triggers for climate change on these planets. Recently, research into megaflooding has made important advances: on Earth, real-time measurements of contemporary floods in Iceland complement research into older and larger terrestrial floods, while on Mars terabytes of data from several spacecraft orbiting that planet are dramatically revising our view of flooding there. Beginning with a historical overview of flood science, the book presents sections on morphology and mechanisms, flood sedimentology, and modelling, each illustrated with examples from Earth and Mars. By juxtaposing terrestrial and Martian research, this volume creates a unique synthesis to further our understanding of these enormous paleoflood events. It is an invaluable reference for researchers and students of hydrology, geomorphology, sedimentology and planeta

Megaflooding is the sudden discharge of exceptional volumes of water. Megafloods have significantly altered the terrain of Earth and Mars, and may have acted as triggers for climate change on these planets. Recently, research into megaflooding has made important advances: on Earth, real-time measurements of contemporary floods in Iceland complement research into older and larger terrestrial floods, while on Mars terabytes of data from several spacecraft orbiting that planet are dramatically revising our view of flooding there. Beginning with a historical overview of flood science, the book presents sections on morphology and mechanisms, flood sedimentology, and modelling, each illustrated with examples from Earth and Mars. By juxtaposing terrestrial and Martian research, this volume creates a unique synthesis to further our understanding of these enormous paleoflood events. It is an invaluable reference for researchers and students of hydrology, geomorphology, sedimentology and planeta

This is the first volume of a series of four volumes covering all stages of development of the Calculus, from the last year at school to degree standard. The books are written for students of science and engineering as well as for specialist mathematicians, and are designed to bridge the gap between the works used in schools and more advanced studies, with their emphasis on rigour. This volume is concerned with the basic ideas and applications of differentiation and integration in relation to algebraic and trigonometric functions, but excluding logarithmic and exponential functions. Integration begins on the 'Riemann integral' basis, and the treatment of curves combines accuracy with simplicity, without shirking the awkward problems of sign. Each section has examples; at the end of each chapter there are problems from school-leaving and open scholarship examinations.

With its intuitive yet rigorous approach to machine learning, this text provides students with the fundamental knowledge and practical tools needed to conduct research and build data-driven products. The authors prioritize geometric intuition and algorithmic thinking, and include detail on all the essential mathematical prerequisites, to offer a fresh and accessible way to learn. Practical applications are emphasized, with examples from disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology. Over 300 color illustrations are included and have been meticulously designed to enable an intuitive grasp of technical concepts, and over 100 in-depth coding exercises (in Python) provide a real understanding of crucial machine learning algorithms. A suite of online resources including sample code, data sets, interactive lecture slides, and a solutions manual are provided online, making this an ideal text both for grad

This third edition provides a concise yet approachable introduction to seismic theory, designed as a first course for graduate students or advanced undergraduate students. It clearly explains the fundamental concepts, emphasizing intuitive understanding over lengthy derivations, and outlines the different types of seismic waves and how they can be used to resolve Earth structure and understand earthquakes. New material and updates have been added throughout, including ambient noise methods, shear-wave splitting, back-projection, migration and velocity analysis in reflection seismology, earthquake rupture directivity, and fault weakening mechanisms. A wealth of both reworked and new examples, review questions and computer-based exercises in MATLAB®/Python give students the opportunity to apply the techniques they have learned to compute results of interest and to illustrate Earth's seismic properties. More advanced sections, which are not needed to understand the other material, are fla