Introduction to Computing

Computational learning theory is a subject which has been advancing rapidly in the last few years. The authors concentrate on the probably approximately correct model of learning, and gradually develop the ideas of efficiency considerations. Finally, applications of the theory to artificial neural networks are considered. Many exercises are included throughout, and the list of references is extensive. This volume is relatively self contained as the necessary background material from logic, probability and complexity theory is included. It will therefore form an introduction to the theory of computational learning, suitable for a broad spectrum of graduate students from theoretical computer science and mathematics.

These notes arise from lectures presented in Florence under the auspices of the Accadamia dei Lincee and deal with an area that lies at the crossroads of mathematics and physics. The material presented here rests primarily on the pioneering work of Vaughan Jones and Edward Witten relating polynomial invariants of knots to a topological quantum field theory in 2+1 dimensions. Professor Atiyah here presents an introduction to Witten's ideas from the mathematical point of view. The book will be essential reading for all geometers and gauge theorists as an exposition of new and interesting ideas in a rapidly developing area.

Dr Gaskell's pioneering study of social and economic change in a west Highland parish during the last century has come to be regarded as a classic of local history, a book which raises issues that are still of general and indeed of national importance. But Morvern Transformed is more than a study of history: it is (to quote Professor R. H. Campbell's new Introduction) 'a fascinating portrayal of a way of life which, only a century old, is already as different from the present as it was in its own day from the way of life another century before.'

As in the other Cambridge Bible Commentary volumes, an introduction is followed by the text of the New English Bible translation divided into sections. Each section of the text is followed by the commentary upon it. Canon Robinson shows that 2 Kings is truly a continuation of the story told in the preceding historical books. The narrative now passes to the decline of the kingdoms of Israel and Judah and their territorial absorption into the empires of Assyria and Babylon. The compilers of 2 Kings attributed this downfall to the Hebrews' disregard of the prophets and of the covenant with God.

A new edition of the only story collection compiled by legendary writer, actress, ex-biker, and columnist Cookie Mueller, featuring additional writings.First published in 1991, Walking Through Clear Water in a Pool Painted Black was the only story collection that the legendary writer, actress, ex-biker, and columnist Cookie Mueller compiled in her lifetime. Featuring a new introduction by Olivia Laing and an afterword by the book’s first editor, Chris Kraus, this new edition collects all of Mueller’s fiction, together with her Details magazine columns (1982–1989) and other writings. The additional stories were discovered by Amy Scholder, who edited the anthology Ask Dr. Mueller for High Risk/Serpent’s Tail books in 1996. As Scholder writes in her introduction, the new stories were “written around the same time she wrote the stories in Walking Through Clear Water, but for some reason Cookie decided not to include them. They are darker than most of her other stories; they are the quoti

A gentle introduction to horses will draw both committed horse lovers and those who need a little reassurance before jumping into the saddle.I have a friend named Catherine, and she has a horse named Shannon. “Come and meet her,” Catherine says.A little boy isn’t sure if he likes horses, but his friend Catherine assures him that her horse will like him. Shannon is very big, but she’s beautiful, throwing her head up and looking at him with her dark eyes as if she knows everything there is to know. Catherine patiently teaches the boy how to talk to a horse quietly, how to feed her carrots, how to lead her across a field, even how to blow at her softly to show that he likes her. But is he really ready to climb up on Shannon’s back and take a ride? Facts about horses are sprinkled throughout to satisfy inquisitive readers.

This Element provides an accessible introduction to the contemporary philosophy of causation. It introduces the reader to central concepts and distinctions (type vs token causation, probabilistic vs deterministic causation, difference-making, interventions, overdetermination, pre-emption) and to key tools (structural equations, graphs, probabilistic causal models) drawn upon in the contemporary debate. The aim is to fuel the reader's interest in causation, and to equip them with the resources to contribute to the debate themselves. The discussion is historically informed and outward-looking. 'Historically informed' in that concise accounts of key historical contributions to the understanding of causation set the stage for an examination of the latest research. 'Outward looking' in that illustrations are provided of how the philosophy of causation relates to issues in the sciences, law, and elsewhere. The aim is to show why the study of causation is of critical importance, besides being

The study of pharmacogenetics and pharmacogenomics focuses on how our genes and complex gene systems influence our response to drugs. Recent progress in clinical therapeutics has led to the discovery of new biomarkers that make it technically easier to identify groups of patients which are more or less likely to respond to individual therapies. The aim is to improve personalised medicine - not simply to prescribe the right medicine, but to deliver the right drug at the right dose at the right time. This textbook brings together leading experts to discuss the latest information on how human genetics impacts drug response phenotypes. It presents not only the basic principles of pharmacogenetics, but also clinically valuable examples that cover a broad range of specialties and therapeutic areas. This textbook is an invaluable introduction to pharmacogenetics and pharmacogenomics for health care professionals, medical students, pharmacy students, graduate students and researchers in the bi

Using a wide range of archival and written sources, Rudi Matthee considers the economic, social and political networks established between Iran, its neighbours and the world at large, through the prism of the late Safavid silk trade. In so doing, he demonstrates how silk, a resource crucial to state revenue and the only commodity to span Iran's entire economic activity, was integral to aspects of late Safavid society, including its approach to commerce, export routes and, importantly, to the political and economic problems which contributed to its collapse in the early 1700s. In a challenge to traditional scholarship, the author argues that despite the introduction of a maritime, western-dominated channel, Iran's traditional land-based silk export continued to expand right up to the end of the seventeenth century. The book makes a major theoretical contribution to the debates on the social and economic history of the pre-modern world.

Some things you can give and not lose any, like happiness, love and colour. In Elmer the patchwork elephant's chunky, rainbow-shaped board book, Elmer helps the animals put the colours back into a mysterious pale rainbow by giving some of his own colours away in an act of kindness and love. A perfect introduction to the classic Elmer and the Rainbow story for the very youngest readers, with an abridged text of the best-loved tale.

Help your little one dream big with a Little Golden Book biography about Diana, the Princess of Wales. Little Golden Book biographies are the perfect introduction to nonfiction for young readers—as well as fans of all ages!This Little Golden Book about Princess Diana--the "People's Princess" whose charity work and kindness made her popular throughout the world--is an inspiring read-aloud for young readers.Look for more Little Golden Book biographies:Queen Elizabeth IIAudrey HepburnElton JohnJulie AndrewsOprah Winfrey

Carefully and faithfully edited by "one of our most astute commentators on Hobbes's political theory" (Jeremy Waldron), the Norton Library edition of Leviathan features the complete text of the work, with spelling and punctuation thoughtfully modernised and archaic terms helpfully annotated throughout. An introduction by Kinch Hoekstra situates the work in its historical and intellectual context to prepare students for their first serious encounter with "the greatest single work of political thought in the English language" (John Rawls).

Originally published in 1932 as part of the Cambridge Plain Texts series, this volume contains the substance of two Easter sermons by Anglican bishop and scholar Lancelot Andrewes (1555–1626). The texts display the characteristic intelligence and clarity of Andrewes's sermons, qualities which have made them an abiding influence in both non-secular and secular contexts. An editorial introduction is also included. This book will be of value to anyone with an interest in Andrewes and his works.

Chinese arts and crafts enjoy a unique reputation in the history of material culture and civilisation. For several thousand years, crafts have echoed the rhythm of daily life in China. From rural society to the imperial court, these crafts have served a practical purpose, constantly evolving with changes in lifestyle. In this illustrated introduction Hang Jian and Guo Qiuhui discuss the colorful history and development of distinctive Chinese crafts, including ceramics, furniture, clothing and decorative arts.

China is world renowned as the homeland of tea planting, production and drinking. In this illustrated introduction Liu Tong provides a fascinating insight into the ancient culture of Chinese tea, the trade, tradition, literature, philosophy and ceremony associated with tea in China and its popularisation around the world. Chinese Tea will appeal to all those with an interest in Chinese history and culture, and will be thought-provoking reading for the many tea drinkers found throughout the world.

Published in 1898 as part of the Cambridge Elementary Classics series, this edition of the fourth book of Xenophon's Anabasis was originally intended for use in schools. Edited by G. M. Edwards, the volume contains substantial supplementary material to assist with the Greek text, including an English introduction covering the seven books of the Anabasis and the life of Xenophon, textual notes, a substantial glossary, and indices for the proper names and grammatical constructions found in the work.

This book, first published in 1982, presents a comprehensive introduction to studies of the singular chemical and physical properties of chiral molecules, both organic and inorganic. The topics discussed include the physical basis of the optical activity and the selective interactions of chiral molecules, and the general principles underlying enantiomer separation and asymmetric synthesis. In addition, the successive stages in the development of structural theory that were dependent upon the study of optically active materials are briefly surveyed.

簡介 少林炮拳古稱炮捶，是少林寺秘不外傳的精華套路，有「諸拳之王」之稱。因出拳威猛如發炮，拳勢動作多以炮為名，故名炮拳，本套路由45動作組成，適合有一定少林拳基礎者演練。 Brief Introduction to the Routine Cannon Boxing Shaolin Cannon boxing, anciently named cannon pound

This anthology is intended for advanced undergraduates and graduate students in such disciplines as philosophy, psychology, economics, and political science. It includes twenty-one selections falling under three main categories: individual decision theory; game theory and group decision-making; reasons, desires and intentionality. All the pieces have been published before in journals and have proven long term importance to theoretical work in rational action. The volume includes a general introduction on decision theory and a topical bibliography.

The updated 9th edition of "Chemical Principles" is a rigorous but understandable introduction to chemistry that will help you learn to think like a chemist and solve problems creatively. Now available in WebAssign, the most powerful online learning system for chemistry, the text features a wide range of tools that will help you succeed in chemistry.The text teaches students to think like chemists, emphasizing creative problem solving and applying mathematical skills to go beyond simple algorithms.Assignments in WebAssign help students master core concepts and understand their mistakes with textbook problems, answer-specific feedback, solution videos and more.Skill-building ChemWork problems — available in WebAssign — support students through the problem-solving process with guidance similar to what an instructor might offer in office hours.Marathon problems, designed to challenge students, are the capstone of each chapter. They ask students to reason through complex problems and elici

Presenting students with a comprehensive and efficient approach to the modelling, simulation, and analysis of dynamic systems, this textbook addresses mechanical, electrical, thermal and fluid systems, feedback control systems, and their combinations. It features a robust introduction to fundamental mathematical prerequisites, suitable for students from a range of backgrounds; clearly established three-key procedures – fundamental principles, basic elements, and ways of analysis – for students to build on in confidence as they explore new topics; over 300 end-of-chapter problems, with solutions available for instructors, to solidify a hands-on understanding; and clear and uncomplicated examples using MATLAB®/Simulink® and Mathematica®, to introduce students to computational approaches. With a capstone chapter focused on the application of these techniques to real-world engineering problems, this is an ideal resource for a single-semester course in dynamic systems for students in mechan

Reaching net zero emissions will not be the end of the climate struggle, but only the end of the beginning. For centuries thereafter, temperatures will remain elevated; climate damages will continue to accrue and sea levels will continue to rise. Even the urgent and utterly essential task of reaching net zero cannot be achieved rapidly by emissions reductions alone. To hasten net zero and minimize climate damages thereafter, we will also need massive carbon removal and storage. We may even need to reduce incoming solar radiation in order to lower unacceptably high temperatures. Such unproven and potentially risky climate interventions raise mind-blowing questions of governance and ethics. Pandora's Toolbox offers readers an accessible and authoritative introduction to both the hopes and hazards of some of humanity's most controversial technologies, which may nevertheless provide the key to saving our world.

Chemical Oceanography: Element Fluxes in the Sea focuses on the use of chemical distributions to understand mechanisms of physical, chemical, biological, and geological processes in the ocean. After an introduction describing observed chemical concentrations, chapters focus on using chemical tracers to determine fluxes on a variety of time scales. Long-term chemical cycles are dominated by exchanges between seawater and land, sediments, and underwater volcanoes. Biological and ocean mixing processes dominate internal chemical cycles that respond to changes on hundred- to thousand-year time scales. Stable and radioactive isotopes trace the fluxes of nutrients and carbon to quantify the rates and mechanisms of chemical cycles. Anthropogenic influences - which have grown to be of the same magnitude as some natural cycles - are a specific focus throughout the book. Discussion boxes and quantitative problems help instructors to deepen student learning. Appendices enhance the book's utility

This book serves as a practical guide for mental health practitioners working with children and adolescents with chronic medical concerns. It provides key information on current research and the theoretical foundations underlying many evidence-based assessments and interventions. Based on the current literature, readers are given empirically grounded practical guidance on how to assess patients, implement key clinical interventions, and navigate clinical dilemmas that may arise in different situations. The book covers common issues specific to working with young children, school aged-children, and adolescents, as well as particular medical conditions, and how to conceptualize and treat these concerns. Reproducible worksheets are provided to help clinicians apply what they learn to their clinical practice and to better manage common challenges. This readable book will be an invaluable introduction to the junior clinician, as well as a handy resource for the experienced practitioner, who

The third edition of Early Childhood Curriculum provides a comprehensive and accessible introduction to curriculum theories and approaches in early childhood and early primary settings. Drawing on a cultural-historical framework for education, the text explores a variety of approaches to learning and teaching and equips readers with the tools to effectively plan, design and implement curriculum strategies. Thoroughly revised and updated, this edition features up-to-date coverage of national curriculum documents, including the Early Years Learning Framework and Te Whāriki, and expanded content on play-based curriculum, assessment and documentation. Key domain areas of the curriculum are explored in depth and have been revised to include updated discussions of environmental factors, digital knowledge and multiliteracies. Each chapter is enriched with learning intentions, definitions of key terms, reflection points, links to current curriculum documents and illustrative case studies to he

The magnetotelluric (MT) method, a technique for probing the electrical conductivity structure of the Earth, is increasingly used both in applied geophysics and in basic research. This book, first published in 2005, goes into detail on practical aspects of applying the MT technique. Beginning with the basic principles of electromagnetic induction in the Earth, this introduction to magnetotellurics aims to guide students and researchers in geophysics and other areas of Earth science through the practical aspects of the MT method: from planning a field campaign, through data processing and modelling, to tectonic and geodynamic interpretation. The book will be of use to graduate-level students and researchers who are embarking on a research project involving MT; to lecturers preparing courses on MT; and to geoscientists involved in multi-disciplinary research projects who wish to incorporate MT results in their interpretations.

Advanced information technology infrastructure is increasingly being employed in the Earth sciences to provide researchers with efficient access to massive central databases and to integrate diversely formatted information from a variety of sources. These geoinformatics initiatives enable manipulation, modeling and visualization of data in a consistent way, and are helping to develop integrated Earth models at various scales, and from the near surface to the deep interior. This book uses a series of case studies to demonstrate computer and database use across the geosciences. Chapters are thematically grouped into sections that cover data collection and management; modeling and community computational codes; visualization and data representation; knowledge management and data integration; and web services and scientific workflows. Geoinformatics is a fascinating and accessible introduction to this emerging field for readers across the solid Earth sciences and an invaluable reference fo

This fully revised, updated and reorganised third edition provides a thorough introduction to the characterisation techniques used in surface science and nanoscience today. Each chapter brings together and compares the different techniques used to address a particular research question, including how to determine the surface composition, surface structure, surface electronic structure, surface microstructure at different length scales (down to sub-molecular), and the molecular character of adsorbates and their adsorption or reaction properties. Readers will easily understand the relative strengths and limitations of the techniques available to them and, ultimately, will be able to select the most suitable techniques for their own particular research purposes. This is an essential resource for researchers and practitioners performing materials analysis, and for senior undergraduate students looking to gain a clear understanding of the underlying principles and applications of the differ

Learn to master basic programming tasks from scratch with real-life scientifically relevant examples and solutions drawn from both science and engineering. Students and researchers at all levels are increasingly turning to the powerful Python programming language as an alternative to commercial packages and this fast-paced introduction moves from the basics to advanced concepts in one complete volume, enabling readers to quickly gain proficiency. Beginning with general programming concepts such as loops and functions within the core Python 3 language, and moving onto the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualisation, this textbook also discusses the use of IPython notebooks to build rich-media, shareable documents for scientific analysis. Including a final chapter introducing challenging topics such as floating-point precision and algorithm stability, and with extensive online resources to support advanced study, this textbook represents a targe

This introduction to the politics of the European Union uses the lens of comparative politics to explore the history, theories, institutions, key participants, policies and policy making of the EU. The comparative approach enables students to use their knowledge of domestic politics and broader debates in political science to better understand the EU. Numerous real-world examples guide students through the material, and chapter briefings, fact files and controversy boxes highlight important information and controversial issues in EU politics to widen and deepen student understanding. The second edition has been updated throughout to reflect the results of the 2014 European elections, and new material has been added on the Economic and Monetary Union and the Common Foreign and Security Policy. A companion website features free 'Navigating the EU' exercises to guide students in their analysis of EU policy making.

This introduction to the politics of the European Union uses the lens of comparative politics to explore the history, theories, institutions, key participants, policies and policy making of the EU. The comparative approach enables students to use their knowledge of domestic politics and broader debates in political science to better understand the EU. Numerous real-world examples guide students through the material, and chapter briefings, fact files and controversy boxes highlight important information and controversial issues in EU politics to widen and deepen student understanding. The second edition has been updated throughout to reflect the results of the 2014 European elections, and new material has been added on the Economic and Monetary Union and the Common Foreign and Security Policy. A companion website features free 'Navigating the EU' exercises to guide students in their analysis of EU policy making.

Advanced information technology infrastructure is increasingly being employed in the Earth sciences to provide researchers with efficient access to massive central databases and to integrate diversely formatted information from a variety of sources. These geoinformatics initiatives enable manipulation, modeling and visualization of data in a consistent way, and are helping to develop integrated Earth models at various scales, and from the near surface to the deep interior. This book uses a series of case studies to demonstrate computer and database use across the geosciences. Chapters are thematically grouped into sections that cover data collection and management; modeling and community computational codes; visualization and data representation; knowledge management and data integration; and web services and scientific workflows. Geoinformatics is a fascinating and accessible introduction to this emerging field for readers across the solid Earth sciences and an invaluable reference fo

The best alternative to chemical control is often seen as being biological control - the introduction of natural enemies in areas where foreign pests become abundant. However, biological control alone is not always sufficient to maintain pest populations under a tolerable level; and it is necessary to learn how to make it compatible with other methods of control, and in particular with chemicals, in integrated control programs. Data on these important aspects was collected and elaborated over a period of seven to eight years and synthesized in this volume, which was originally published in 1976. The data relates to five groups of species recognized as main agricultural pests over vast areas of developing countries. It shows how complex the interrelationships between microorganisms are how much research effort has to be invested in such disciplines as systematics, physiology, ethnology and ecology for their understanding.

Minimally invasive or laparoscopic surgery is becoming increasingly commonplace, as technology has enabled a minimally invasive approach to be offered as a feasible alternative to conventional open surgery for a number of important surgical procedures. This comprehensive, but concise and practically oriented introduction to the subject was first published in 2004 and will be of value to all anaesthetists with an interest in minimally invasive techniques. It begins by covering the key aspects of basic physiology, moves on to patient preparation and positioning, monitoring, the anaesthetic procedures themselves (including possible complications and contraindications and easy-to-follow 'how to' guides for a number of key procedures) and, finally, post-operative pain. Written by a leading expert in the field, from a well-known European centre of excellence, it is essential reading for anaesthetists and intensivists at all levels of expertise.

The publications of the Hakluyt Society (founded in 1846) made available edited (and sometimes translated) early accounts of exploration. The first series, which ran from 1847 to 1899, consists of 100 books containing published or previously unpublished works by authors from Christopher Columbus to Sir Francis Drake, and covering voyages to the New World, to China and Japan, to Russia and to Africa and India. The two-volume account by Juan González de Mendoza of the history and geography of China was translated into English in 1588. It was the first detailed description of China available in English, though the introduction to this 1853 edition reviews several earlier reports by western travellers. Mendoza did not himself visit China; his second volume concludes the account based on de Rada's writings and also describes the missionary travels of the Franciscan friar Pedro de Alfaro.

The goal of learning theory is to approximate a function from sample values. To attain this goal learning theory draws on a variety of diverse subjects, specifically statistics, approximation theory, and algorithmics. Ideas from all these areas blended to form a subject whose many successful applications have triggered a rapid growth during the last two decades. This is the first book to give a general overview of the theoretical foundations of the subject emphasizing the approximation theory, while still giving a balanced overview. It is based on courses taught by the authors, and is reasonably self-contained so will appeal to a broad spectrum of researchers in learning theory and adjacent fields. It will also serve as an introduction for graduate students and others entering the field, who wish to see how the problems raised in learning theory relate to other disciplines.

Parasitic infections are the most prevalent of human diseases, and researchers continue to face the challenge of designing drugs to successfully counteract them. Chemotherapeutic Targets in Parasites analyzes the critical metabolic reactions and structural features essential for parasite survival, and advocates the latest molecular strategies with which to identify effective antiparasitic agents. An introduction to the early development of parasite chemotherapy is followed by an overview of biophysical techniques and genomic and proteomic analysis. Several chapters are devoted to specific types of chemotherapeutic agents and their targets in malaria, trypanosomes, leishmania and amitochondrial protists. Chapters on helminths include metabolic, neuromuscular, microtubular and tegumental targets. Emphasized throughout is the design of more selective and less toxic drugs than in the past. This book will be especially relevant to medical and clinical researchers and to graduate students in

The book provides a general introduction to the theory of large deviations and a wide overview of the metastable behaviour of stochastic dynamics. With only minimal prerequisites, the book covers all the main results and brings the reader to the most recent developments. Particular emphasis is given to the fundamental Freidlin-Wentzell results on small random perturbations of dynamical systems. Metastability is first described on physical grounds, following which more rigorous approaches to its description are developed. Many relevant examples are considered from the point of view of the so-called pathwise approach. The first part of the book develops the relevant tools including the theory of large deviations which are then used to provide a physically relevant dynamical description of metastability. Written to be accessible to graduate students, this book provides an excellent route into contemporary research.

The magnetotelluric (MT) method, a technique for probing the electrical conductivity structure of the Earth, is increasingly used both in applied geophysics and in basic research. This book, first published in 2005, goes into detail on practical aspects of applying the MT technique. Beginning with the basic principles of electromagnetic induction in the Earth, this introduction to magnetotellurics aims to guide students and researchers in geophysics and other areas of Earth science through the practical aspects of the MT method: from planning a field campaign, through data processing and modelling, to tectonic and geodynamic interpretation. The book will be of use to graduate-level students and researchers who are embarking on a research project involving MT; to lecturers preparing courses on MT; and to geoscientists involved in multi-disciplinary research projects who wish to incorporate MT results in their interpretations.

Parasitic infections are the most prevalent of human diseases, and researchers continue to face the challenge of designing drugs to successfully counteract them. Chemotherapeutic Targets in Parasites analyzes the critical metabolic reactions and structural features essential for parasite survival, and advocates the latest molecular strategies with which to identify effective antiparasitic agents. An introduction to the early development of parasite chemotherapy is followed by an overview of biophysical techniques and genomic and proteomic analysis. Several chapters are devoted to specific types of chemotherapeutic agents and their targets in malaria, trypanosomes, leishmania and amitochondrial protists. Chapters on helminths include metabolic, neuromuscular, microtubular and tegumental targets. Emphasized throughout is the design of more selective and less toxic drugs than in the past. This book will be especially relevant to medical and clinical researchers and to graduate students in