Constructive Approximation

Pratt investigates the potential erosion of prohibiting assassination, torture, and mercenarism during the US's War on Terrorism. In examining the emergence and history of the US's targeted killing programme, detention and interrogation programme, and employment of armed contractors in warzones, he proposes that a 'normative transformation' has occurred, which has changed the meaning and content of these prohibitions, even though they still exist. Drawing on pragmatist philosophy, practice theory, and relational sociology, this book develops a new theory of normativity and institutional change, and offers new data about the decisions and activities of security practitioners. It is both a critical and constructive addition to the current literature on norm change, and addresses enduring debates about the role of culture and ethical judgement in the use of force. It will appeal to students and scholars of foreign and defence policy, international relations theory, international security,

In New Asian Disorder: Rivalries Embroiling the Pacific Century, Lowell Dittmer and his team explore the recent political disorder in East Asia resulting from growing Sino-American polarization. The rise of China in recent years is widely regarded as a momentous shift in the global balance of power. China is now extending sovereignty into the East China Sea and the South China Sea, constructing a new set of global financial institutions and replacing “universal values” with technologically enhanced nationalism. The country’s “Belt and Road Initiative” is also tainted by the vast ambition to realize the “China Dream” within the foreseeable future. In response to China’s challenge, the United States has abandoned its “constructive engagement” policy towards the rising power and engaged in a trade war. Sino-American relations have been at a historical trough since the normalization of their relationship in the late 1970s. This book sheds new light on the current political disorder in the

A thoroughly updated third edition of an classic and widely adopted text, perfect for practical transistor design and in the classroom. Covering a variety of recent developments, the internationally renowned authors discuss in detail the basic properties and designs of modern VLSI devices, as well as factors affecting performance. Containing around 25% new material, coverage has been expanded to include high-k gate dielectrics, metal gate technology, strained silicon mobility, non-GCA (Gradual Channel Approximation) modelling of MOSFETs, short-channel FinFETS, and symmetric lateral bipolar transistors on SOI. Chapters have been reorganized to integrate the appendices into the main text to enable a smoother learning experience, and numerous additional end-of-chapter homework exercises (+30%) are included to engage students with real-world problems and test their understanding. A perfect text for senior undergraduate and graduate students taking advanced semiconductor devices courses, an

In New Asian Disorder: Rivalries Embroiling the Pacific Century, Lowell Dittmer and his team explore the recent political disorder in East Asia resulting from growing Sino-American polarization. The rise of China in recent years is widely regarded as a momentous shift in the global balance of power. China is now extending sovereignty into the East China Sea and the South China Sea, constructing a new set of global financial institutions and replacing “universal values” with technologically enhanced nationalism. The country’s “Belt and Road Initiative” is also tainted by the vast ambition to realize the “China Dream” within the foreseeable future. In response to China’s challenge, the United States has abandoned its “constructive engagement” policy towards the rising power and engaged in a trade war. Sino-American relations have been at a historical trough since the normalization of their relationship in the late 1970s. This book sheds new light on the current political disorder in the

Applications of queueing network models have multiplied in the last generation, including scheduling of large manufacturing systems, control of patient flow in health systems, load balancing in cloud computing, and matching in ride sharing. These problems are too large and complex for exact solution, but their scale allows approximation. This book is the first comprehensive treatment of fluid scaling, diffusion scaling, and many-server scaling in a single text presented at a level suitable for graduate students. Fluid scaling is used to verify stability, in particular treating max weight policies, and to study optimal control of transient queueing networks. Diffusion scaling is used to control systems in balanced heavy traffic, by solving for optimal scheduling, admission control, and routing in Brownian networks. Many-server scaling is studied in the quality and efficiency driven Halfin–Whitt regime and applied to load balancing in the supermarket model and to bipartite matching in ri

Applications of queueing network models have multiplied in the last generation, including scheduling of large manufacturing systems, control of patient flow in health systems, load balancing in cloud computing, and matching in ride sharing. These problems are too large and complex for exact solution, but their scale allows approximation. This book is the first comprehensive treatment of fluid scaling, diffusion scaling, and many-server scaling in a single text presented at a level suitable for graduate students. Fluid scaling is used to verify stability, in particular treating max weight policies, and to study optimal control of transient queueing networks. Diffusion scaling is used to control systems in balanced heavy traffic, by solving for optimal scheduling, admission control, and routing in Brownian networks. Many-server scaling is studied in the quality and efficiency driven Halfin–Whitt regime and applied to load balancing in the supermarket model and to bipartite matching in ri

Data are not only ubiquitous in society, but are increasingly complex both in size and dimensionality. Dimension reduction offers researchers and scholars the ability to make such complex, high dimensional data spaces simpler and more manageable. This Element offers readers a suite of modern unsupervised dimension reduction techniques along with hundreds of lines of R code, to efficiently represent the original high dimensional data space in a simplified, lower dimensional subspace. Launching from the earliest dimension reduction technique principal components analysis and using real social science data, I introduce and walk readers through application of the following techniques: locally linear embedding, t-distributed stochastic neighbor embedding (t-SNE), uniform manifold approximation and projection, self-organizing maps, and deep autoencoders. The result is a well-stocked toolbox of unsupervised algorithms for tackling the complexities of high dimensional data so common in modern

Over the past three years, the world has witnessed the huge social and media discussions of what figures from the past one should, or should not celebrate and commemorate with a statue. The recent removal of the statue of infamous slave transporter Edward Colston in Bristol still resonates in the UK as debates rage on race, inequality, politics and gender. The conversations, demonstrations and petitions for the removal of statues to men and women whose lives and careers are in question is not a new phenomenon, but one that has been going on for generations.Only with the arrival of online media outlets has it now come to the fore in 'real time'.Fallen Idols will be a nuanced and constructive appraisal of the current issues facing many towns and cities as they struggle to decide how the commemoration and adoration of statues that they hold dear (or despise) can be resolved. Von Tunzelmann focuses on key statues across the USA, the UK, Africa and to the old USSR to show the reader how the

Written by graduates of the internationally renowned Maudsley Training Programme, who have all recently sat the CASC examination, this book provides clear, practical guidance to passing the Royal College of Psychiatrists' CASC. Divided according to psychiatric subspecialties, each chapter includes practice clinical scenarios. These clinical scenarios are broken down into candidate instructions, actor instructions and constructive candidate feedback. This enables candidates to practice not only with their clinical peers, but with friends and family as well. An additional chapter is dedicated to practical information about the exam and tips for the day to further equip readers in what to expect, and reduce anxieties about the exam itself. Another chapter is specifically devoted to addressing the needs of international and BAME medical graduates. Relevant and reliable throughout, this is a must-have resource for psychiatric trainees looking to improve their clinical skills and gain their

Foreign relations law and public international law are two closely related academic fields that tend to speak past each other. As this innovative volume shows, the two are closely interrelated and depend on each other for their mutual construction and identity. A better understanding of this relationship is of vital importance for upholding important constitutional values like democracy, the rule of law and the protection of human rights, while enabling states to engage in meaningful forms of international cooperation. The book takes a close look at the encounters between the two fields and offers perspectives for a constructive engagement between the two. Collectively, the contributions argue that the delimitation between the two fields occurs in a hybrid zone of interaction which requires both bridges and boundaries: bridges for the construction of the relationship between the two fields, and boundaries for preserving key normative expectations of both domestic and international law.

In nonparametric and high-dimensional statistical models, the classical Gauss–Fisher–Le Cam theory of the optimality of maximum likelihood estimators and Bayesian posterior inference does not apply, and new foundations and ideas have been developed in the past several decades. This book gives a coherent account of the statistical theory in infinite-dimensional parameter spaces. The mathematical foundations include self-contained 'mini-courses' on the theory of Gaussian and empirical processes, approximation and wavelet theory, and the basic theory of function spaces. The theory of statistical inference in such models - hypothesis testing, estimation and confidence sets - is presented within the minimax paradigm of decision theory. This includes the basic theory of convolution kernel and projection estimation, but also Bayesian nonparametrics and nonparametric maximum likelihood estimation. In a final chapter the theory of adaptive inference in nonparametric models is developed, includi

Gain a thorough understanding of the competing views on the historicity, chronology, and theological implications of the exodus. The biblical account of the Israelite exodus from Egypt is one of the most enduring narratives ever told and is a foundational event for several world religions. It resonates across cultures with its timeless themes of redemption and deliverance. It is also the only explanation the Bible gives for Israel's origin.Despite its unique legacy, many scholars regard the exodus as fictitious or a cultural memory that may not be a historical event. Even among those who believe the exodus happened, there is no consensus regarding its date.Five Views on the Exodus brings together experts in the fields of biblical studies, Egyptology, and archaeology to discuss and debate the most vexing questions about the exodus. Each offers their own view and constructive responses to other leading views: Early Date: The Exodus Took Place in the Fifteenth Century BC (Scott Stripling)

Property Law in a Globalizing World identifies the paramount challenges that contemporary processes of globalization pose for the study and practice of property law. It offers a straightforward analysis of legal scenarios implicating cross-border property rights, covering a broad range of resources, from land, goods, and intangible financial assets to intellectual property, data, and digital assets. This is the first scholarly book offering a detailed study of legal strategies that can decrease the gap between the domestic tenets of property law and the cross-border nature of markets, interpersonal networks, and technology. It shows how strategies of soft law, conflict of laws, approximation, and supranationalism rely to various degrees on cross-border property norms and institutions, and studies the proprietary features of security interests and priorities to assets in insolvency in a global setting. It also shows how digital technology such as blockchain can revolutionize the system

The massive volume of data generated in modern applications can overwhelm our ability to conveniently transmit, store, and index it. For many scenarios, building a compact summary of a dataset that is vastly smaller enables flexibility and efficiency in a range of queries over the data, in exchange for some approximation. This comprehensive introduction to data summarization, aimed at practitioners and students, showcases the algorithms, their behavior, and the mathematical underpinnings of their operation. The coverage starts with simple sums and approximate counts, building to more advanced probabilistic structures such as the Bloom Filter, distinct value summaries, sketches, and quantile summaries. Summaries are described for specific types of data, such as geometric data, graphs, and vectors and matrices. The authors offer detailed descriptions of and pseudocode for key algorithms that have been incorporated in systems from companies such as Google, Apple, Microsoft, Netflix and T

With examples and clear explanation throughout, this step-by-step approach makes quantum theory of plasmons accessible to readers without specialized training in theory. Jacak uses original research results to offer a fully analytical theory formulation suitable for further development and applications. The theory is focused on the Random Phase Approximation description of plasmons in metallic nano-structures, previously defined for bulk metal. Particular attention is paid to large damping of plasmons in nanostructures including electron scattering and Lorentz friction losses, quantum description of plasmon photovoltaic effect is presented and there is in-depth analysis of plasmon-polariton kinetics in metallic nano-chains. Suitable for students in the field of plasmonics, opto-electronics and photonics, and for researchers active in the field of photo-voltaics, opto-electronics, nano-plasmonics and nano-photonics. Also of help to researchers in soft plasmonics with applications to ele

China sometimes plays a leadership role in addressing global challenges, but at other times it free rides or even spoils efforts at cooperation. When will rising powers like China help to build and maintain international regimes that sustain cooperation on important issues, and when will they play less constructive roles? This study argues that the strategic setting of a particular issue area has a strong influence on whether and how a rising power will contribute to global governance. Two strategic variables are especially important: the balance of outside options the rising power and established powers face, and whether contributions by the rising power are viewed as indispensable to regime success. Case studies of China's approach to security in Central Asia, nuclear proliferation, global financial governance, and climate change illustrate the logic of the theory, which has implications for contemporary issues such as China's growing role in development finance.

The theory of Toeplitz matrices and operators is a vital part of modern analysis, with applications to moment problems, orthogonal polynomials, approximation theory, integral equations, bounded- and vanishing-mean oscillations, and asymptotic methods for large structured determinants, among others. This friendly introduction to Toeplitz theory covers the classical spectral theory of Toeplitz forms and Wiener–Hopf integral operators and their manifestations throughout modern functional analysis. Numerous solved exercises illustrate the results of the main text and introduce subsidiary topics, including recent developments. Each chapter ends with a survey of the present state of the theory, making this a valuable work for the beginning graduate student and established researcher alike. With biographies of the principal creators of the theory and historical context also woven into the text, this book is a complete source on Toeplitz theory.

God is a problematic idea in Kant's terms, but many scholars continue to be interested in Kantian theories of religion and the issues that they raise. In these new essays, scholars both within and outside Kant studies analyse Kant's writings and his claims about natural, philosophical, and revealed theology. Topics debated include arguments for the existence of God, natural theology, redemption, divine action, miracles, revelation, and life after death. The volume includes careful examination of key Kantian texts alongside discussion of their themes from both constructive and analytic perspectives. These contributions broaden the scope of the scholarship on Kant, exploring the value of doing theology in consonance or conversation with Kant. It builds bridges across divides that often separate the analytic from the continental and the philosophical from the theological. The resulting volume clarifies the significance and relevance of Kant's theology for current debates about the philoso

Wittgenstein and Davidson are two of the most influential and controversial figures of twentieth-century philosophy. However, whereas Wittgenstein is often regarded as a deflationary philosopher, Davidson is considered to be a theory builder and systematic philosopher par excellence. Consequently, little work has been devoted to comparing their philosophies with each other. In this volume of new essays, leading scholars show that in fact there is much that the two share. By focusing on the similarities between Wittgenstein and Davidson, the essays present compelling defences of their views and develop more coherent and convincing approaches than either philosopher was able to propose on his own. They show how philosophically fruitful and constructive reflection on Wittgenstein and Davidson continues to be, and how relevant the writings of both philosophers are to current debates in philosophy of mind, language, and action.

Catholic social teaching (CST) refers to the corpus of authoritative ecclesiastical teaching, usually in the form of papal encyclicals, on social matters, beginning with Pope Leo XIII's Rerum Novarum (1891) and running through Pope Francis. CST is not a social science and its texts are not pragmatic primers for social activists. It is a normative exercise of Church teaching, a kind of comprehensive applied - although far from systematic - social moral theology. This volume is a scholarly engagement with this 130-year-old documentary tradition. Its twenty-three essays aim to provide a constructive, historically sophisticated, critical exegesis of all the major (and some of the minor) documents of CST. The volume's appeal is not limited to Catholics, or even just to those who embrace, or who are seriously interested in, Christianity. Its appeal is to any scholar interested in the history or content of modern CST.

In Biblical Theology, Ben Witherington, III, examines the theology of the Old and New Testaments as a totality. Going beyond an account of carefully crafted Old and New Testament theologies, he demonstrates the ideas that make the Bible a sacred book with a unified theology. Witherington brings a distinctive methodology to this study. Taking a constructive approach, he first examines the foundations of the writers' symbolic universe - what they thought and presupposed about God - and how they revealed those thoughts through the narratives of the Old and New Testaments. He also shows how the historical contexts and intellectual worlds of the Old and New Testaments conditioned their narratives, and, in the process, created a large coherent Biblical world view, one that progressively reveals the character and action of God. Thus, the Yahweh of the Old Testament, the Son in the Gospels, and the Father, Son, and Spirit in the New Testament writings are viewed as persons who are part of the

In Biblical Theology, Ben Witherington, III, examines the theology of the Old and New Testaments as a totality. Going beyond an account of carefully crafted Old and New Testament theologies, he demonstrates the ideas that make the Bible a sacred book with a unified theology. Witherington brings a distinctive methodology to this study. Taking a constructive approach, he first examines the foundations of the writers' symbolic universe - what they thought and presupposed about God - and how they revealed those thoughts through the narratives of the Old and New Testaments. He also shows how the historical contexts and intellectual worlds of the Old and New Testaments conditioned their narratives, and, in the process, created a large coherent Biblical world view, one that progressively reveals the character and action of God. Thus, the Yahweh of the Old Testament, the Son in the Gospels, and the Father, Son, and Spirit in the New Testament writings are viewed as persons who are part of the

This user-friendly textbook introduces complex analysis at the beginning graduate or advanced undergraduate level. Unlike other textbooks, it follows Weierstrass' approach, stressing the importance of power series expansions instead of starting with the Cauchy integral formula, an approach that illuminates many important concepts. This view allows readers to quickly obtain and understand many fundamental results of complex analysis, such as the maximum principle, Liouville's theorem, and Schwarz's lemma. The book covers all the essential material on complex analysis, and includes several elegant proofs that were recently discovered. It includes the zipper algorithm for computing conformal maps, as well as a constructive proof of the Riemann mapping theorem, and culminates in a complete proof of the uniformization theorem. Aimed at students with some undergraduate background in real analysis, though not Lebesgue integration, this classroom-tested textbook will teach the skills and intui

Property Law in a Globalizing World identifies the paramount challenges that contemporary processes of globalization pose for the study and practice of property law. It offers a straightforward analysis of legal scenarios implicating cross-border property rights, covering a broad range of resources, from land, goods, and intangible financial assets to intellectual property, data, and digital assets. This is the first scholarly book offering a detailed study of legal strategies that can decrease the gap between the domestic tenets of property law and the cross-border nature of markets, interpersonal networks, and technology. It shows how strategies of soft law, conflict of laws, approximation, and supranationalism rely to various degrees on cross-border property norms and institutions, and studies the proprietary features of security interests and priorities to assets in insolvency in a global setting. It also shows how digital technology such as blockchain can revolutionize the system

The concept of providence is embedded in the life and theology of the church. Its uses are frequent and varied in understandings of politics, nature, and individual life-stories. Parallels can be discerned in other faiths. In this volume, David Fergusson traces the development of providential ideas at successive periods in church history. These include the early appropriation of Stoic and Platonic ideas, the codification of providence in the Middle Ages, its foregrounding in Reformed theology, and its secular applications in the modern era. Responses to the Lisbon earthquake (1755) provide an instructive case study. Although confidence in divine providence was shaken after 1914, several models were advanced during the twentieth century. Drawing upon this diversity of approaches, Fergusson offers a chastened but constructive account for the contemporary church. Arguing for a polyphonic approach, he aims to distribute providence across all three articles of the faith.

Stochastic differential equations are differential equations whose solutions are stochastic processes. They exhibit appealing mathematical properties that are useful in modeling uncertainties and noisy phenomena in many disciplines. This book is motivated by applications of stochastic differential equations in target tracking and medical technology and, in particular, their use in methodologies such as filtering, smoothing, parameter estimation, and machine learning. It builds an intuitive hands-on understanding of what stochastic differential equations are all about, but also covers the essentials of Itô calculus, the central theorems in the field, and such approximation schemes as stochastic Runge–Kutta. Greater emphasis is given to solution methods than to analysis of theoretical properties of the equations. The book's practical approach assumes only prior understanding of ordinary differential equations. The numerous worked examples and end-of-chapter exercises include application-

Stochastic differential equations are differential equations whose solutions are stochastic processes. They exhibit appealing mathematical properties that are useful in modeling uncertainties and noisy phenomena in many disciplines. This book is motivated by applications of stochastic differential equations in target tracking and medical technology and, in particular, their use in methodologies such as filtering, smoothing, parameter estimation, and machine learning. It builds an intuitive hands-on understanding of what stochastic differential equations are all about, but also covers the essentials of Itô calculus, the central theorems in the field, and such approximation schemes as stochastic Runge–Kutta. Greater emphasis is given to solution methods than to analysis of theoretical properties of the equations. The book's practical approach assumes only prior understanding of ordinary differential equations. The numerous worked examples and end-of-chapter exercises include application-

An essential examination resource for anyone sitting their primary or maintenance of certification examinations in dermatology, pathology or dermatopathology, Self-Assessment in Dermatopathology uses histopathology as a catalyst for constructive and critical thinking and to trigger relevant clinical, genetic and syndromic associations. Concise explanations at the end of each chapter give short answers to each question and expand on each answer choice. Each chapter consists of an increasingly difficult selection of questions, allowing the reader to develop and self-test their knowledge. Tables relevant to the section covered have also been incorporated in the answer section. Using this practical approach, the reader will become familiar with the pathologic basis of clinically relevant dermatoses and cutaneous tumors. The question and answer format make this book the first resource of its kind. Thinking about information in a new way is the foundation of this book, making it an invaluabl

For almost a century, big-time college athletics has been a wildly popular but consistently problematic part of American higher education. The challenges it poses to traditional academic values have been recognized from the start, but they have grown more ominous in recent decades, as cable television has become ubiquitous, commercial opportunities have proliferated, and athletic budgets have ballooned. In the second edition of his influential book Big-Time Sports in American Universities, Clotfelter continues to examine the role of athletics in American universities, building on his argument that commercial sports have become a core function of the universities that engage in them. Drawing on recent scandals on large-scale college campuses and updates on several high-profile court cases, Clotfelter brings clear economic analysis to the variety of problems that sports raise for university and public policy, providing the basis for the continuation of constructive conversations about th

For almost a century, big-time college athletics has been a wildly popular but consistently problematic part of American higher education. The challenges it poses to traditional academic values have been recognized from the start, but they have grown more ominous in recent decades, as cable television has become ubiquitous, commercial opportunities have proliferated, and athletic budgets have ballooned. In the second edition of his influential book Big-Time Sports in American Universities, Clotfelter continues to examine the role of athletics in American universities, building on his argument that commercial sports have become a core function of the universities that engage in them. Drawing on recent scandals on large-scale college campuses and updates on several high-profile court cases, Clotfelter brings clear economic analysis to the variety of problems that sports raise for university and public policy, providing the basis for the continuation of constructive conversations about th

China sometimes plays a leadership role in addressing global challenges, but at other times it free rides or even spoils efforts at cooperation. When will rising powers like China help to build and maintain international regimes that sustain cooperation on important issues, and when will they play less constructive roles? This study argues that the strategic setting of a particular issue area has a strong influence on whether and how a rising power will contribute to global governance. Two strategic variables are especially important: the balance of outside options the rising power and established powers face, and whether contributions by the rising power are viewed as indispensable to regime success. Case studies of China's approach to security in Central Asia, nuclear proliferation, global financial governance, and climate change illustrate the logic of the theory, which has implications for contemporary issues such as China's growing role in development finance.

The concept of providence is embedded in the life and theology of the church. Its uses are frequent and varied in understandings of politics, nature, and individual life-stories. Parallels can be discerned in other faiths. In this volume, David Fergusson traces the development of providential ideas at successive periods in church history. These include the early appropriation of Stoic and Platonic ideas, the codification of providence in the Middle Ages, its foregrounding in Reformed theology, and its secular applications in the modern era. Responses to the Lisbon earthquake (1755) provide an instructive case study. Although confidence in divine providence was shaken after 1914, several models were advanced during the twentieth century. Drawing upon this diversity of approaches, Fergusson offers a chastened but constructive account for the contemporary church. Arguing for a polyphonic approach, he aims to distribute providence across all three articles of the faith.

In Calvin's Political Theology and the Public Engagement of the Church, Matthew J. Tuininga explores a little appreciated dimension of John Calvin's political thought, his two kingdoms theology, as a model for constructive Christian participation in liberal society. Widely misunderstood as a proto-political culture warrior, due in part to his often misinterpreted role in controversies over predestination and the heretic Servetus, Calvin articulated a thoughtful approach to public life rooted in his understanding of the gospel and its teaching concerning the kingdom of God. He staked his ministry in Geneva on his commitment to keeping the church distinct from the state, abandoning simplistic approaches that placed one above the other, while rejecting the temptations of sectarianism or separatism. This revealing analysis of Calvin's vision offers timely guidance for Christians seeking a mode of faithful, respectful public engagement in democratic, pluralistic communities today.