Dynamic Programming

This book, first published in 1996, introduces students to optimization theory and its use in economics and allied disciplines. The first of its three parts examines the existence of solutions to optimization problems in Rn, and how these solutions may be identified. The second part explores how solutions to optimization problems change with changes in the underlying parameters, and the last part provides an extensive description of the fundamental principles of finite- and infinite-horizon dynamic programming. Each chapter contains a number of detailed examples explaining both the theory and its applications for first-year master's and graduate students. 'Cookbook' procedures are accompanied by a discussion of when such methods are guaranteed to be successful, and, equally importantly, when they could fail. Each result in the main body of the text is also accompanied by a complete proof. A preliminary chapter and three appendices are designed to keep the book mathematically self-conta

This book contains a compact, accessible treatment of the main mathematical topics encountered in economics at an advanced level, moving from basic material into the twin areas of static and dynamic o

In The Dynamics of Meaning, Gennaro Chierchia tackles central issues in dynamic semantics and extends the general framework.Chapter 1 introduces the notion of dynamic semantics and discusses in detail

Provides a solid integration of basic computing concepts with Pascal programming to foster the use of programming as a problem-solving tool. Topics run the gamut from algorithms and artificial intelli

Programming by Demonstration is a method that allows end users to create, customize, and extend programs by demonstrating what the program should do. Until recently most programming power has been in

Logic programming was based on first-order logic. Higher-order logics can also lead to theories of theorem-proving. This book introduces just such a theory, based on a lambda-calculus formulation of a clausal logic with equality, known as the Clausal Theory of Types. By restricting this logic to Horn clauses, a concise form of logic programming that incorporates functional programming is achieved. The book begins by reviewing the fundamental Skolem-Herbrand-Gödel Theorem and resolution, which are then extrapolated to a higher-order setting; this requires introducing higher-order equational unification which builds in higher-order equational theories and uses higher-order rewriting. The logic programming language derived has the unique property of being sound and complete with respect to Henkin-Andrews general models, and consequently of treating equivalent terms as identical. First published in 1993, the book can be used for graduate courses in theorem-proving, but will be of interest

This classic guide teaches the art of programming to first time programmers. Logo for the Macintosh teaches the art of programming to first time programmers. It begins with Turtle Geometry, a series o

Synoptic meteorology, the study of large-scale weather systems and forecasting using observation, and dynamic meteorology, the study of the laws of physics involved in air movement, are treated in thi

An essential reference and sourcebook for all software engineers using the Ada programming language.

Optimal control theory is a technique being used increasingly by academic economists to study problems involving optimal decisions in a multi-period framework. This textbook is designed to make the difficult subject of optimal control theory easily accessible to economists while at the same time maintaining rigour. Economic intuitions are emphasized, and examples and problem sets covering a wide range of applications in economics are provided to assist in the learning process. Theorems are clearly stated and their proofs are carefully explained. The development of the text is gradual and fully integrated, beginning with simple formulations and progressing to advanced topics such as control parameters, jumps in state variables, and bounded state space. For greater economy and elegance, optimal control theory is introduced directly, without recourse to the calculus of variations. The connection with the latter and with dynamic programming is explained in a separate chapter. A second purp

Optimal control theory is a technique being used increasingly by academic economists to study problems involving optimal decisions in a multi-period framework. This textbook is designed to make the difficult subject of optimal control theory easily accessible to economists while at the same time maintaining rigour. Economic intuitions are emphasized, and examples and problem sets covering a wide range of applications in economics are provided to assist in the learning process. Theorems are clearly stated and their proofs are carefully explained. The development of the text is gradual and fully integrated, beginning with simple formulations and progressing to advanced topics such as control parameters, jumps in state variables, and bounded state space. For greater economy and elegance, optimal control theory is introduced directly, without recourse to the calculus of variations. The connection with the latter and with dynamic programming is explained in a separate chapter. A second purp

This book is concerned with the static and dynamic analysis of structures. Specifi- cally, it uses the stiffness formulated matrix methods for use on computers to tackle some of the fundamental proble

This book presents the rationale behind the design and development of the programming language Ada. The materials incorporating corrections to its original printing by the Ada Joint Program Office (AJPO), will be essential reading for all those currently using the language as well as those considering its adoption.

Written for the professional statistician or graduate statistics student, the primary objective of this book is to describe a system, based on the LISP language, for statistical computing and dynamic

This is a major contribution to the theory of rational choice which will be of particular interest to philosophers and economists. The author sets out the foundations of rational choice, and then sketches a dynamic choice framework in which principles of ordering and independence follow from a number of apparently plausible conditions. However, there is potential conflict among these conditions, and when they are weakened to avoid it the usual foundations of rational choice no longer prevail. The thrust of the argument is to suggest that the theory of rational choice is less deterministic than many suppose.

This book presents a coherent and systematic exposition of the mathematical theory of the problems of optimization and stability. Both of these are topics central to economic analysis since the latter is so much concerned with the optimizing behaviour of economic agents and the stability of the interaction processes to which this gives rise. The topics covered include convexity, mathematical programming, fixed point theorems, comparative static analysis and duality, the stability of dynamic systems, the calculus of variations and optimal control theory. The authors present a more detailed and wide-ranging discussion of these topics than is to be found in the few books which attempt a similar coverage. Although the text deals with fairly advanced material, the mathematical prerequisites are minimised by the inclusion of an integrated mathematical review designed to make the text self-contained and accessible to the reader with only an elementary knowledge of calculus and linear algebra.

This classic offers detailed, thorough discussions of linear systems, nonlinear conservative systems, dynamic systems with a first-order differential equation, dynamic systems of the second order, fun

Rooted in the landmark, systematic studies of the Vanderbilt University research team, time-limited dynamic psychotherapy (TLDP) significantly broadens the use of short-term psychoanalytic therapy to

This book is devoted to recursion in programming, the technique by which the solution to a problem is expressed partly in terms of the solution to a simpler version of the same problem. Ultimately the solution to the simplest version must be given explicitly. In functional programming, recursion has received its full due since it is quite often the only repetitive construct. However, the programming language used here is Pascal and the examples have been chosen accordingly. It makes an interesting contrast with the use of recursion in functional and logic programming. The early chapters consider simple linear recursion using examples such as finding the highest common factor of a pair of numbers, and processing linked lists. Subsequent chapters move up through binary recursion, with examples which include the Towers of Hanoi problem and symbolic differentiation, to general recursion. The book contains well over 100 examples.

The leading author of programming tutorials for beginners introduces you to Visual C++ 2010 Ivor Horton is the preeminent author of introductory programming language tutorials; previous editions of h

A manual describing STRESS, a programming system for the solution of structural engineering problems. STRESS, which is the abbreviation for STRuctural Engineering Systems Solver, is a programming sy

Homomorphisms capture the dynamic aspects of networks and other structural models. The book includes most of the recent breakthroughs in this field, presenting the material from many different sources

Unlock the Secrets of Linux System Programming and Take Your Coding Skills to the Next Level Do you use Linux, but not really understand it? Have you ever wondered how ls -l' knows everything does? Could you explain to a coworker why ls' and find' can be external commands but cd' and umask' must be built into the shell? The answers to these questions, and more, are in Linux Application Programming by Example, Second Edition. Purposely avoiding Too Much Information (TMI) this book tells you exactly what you need to know--no more and no less--about the fundamental Linux system programming APIs. Following the latest POSIX standard, author Arnold Robbins explains how the basic file, process, IPC and networking APIs work. Wherever possible, he demonstrates the use of the APIs with code drawn from real programs (V7 Unix, BSD Unix, and GNU). When not possible, the author provides small, clearly documented and annotated, standalone example programs of his own. The author focuses on both

Crafting Feminism develops a dynamic study of craft and art-making in modern and contemporary feminist writing. In evocative readings of literary works from Virginia Woolf to Zadie Smith, this book ex

As an introduction to Python, this book allows readers to take a slow and steady approach to understanding Python code, explaining concepts, connecting programming with real-life examples, writing Python programs, and completing case studies.While there are many books, websites, and online courses about the topic, we break down Python programming into easily digestible lessons of less than 5 minutes each, following our BiteSize approach. Each lesson begins with a clear and short introduction to the topic. This gives you a strong base to start from and gets you ready for deeper learning. Then, you will see coding demonstrations that show the ideas discussed. These examples are simple and useful, helping you really understand the concepts. You'll then practice tasks at different difficulty levels, so you can test your knowledge and increase your confidence. You'll also play with case studies to solve real-world problems. Tips are included to show how you can incorporate generative AI int

動態規劃(Dynamic Programming，DP；簡稱動規)在算法競賽中佔據極其重要的位置，也是初學者在剛接觸算法設計時覺得難以理解的知識點。簡單來說，動態規劃是一種用來解決最優化問題的算法思想，將一個複雜的問題分解成若干個子問題，通過綜合子問題的最優解來得到原問題的最優解，通常適用於解決有重疊子問題和最優子結構性質的問題。為了幫助初學者理解動態規劃，本書直接以各類競賽真題入手，全面細緻地介紹算法競賽中經常用到的各類動態規劃算法模型。為了讀者能更深刻地理解和掌握其算法思想內涵，本書精挑細選、由淺入深地安排了相關習題。

Learn How to Better Understand Distributed System Design and Solve Common Problems Enterprises today rely on a range of distributed software handling data storage, messaging, system management, and compute capability. Distributed system designs need to be implemented in some programming language, and there are common problems that these implementations need to solve. These problems have common recurring solutions. A patterns approach is very suitable to describe these implementation aspects. Patterns by nature are generic enough to cover a broad range of products from cloud services like Amazon S3 to message brokers like Apache Kafka to infrastructure frameworks like Kubernetes to databases like MongoDB or Actor frameworks like Akka. At the same time the pattern structure is specific enough to be able to show real code. The beauty of this approach is that even if the code structure is shown in one programming language (Java in this case), the structure applies to many other programming

React is today's most popular open-source JavaScript library for front-end web application development. React Programming: The Big Nerd Ranch Guide helps you master React hands-on, through examples crafted to help you quickly leverage its remarkable power. Based on Big Nerd Ranch's popular bootcamps, it illuminates key concepts with realistic code, guiding you step-by-step through building a complete production-ready React app with Create React App, functional components, hooks, lint rules with ESLint, React Testing Library, and Cypress. Step by step, Big Nerd Ranch instructor and expert developer Loren Klingman help you build on your current skills, as you learn how to: Set up React and get started with its tools and environment Work with styles and components Utilize React's router and flexboxes Use declarative views to write more manageable, reliable code Create carts, checkouts, fulfillment, and other ecommerce features Add authentication to your front-ends Test components and en

A new perspective on policy responsiveness in American government. Scholars of American politics have long been skeptical of ordinary citizens' capacity to influence, let alone control, their governments. Drawing on over eight decades of state-level evidence on public opinion, elections, and policymaking, Devin Caughey and Christopher Warshaw pose a powerful challenge to this pessimistic view. Their research reveals that although American democracy cannot be taken for granted, state policymaking is far more responsive to citizens' demands than skeptics claim. Although governments respond sluggishly in the short term, over the long term, electoral incentives induce state parties and politicians--and ultimately policymaking--to adapt to voters' preferences The authors take an empirical and theoretical approach that allows them to assess democracy as a dynamic process. Their evidence across states and over time gives them new leverage to assess relevant outcomes and trends, including t

In A Tour of C++, Third Edition, Bjarne Stroustrup provides an overview of ISO C++, C++20, that aims to give experienced programmers a clear understanding of what constitutes modern C++. Featuring carefully crafted examples and practical help in getting started, this revised and updated edition concisely covers most major language features and the major standard-library components needed for effective use. Stroustrup presents C++ features in the context of the programming styles they support, such as object-oriented and generic programming. His tour is remarkably comprehensive. Coverage begins with the basics, then ranges widely through more advanced topics, emphasizing newer language features. This edition covers many features that are new in C++20 as implemented by major C++ suppliers, including modules, concepts, coroutines, and ranges. It even introduces some library components in current use that are not scheduled for inclusion in the standard until C++23. This authoritative guid

CUDA is now the dominant language used for programming GPUs, one of the most exciting hardware developments of recent decades. With CUDA, you can use a desktop PC for work that would have previously required a large cluster of PCs or access to a HPC facility. As a result, CUDA is increasingly important in scientific and technical computing across the whole STEM community, from medical physics and financial modelling to big data applications and beyond. This unique book on CUDA draws on the author's passion for and long experience of developing and using computers to acquire and analyse scientific data. The result is an innovative text featuring a much richer set of examples than found in any other comparable book on GPU computing. Much attention has been paid to the C++ coding style, which is compact, elegant and efficient. A code base of examples and supporting material is available online, which readers can build on for their own projects.

At the end of the twentieth century, academics and policymakers welcomed a trend toward fiscal and political decentralization as part of a potential solution for slow economic growth and poor performance by insulated, unaccountable governments. For the last two decades, researchers have been trying to answer a series of vexing questions about the political economy of multi-layered governance. Much of the best recent research on decentralization has come from close collaborations between university researchers and international aid institutions. As the volume and quality of this collaborative research have increased in recent decades, the time has come to review the lessons from this literature and apply them to debates about future programming. In this volume, the contributors place this research in the broader history of engagement between aid institutions and academics, particularly in the area of decentralized governance, and outline the challenges and opportunities to link evidence

This comprehensive text provides an excellent introduction to the state of the art in the identification of network-connected systems. It covers models and methods in detail, includes a case study showing how many of these methods are applied in adaptive optics and addresses open research questions. Specific models covered include generic modelling for MIMO LTI systems, signal flow models of dynamic networks and models of networks of local LTI systems. A variety of different identification methods are discussed, including identification of signal flow dynamics networks, subspace-like identification of multi-dimensional systems and subspace identification of local systems in an NDS. Researchers working in system identification and/or networked systems will appreciate the comprehensive overview provided, and the emphasis on algorithm design will interest those wishing to test the theory on real-life applications. This is the ideal text for researchers and graduate students interested in

Learn PHP, the programming language used to build sites like Facebook, Wikipedia and WordPress, then discover how these sites store information in a database (MySQL) and use the database&nbs

Are you smart enough to help Zane, Kiran, Ethan and Cassia escape from Space Station X in this fast-moving puzzle adventure?This dynamic, interactive book is packed with all kinds of puzzles, includin

Are you smart enough to help Zane, Kiran, Ethan and Cassia escape from Dinosaur Island in this fast-moving puzzle adventure?This dynamic, interactive book is packed with all kinds of puzzles, includin

Learn PHP, the programming language used to build sites like Facebook, Wikipedia and WordPress, then discover how these sites store information in a database (MySQL) and use the database&nbs

A counting primer featuring Utah-specific plants, animals, and cultural icons.Numbers and colors are more fun in Utah! In this dynamic, colorful primer, young readers count from 1 to 10 as they discov

From the dynamic head of the Anti-Defamation League, a provocative and impassioned argument about the looming risk of genocide in the United States, informed by the non-profit’s decades of research an

Future coders will love the mix of non-fiction and activities in this educational book full of BIG ideas. Fun games and puzzles teach boys and girls about code, programming, loops, conditionals, spotting patterns and solving problems. Start a lifelong passion for STEM subjects.