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Instant Heat Maps in R How-to
by Sebastian RaschkaFilled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. Heat Maps in R: How-to is an easy to understand book that starts with a simple heat map and takes you all the way through to advanced heat maps with graphics and data manipulation.Heat Maps in R: How-to is the book for you if you want to make use of this free and open source software to get the most out of your data analysis. You need to have at least some experience in using R and know how to run basic scripts from the command line. However, knowledge of other statistical scripting languages such as Octave, S-Plus, or MATLAB will suffice to follow along with the recipes. You need not be from a statistics background.
Instant Math Practice Grade 4
by Teacher Created Resources Staff Damon JamesThis series offers a quick and easy way to supplement your math curriculum to meet Common Core Standards. Over 120 practice pages cover the key areas: Number and Operations, Algebra, Geometry, Measurement and Data, and Problem Solving. Each page addresses a specific topic, and many activities offer multiple ways to find solutions.
Instant Mathematics: Key Thinkers, Theories, Discoveries And Concepts Explained On A Single Page (Instant Knowledge)
by Paul Parsons Gail DixonKey thinkers, theories, discoveries, and concepts each explained on a single page! Instant Mathematics pulls together all the pivotal mathematical theories and discoveries into one concise volume. Each page contains a distinct “cheat sheet,” which tells you the most important facts in bite-size chunks, so you can feel like an expert in minutes! From zero to Riemann Hypothesis, from primes to irrational numbers, and from Pythagoras to John Nash and Roger Penrose—every key figure, theory, or term is expressed in succinct and lively text and graphics. Perfect for the knowledge-hungry and time-poor, this collection of graphics-led lessons makes math interesting and accessible. Everything you need to know—and more!—packed into one convenient volume.
Institutions, Property Rights, and Economic Growth
by Sebastian Galiani Itai SenedThis volume showcases the impact of the work of Douglass C. North, winner of the Nobel Prize and father of the field of new institutional economics. Leading scholars contribute to a substantive discussion that best illustrates the broad reach and depth of Professor North's work. The volume speaks concisely about his legacy across multiple social sciences disciplines, specifically on scholarship pertaining to the understanding of property rights, the institutions that support the system of property rights, and economic growth.
Instructional Scaffolding in STEM Education
by Brian R. BellandThis book uses meta-analysis to synthesize research on scaffolding and scaffolding-related interventions in STEM (science, technology, engineering, and mathematics) education. Specifically, the volume examines the extent to which study quality, assessment type, and scaffolding characteristics (strategy, intended outcome, fading schedule, scaffolding intervention, and paired intervention) influence cognitive student outcomes. It includes detailed descriptions of the theoretical foundations of scaffolding, scaffolding strategies that have been proposed to meet different intended learning outcomes in STEM, and associated efficacy information. Furthermore, the book describes assessment strategies and study designs which can be used to evaluate the influence of scaffolding, and suggests new fields in which scaffolding strategies that have proven efficacious may be used.
Instructional Techniques to Facilitate Learning and Motivation of Serious Games
by Pieter Wouters Herre Van OostendorpThe book introduces techniques to improve the effectiveness of serious games in relation to cognition and motivation. These techniques include ways to improve motivation, collaboration, reflection, and the integration of gameplay into various contexts. The contributing authors expand upon this broad range of techniques, show recent empirical research on each of these techniques that discuss their promise and effectiveness, then present general implications or guidelines that the techniques bring forth. They then suggest how serious games can be improved by implementing the respective technique into a particular game.
Instructions Not Included: How a Team of Women Coded the Future
by Tami Lewis BrownClick. Whir. Buzz.Not so long ago, math problems had to be solved with pencil and paper, mail delivered by postman, and files were stored in paper folders and metal cabinets. But three women, Betty Snyder, Jean Jennings, and Kay McNulty knew there could be a better way. During World War II, people hoped ENIAC (Electronic Numerical Integrator and Computer), one of the earliest computers, could help with the war effort. With little guidance, no instructions, and barely any access to the machine itself, Betty, Jean, and Kay used mathematics, electrical engineering, logic, and common sense to command a computer as large as a room and create the modern world. The machine was like Betty, requiring outside-the-box thinking, like Jean, persistent and consistent, and like Kay, no mistakes, every answer perfect. Today computers are all around us, performing every conceivable task, thanks, in large part, to Betty, Jean, and Kay's pioneering work. Instructions Not Included is their story.This fascinating chapter in history is brought to life with vivid prose by Tami Lewis Brown and Debbie Loren Dunn and with striking illustrations by Chelsea Beck. Detailed back matter including historical photos provides a closer look.
Instructors Manual to Accompany Linear Algebra and Ordinary Differential Equations
by Alan JeffreyFirst published in 1990.
Insurance, Biases, Discrimination and Fairness (Springer Actuarial)
by Arthur CharpentierThis book offers an introduction to the technical foundations of discrimination and equity issues in insurance models, catering to undergraduates, postgraduates, and practitioners. It is a self-contained resource, accessible to those with a basic understanding of probability and statistics. Designed as both a reference guide and a means to develop fairer models, the book acknowledges the complexity and ambiguity surrounding the question of discrimination in insurance. In insurance, proposing differentiated premiums that accurately reflect policyholders' true risk—termed "actuarial fairness" or "legitimate discrimination"—is economically and ethically motivated. However, such segmentation can appear discriminatory from a legal perspective. By intertwining real-life examples with academic models, the book incorporates diverse perspectives from philosophy, social sciences, economics, mathematics, and computer science. Although discrimination has long been a subject of inquiry in economics and philosophy, it has gained renewed prominence in the context of "big data," with an abundance of proxy variables capturing sensitive attributes, and "artificial intelligence" or specifically "machine learning" techniques, which often involve less interpretable black box algorithms.The book distinguishes between models and data to enhance our comprehension of why a model may appear unfair. It reminds us that while a model may not be inherently good or bad, it is never neutral and often represents a formalization of a world seen through potentially biased data. Furthermore, the book equips actuaries with technical tools to quantify and mitigate potential discrimination, featuring dedicated chapters that delve into these methods.
Insurance Economics
by Roland Eisen Peter ZweifelInsurance Economics brings together the economic analysis of decision making under risk, risk management and demand for insurance by individuals and corporations, objectives pursued and management tools used by insurance companies, the regulation of insurance, and the division of labor between private and social insurance. Appropriete both for advanced undergraduate and graduate students of economics, management, and finance, this text provides the background required to understand current research. Predictions derived from theoretical argument are not only stated but confronted with empirical evidence. Throughout the book, conclusions summarize results, helping readers to check their knowledge and understanding. Issues discussed include paradoxa in decision making under risk, selection of favorable risks by insurers, the possibility of a "death spiral" in insurance markets, and future challenges such as re-regulation in the wake of the 2007-09 financial crisis and the increasing availability of generic information.
Insurgent Citizenship: Disjunctions of Democracy and Modernity in Brazil (In-Formation)
by James HolstonInsurgent citizenships have arisen in cities around the world. This book examines the insurgence of democratic citizenship in the urban peripheries of São Paulo, Brazil, its entanglement with entrenched systems of inequality, and its contradiction in violence. James Holston argues that for two centuries Brazilians have practiced a type of citizenship all too common among nation-states--one that is universally inclusive in national membership and massively inegalitarian in distributing rights and in its legalization of social differences. But since the 1970s, he shows, residents of Brazil's urban peripheries have formulated a new citizenship that is destabilizing the old. Their mobilizations have developed not primarily through struggles of labor but through those of the city--particularly illegal residence, house building, and land conflict. Yet precisely as Brazilians democratized urban space and achieved political democracy, violence, injustice, and impunity increased dramatically. Based on comparative, ethnographic, and historical research, Insurgent Citizenship reveals why the insurgent and the entrenched remain dangerously conjoined as new kinds of citizens expand democracy even as new forms of violence and exclusion erode it. Rather than view this paradox as evidence of democratic failure and urban chaos, Insurgent Citizenship argues that contradictory realizations of citizenship characterize all democracies--emerging and established. Focusing on processes of city- and citizen-making now prevalent globally, it develops new approaches for understanding the contemporary course of democratic citizenship in societies of vastly different cultures and histories.
Integer and Combinatorial Optimization
by George L. Nemhauser Laurence A. WolseyRave reviews for INTEGER AND COMBINATORIAL OPTIMIZATION"This book provides an excellent introduction and survey of traditional fields of combinatorial optimization . . . It is indeed one of the best and most complete texts on combinatorial optimization . . . available. [And] with more than 700 entries, [it] has quite an exhaustive reference list."-Optima"A unifying approach to optimization problems is to formulate them like linear programming problems, while restricting some or all of the variables to the integers. This book is an encyclopedic resource for such formulations, as well as for understanding the structure of and solving the resulting integer programming problems."-Computing Reviews"[This book] can serve as a basis for various graduate courses on discrete optimization as well as a reference book for researchers and practitioners."-Mathematical Reviews"This comprehensive and wide-ranging book will undoubtedly become a standard reference book for all those in the field of combinatorial optimization."-Bulletin of the London Mathematical Society"This text should be required reading for anybody who intends to do research in this area or even just to keep abreast of developments."-Times Higher Education Supplement, LondonAlso of interest . . .INTEGER PROGRAMMING Laurence A. Wolsey Comprehensive and self-contained, this intermediate-level guide to integer programming provides readers with clear, up-to-date explanations on why some problems are difficult to solve, how techniques can be reformulated to give better results, and how mixed integer programming systems can be used more effectively. 1998 (0-471-28366-5) 260 pp.
Integer Linear Programming in Computational and Systems Biology: An Entry-Level Text and Course
by Dan GusfieldInteger linear programming (ILP) is a versatile modeling and optimization technique that is increasingly used in non-traditional ways in biology, with the potential to transform biological computation. However, few biologists know about it. This how-to and why-do text introduces ILP through the lens of computational and systems biology. It uses in-depth examples from genomics, phylogenetics, RNA, protein folding, network analysis, cancer, ecology, co-evolution, DNA sequencing, sequence analysis, pedigree and sibling inference, haplotyping, and more, to establish the power of ILP. This book aims to teach the logic of modeling and solving problems with ILP, and to teach the practical 'work flow' involved in using ILP in biology. Written for a wide audience, with no biological or computational prerequisites, this book is appropriate for entry-level and advanced courses aimed at biological and computational students, and as a source for specialists. Numerous exercises and accompanying software (in Python and Perl) demonstrate the concepts.
Integer Partitions
by George E. Andrews Kimmo ErikssonThe theory of integer partitions is a subject of enduring interest as well as a major research area. It has found numerous applications, including celebrated results such as the Rogers-Ramanujan identities. The aim of this introductory textbook is to provide an accessible and wide-ranging introduction to partitions, without requiring anything more than some familiarity with polynomials and infinite series. Many exercises are included, together with some solutions and helpful hints.
Integer Programming
by Michele Conforti Gérard Cornuéjols Giacomo ZambelliThis book is an elegant and rigorous presentation of integer programming, exposing the subject's mathematical depth and broad applicability. Special attention is given to the theory behind the algorithms used in state-of-the-art solvers. An abundance of concrete examples and exercises of both theoretical and real-world interest explore the wide range of applications and ramifications of the theory. Each chapter is accompanied by an expertly informed guide to the literature and special topics, rounding out the reader's understanding and serving as a gateway to deeper study. Key topics include: formulations polyhedral theory cutting planes decomposition enumeration semidefinite relaxations Written by renowned experts in integer programming and combinatorial optimization, Integer Programming is destined to become an essential text in the field.
Integer Programming: From The Early Years To The State-of-the-art (Wiley Series In Discrete Mathematics And Optimization Ser. #Vol. 52)
by Laurence A. WolseyA PRACTICAL GUIDE TO OPTIMIZATION PROBLEMS WITH DISCRETE OR INTEGER VARIABLES, REVISED AND UPDATED The revised second edition of Integer Programming explains in clear and simple terms how to construct custom-made algorithms or use existing commercial software to obtain optimal or near-optimal solutions for a variety of real-world problems. The second edition also includes information on the remarkable progress in the development of mixed integer programming solvers in the 22 years since the first edition of the book appeared. The updated text includes information on the most recent developments in the field such as the much improved preprocessing/presolving and the many new ideas for primal heuristics included in the solvers. The result has been a speed-up of several orders of magnitude. The other major change reflected in the text is the widespread use of decomposition algorithms, in particular column generation (branch-(cut)-and-price) and Benders&’ decomposition. The revised second edition: Contains new developments on column generation Offers a new chapter on Benders&’ algorithm Includes expanded information on preprocessing, heuristics, and branch-and-cut Presents several basic and extended formulations, for example for fixed cost network flows Also touches on and briefly introduces topics such as non-bipartite matching, the complexity of extended formulations or a good linear program for the implementation of lift-and-project Written for students of integer/mathematical programming in operations research, mathematics, engineering, or computer science, Integer Programming offers an updated edition of the basic text that reflects the most recent developments in the field.
Integer Programming and Combinatorial Optimization
by Friedrich Eisenbrand Jochen KoenemannTheidea ofa refereedconferencefor the mathematicalprogrammingcommunity was proposed by Ravi Kannan and William Pulleyblank to the Mathematical Programming Society (MPS) in the late 1980s. Thus IPCO was born, and MPS has sponsored the conference as one of its main events since IPCO I at the University of Waterloo in 1990. The conference has become the main forum for recent results in Integer Programming and Combinatorial Optimization in the non-Symposium years. This volume compiles the papers presented at IPCO XIV held June 9-11, 2010, at EPFL in Lausanne. The scope of papers considered for IPCO XIV is likely broader than at IPCO I. This is sometimes due to the wealth of new questions and directions brought from related areas. It can also be due to the successful application of "math programming" techniques to models not tra- tionally considered. In any case, the interest in IPCO is greater than ever and this is re?ected in both the number (135) and quality of the submissions. The ProgrammeCommittee with 13 memberswasalsoIPCO'slargest. We thankthe members of the committee, as well as their sub-reviewers, for their exceptional (and time-consuming) work and especially during the online committee meeting held over January. The process resulted in the selection of 34 excellent research papers which were presented in non-parallel sessions over three days in L- sanne. Unavoidably, this has meant that many excellent submissions were not able to be included.
Integer Programming and Combinatorial Optimization
by Quentin Louveaux Martin SkutellaThis book constitutes therefereed proceedings of the 18th International Conference on IntegerProgramming and Combinatorial Optimization, IPCO 2016, held in Liège, Belgium,in June 2016. The 33 full papers presented were carefully reviewed and selectedfrom 125 submissions. The conference is a forum for researchers andpractitioners working on various aspects of integer programming andcombinatorial optimization. The aim is to present recent developments intheory, computation, and applications in these areas. The scope of IPCO isviewed in a broad sense, to include algorithmic and structural results ininteger programming and combinatorial optimization as well as revealingcomputational studies and novel applications of discrete optimization topractical problems.
Integer Programming and Combinatorial Optimization: 25th International Conference, IPCO 2024, Wroclaw, Poland, July 3–5, 2024, Proceedings (Lecture Notes in Computer Science #14679)
by Jens Vygen Jarosław ByrkaThis book constitutes the refereed proceedings of the 25th International Conference on Integer Programming and Combinatorial Optimization, IPCO 2024, held in Wrocław, Poland, during July 3–5, 2024. The 33 full papers presented were carefully reviewed and selected from 101 submissions. IPCO is under the auspices of the Mathematical Optimization Society, and it is an important forum for presenting present recent developments in theory, computation, and applications. The scope of IPCO is viewed in a broad sense, to include algorithmic and structural results in integer programming and combinatorial optimization as well as revealing computational studies and novel applications of discrete optimization to practical problems.
Integer Sequences: Divisibility, Lucas and Lehmer Sequences
by Masum Billal Samin RiasatThis book discusses special properties of integer sequences from a unique point of view. It generalizes common, well-known properties and connects them with sequences such as divisible sequences, Lucas sequences, Lehmer sequences, periods of sequences, lifting properties, and so on. The book presents theories derived by using elementary means and includes results not usually found in common number theory books. Considering the impact and usefulness of these theorems, the book also aims at being valuable for Olympiad level problem solving as well as regular research. This book will be of interest to students, researchers and faculty members alike.
Integrability, Supersymmetry and Coherent States: A Volume in Honour of Professor Véronique Hussin (CRM Series in Mathematical Physics)
by Şengül Kuru Javier Negro Luis M. NietoThis volume shares and makes accessible new research lines and recent results in several branches of theoretical and mathematical physics, among them Quantum Optics, Coherent States, Integrable Systems, SUSY Quantum Mechanics, and Mathematical Methods in Physics. In addition to a selection of the contributions presented at the "6th International Workshop on New Challenges in Quantum Mechanics: Integrability and Supersymmetry", held in Valladolid, Spain, 27-30 June 2017, several high quality contributions from other authors are also included. The conference gathered 60 participants from many countries working in different fields of Theoretical Physics, and was dedicated to Prof. Véronique Hussin—an internationally recognized expert in many branches of Mathematical Physics who has been making remarkable contributions to this field since the 1980s. The reader will find interesting reviews on the main topics from internationally recognized experts in each field, as well as other original contributions, all of which deal with recent applications or discoveries in the aforementioned areas.
Integrable Systems
by Ahmed LesfariThis book illustrates the powerful interplay between topological, algebraic and complex analytical methods, within the field of integrable systems, by addressing several theoretical and practical aspects. Contemporary integrability results, discovered in the last few decades, are used within different areas of mathematics and physics. Integrable Systems incorporates numerous concrete examples and exercises, and covers a wealth of essential material, using a concise yet instructive approach. This book is intended for a broad audience, ranging from mathematicians and physicists to students pursuing graduate, Masters or further degrees in mathematics and mathematical physics. It also serves as an excellent guide to more advanced and detailed reading in this fundamental area of both classical and contemporary mathematics.
Integrable Systems and Algebraic Geometry: Volume 1 (London Mathematical Society Lecture Note Series #458)
by Ron Donagi Tony ShaskaCreated as a celebration of mathematical pioneer Emma Previato, this comprehensive book highlights the connections between algebraic geometry and integrable systems, differential equations, mathematical physics, and many other areas. The authors, many of whom have been at the forefront of research into these topics for the last decades, have all been influenced by Previato's research, as her collaborators, students, or colleagues. The diverse articles in the book demonstrate the wide scope of Previato's work and the inclusion of several survey and introductory articles makes the text accessible to graduate students and non-experts, as well as researchers. This first volume covers a wide range of areas related to integrable systems, often emphasizing the deep connections with algebraic geometry. Common themes include theta functions and Abelian varieties, Lax equations, integrable hierarchies, Hamiltonian flows and difference operators. These powerful tools are applied to spinning top, Hitchin, Painleve and many other notable special equations.