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| which utv has least problems: Total Least Squares and Errors-in-Variables Modeling S. van Huffel, P. Lemmerling, 2013-03-14 In response to a growing interest in Total Least Squares (TLS) and Errors-In-Variables (EIV) modeling by researchers and practitioners, well-known experts from several disciplines were invited to prepare an overview paper and present it at the third international workshop on TLS and EIV modeling held in Leuven, Belgium, August 27-29, 2001. These invited papers, representing two-thirds of the book, together with a selection of other presented contributions yield a complete overview of the main scientific achievements since 1996 in TLS and Errors-In-Variables modeling. In this way, the book nicely completes two earlier books on TLS (SIAM 1991 and 1997). Not only computational issues, but also statistical, numerical, algebraic properties are described, as well as many new generalizations and applications. Being aware of the growing interest in these techniques, it is a strong belief that this book will aid and stimulate users to apply the new techniques and models correctly to their own practical problems. |
| which utv has least problems: Numerical Methods for Least Squares Problems, Second Edition Åke Björck, 2024-07-05 The method of least squares, discovered by Gauss in 1795, is a principal tool for reducing the influence of errors when fitting a mathematical model to given observations. Applications arise in many areas of science and engineering. The increased use of automatic data capturing frequently leads to large-scale least squares problems. Such problems can be solved by using recent developments in preconditioned iterative methods and in sparse QR factorization. The first edition of Numerical Methods for Least Squares Problems was the leading reference on the topic for many years. The updated second edition stands out compared to other books on this subject because it provides an in-depth and up-to-date treatment of direct and iterative methods for solving different types of least squares problems and for computing the singular value decomposition. It also is unique because it covers generalized, constrained, and nonlinear least squares problems as well as partial least squares and regularization methods for discrete ill-posed problems. The bibliography of over 1,100 historical and recent references provides a comprehensive survey of past and present research in the field. This book will be of interest to graduate students and researchers in applied mathematics and to researchers working with numerical linear algebra applications. |
| which utv has least problems: Combinatorial Problems and Exercises László Lovász, 2007 The main purpose of this book is to provide help in learning existing techniques in combinatorics. The most effective way of learning such techniques is to solve exercises and problems. This book presents all the material in the form of problems and series of problems (apart from some general comments at the beginning of each chapter). In the second part, a hint is given for each exercise, which contains the main idea necessary for the solution, but allows the reader to practice theechniques by completing the proof. In the third part, a full solution is provided for each problem. This book will be useful to those students who intend to start research in graph theory, combinatorics or their applications, and for those researchers who feel that combinatorial techniques mightelp them with their work in other branches of mathematics, computer science, management science, electrical engineering and so on. For background, only the elements of linear algebra, group theory, probability and calculus are needed. |
| which utv has least problems: Recent Advances in Total Least Squares Techniques and Errors-in-variables Modeling Sabine van Huffel, 1997-01-01 An overview of the computational issues; statistical, numerical, and algebraic properties, and new generalizations and applications of advances on TLS and EIV models. Experts from several disciplines prepared overview papers which were presented at the conference and are included in this book. |
| which utv has least problems: Least Squares Data Fitting with Applications Per Christian Hansen, Víctor Pereyra, Godela Scherer, 2013-01-15 A lucid explanation of the intricacies of both simple and complex least squares methods. As one of the classical statistical regression techniques, and often the first to be taught to new students, least squares fitting can be a very effective tool in data analysis. Given measured data, we establish a relationship between independent and dependent variables so that we can use the data predictively. The main concern of Least Squares Data Fitting with Applications is how to do this on a computer with efficient and robust computational methods for linear and nonlinear relationships. The presentation also establishes a link between the statistical setting and the computational issues. In a number of applications, the accuracy and efficiency of the least squares fit is central, and Per Christian Hansen, Víctor Pereyra, and Godela Scherer survey modern computational methods and illustrate them in fields ranging from engineering and environmental sciences to geophysics. Anyone working with problems of linear and nonlinear least squares fitting will find this book invaluable as a hands-on guide, with accessible text and carefully explained problems. Included are • an overview of computational methods together with their properties and advantages • topics from statistical regression analysis that help readers to understand and evaluate the computed solutions • many examples that illustrate the techniques and algorithms Least Squares Data Fitting with Applications can be used as a textbook for advanced undergraduate or graduate courses and professionals in the sciences and in engineering. |
| which utv has least problems: Inverse Eigenvalue Problems Moody Chu, Gene Golub, 2005-06-16 Inverse eigenvalue problems arise in a remarkable variety of applications and associated with any inverse eigenvalue problem are two fundamental questions--the theoretical issue of solvability and the practical issue of computability. Both questions are difficult and challenging. In this text, the authors discuss the fundamental questions, some known results, many applications, mathematical properties, a variety of numerical techniques, as well as several open problems.This is the first book in the authoritative Numerical Mathematics and Scientific Computation series to cover numerical linear algebra, a broad area of numerical analysis. Authored by two world-renowned researchers, the book is aimed at graduates and researchers in applied mathematics, engineering and computer science and makes an ideal graduate text. |
| which utv has least problems: Computer Vision - ECCV 2002 Anders Heyden, Gunnar Sparr, Mads Nielsen, Peter Johansen, 2003-08-02 Premiering in 1990 in Antibes, France, the European Conference on Computer Vision, ECCV, has been held biennially at venues all around Europe. These conferences have been very successful, making ECCV a major event to the computer vision community. ECCV 2002 was the seventh in the series. The privilege of organizing it was shared by three universities: The IT University of Copenhagen, the University of Copenhagen, and Lund University, with the conference venue in Copenhagen. These universities lie ̈ geographically close in the vivid Oresund region, which lies partly in Denmark and partly in Sweden, with the newly built bridge (opened summer 2000) crossing the sound that formerly divided the countries. We are very happy to report that this year’s conference attracted more papers than ever before, with around 600 submissions. Still, together with the conference board, we decided to keep the tradition of holding ECCV as a single track conference. Each paper was anonymously refereed by three different reviewers. For the nal selection, for the rst time for ECCV, a system with area chairs was used. These met with the program chairsinLundfortwodaysinFebruary2002toselectwhatbecame45oralpresentations and 181 posters.Also at this meeting the selection was made without knowledge of the authors’identity. |
| which utv has least problems: Dynamics of Continuous, Discrete & Impulsive Systems , 2005 |
| which utv has least problems: Matrix Computations Gene H. Golub, Charles F. Van Loan, 2013-02-15 A comprehensive treatment of numerical linear algebra from the standpoint of both theory and practice. The fourth edition of Gene H. Golub and Charles F. Van Loan's classic is an essential reference for computational scientists and engineers in addition to researchers in the numerical linear algebra community. Anyone whose work requires the solution to a matrix problem and an appreciation of its mathematical properties will find this book to be an indispensible tool. This revision is a cover-to-cover expansion and renovation of the third edition. It now includes an introduction to tensor computations and brand new sections on • fast transforms • parallel LU • discrete Poisson solvers • pseudospectra • structured linear equation problems • structured eigenvalue problems • large-scale SVD methods • polynomial eigenvalue problems Matrix Computations is packed with challenging problems, insightful derivations, and pointers to the literature—everything needed to become a matrix-savvy developer of numerical methods and software. The second most cited math book of 2012 according to MathSciNet, the book has placed in the top 10 for since 2005. |
| which utv has least problems: Rank-Deficient and Discrete Ill-Posed Problems Per Christian Hansen, 2005-01-01 Here is an overview of modern computational stabilization methods for linear inversion, with applications to a variety of problems in audio processing, medical imaging, tomography, seismology, astronomy, and other areas. Rank-deficient problems involve matrices that are either exactly or nearly rank deficient. Such problems often arise in connection with noise suppression and other problems where the goal is to suppress unwanted disturbances of the given measurements. Discrete ill-posed problems arise in connection with the numerical treatment of inverse problems, where one typically wants to compute information about some interior properties using exterior measurements. Examples of inverse problems are image restoration and tomography, where one needs to improve blurred images or reconstruct pictures from raw data. This book describes, in a common framework, new and existing numerical methods for the analysis and solution of rank-deficient and discrete ill-posed problems. The emphasis is on insight into the stabilizing properties of the algorithms and on the efficiency and reliability of the computations. The setting is that of numerical linear algebra rather than abstract functional analysis, and the theoretical development is complemented with numerical examples and figures that illustrate the features of the various algorithms. |
| which utv has least problems: Algorithmic Decision Theory Jörg Rothe, 2017-10-13 This book constitutes the conference proceedings of the 5th International Conference on Algorithmic Decision Theory , ADT 2017, held in Luxembourg, in October 2017.The 22 full papers presented together with 6 short papers, 4 keynote abstracts, and 6 Doctoral Consortium papers, were carefully selected from 45 submissions. The papers are organized in topical sections on preferences and multi-criteria decision aiding; decision making and voting; game theory and decision theory; and allocation and matching. |
| which utv has least problems: Biomimicry for Optimization, Control, and Automation Kevin M. Passino, 2005-09-08 Biomimicry uses our scienti?c understanding of biological systems to exploit ideas from nature in order to construct some technology. In this book, we focus onhowtousebiomimicryof the functionaloperationofthe “hardwareandso- ware” of biological systems for the development of optimization algorithms and feedbackcontrolsystemsthatextendourcapabilitiestoimplementsophisticated levels of automation. The primary focus is not on the modeling, emulation, or analysis of some biological system. The focus is on using “bio-inspiration” to inject new ideas, techniques, and perspective into the engineering of complex automation systems. There are many biological processes that, at some level of abstraction, can berepresentedasoptimizationprocesses,manyofwhichhaveasa basicpurpose automatic control, decision making, or automation. For instance, at the level of everyday experience, we can view the actions of a human operator of some process (e. g. , the driver of a car) as being a series of the best choices he or she makes in trying to achieve some goal (staying on the road); emulation of this decision-making process amounts to modeling a type of biological optimization and decision-making process, and implementation of the resulting algorithm results in “human mimicry” for automation. There are clearer examples of - ological optimization processes that are used for control and automation when you consider nonhuman biological or behavioral processes, or the (internal) - ology of the human and not the resulting external behavioral characteristics (like driving a car). For instance, there are homeostasis processes where, for instance, temperature is regulated in the human body. |
| which utv has least problems: Elementary Linear Algebra Richard O. Hill, 2014-05-10 Elementary Linear Algebra reviews the elementary foundations of linear algebra in a student-oriented, highly readable way. The many examples and large number and variety of exercises in each section help the student learn and understand the material. The instructor is also given flexibility by allowing the presentation of a traditional introductory linear algebra course with varying emphasis on applications or numerical considerations. In addition, the instructor can tailor coverage of several topics. Comprised of six chapters, this book first discusses Gaussian elimination and the algebra of matrices. Applications are interspersed throughout, and the problem of solving AX = B, where A is square and invertible, is tackled. The reader is then introduced to vector spaces and subspaces, linear independences, and dimension, along with rank, determinants, and the concept of inner product spaces. The final chapter deals with various topics that highlight the interaction between linear algebra and all the other branches of mathematics, including function theory, analysis, and the singular value decomposition and generalized inverses. This monograph will be a useful resource for practitioners, instructors, and students taking elementary linear algebra. |
| which utv has least problems: Algorithms - ESA 2010 Mark de Berg, Ulrich Meyer, 2010-08-30 This book constitutes the proceedings of the 18th Annual European Symposium on Algorithms, held in Liverpool, UK in September 2010. |
| which utv has least problems: Newton Methods for Nonlinear Problems Peter Deuflhard, 2011-09-18 This book deals with the efficient numerical solution of challenging nonlinear problems in science and engineering, both in finite dimension (algebraic systems) and in infinite dimension (ordinary and partial differential equations). Its focus is on local and global Newton methods for direct problems or Gauss-Newton methods for inverse problems. The term 'affine invariance' means that the presented algorithms and their convergence analysis are invariant under one out of four subclasses of affine transformations of the problem to be solved. Compared to traditional textbooks, the distinguishing affine invariance approach leads to shorter theorems and proofs and permits the construction of fully adaptive algorithms. Lots of numerical illustrations, comparison tables, and exercises make the text useful in computational mathematics classes. At the same time, the book opens many directions for possible future research. |
| which utv has least problems: Mathematical Reviews , 2004 |
| which utv has least problems: Lectures on Stochastic Programming Alexander Shapiro, Darinka Dentcheva, Andrzej Ruszczy?ski, 2014-07-09 Optimization problems involving stochastic models occur in almost all areas of science and engineering, such as telecommunications, medicine, and finance. Their existence compels a need for rigorous ways of formulating, analyzing, and solving such problems. This book focuses on optimization problems involving uncertain parameters and covers the theoretical foundations and recent advances in areas where stochastic models are available. In Lectures on Stochastic Programming: Modeling and Theory, Second Edition, the authors introduce new material to reflect recent developments in stochastic programming, including: an analytical description of the tangent and normal cones of chance constrained sets; analysis of optimality conditions applied to nonconvex problems; a discussion of the stochastic dual dynamic programming method; an extended discussion of law invariant coherent risk measures and their Kusuoka representations; and in-depth analysis of dynamic risk measures and concepts of time consistency, including several new results. |
| which utv has least problems: Labour Arbitration Cases , 1987 |
| which utv has least problems: Machine Learning: ECML 2005 João Gama, Rui Camacho, Pavel Brazdil, Alípio Jorge, Luís Torgo, 2005-11-15 The European Conference on Machine Learning (ECML) and the European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) were jointly organized this year for the ?fth time in a row, after some years of mutual independence before. After Freiburg (2001), Helsinki (2002), Cavtat (2003) and Pisa (2004), Porto received the 16th edition of ECML and the 9th PKDD in October 3–7. Having the two conferences together seems to be working well: 585 di?erent paper submissions were received for both events, which maintains the high s- mission standard of last year. Of these, 335 were submitted to ECML only, 220 to PKDD only and 30 to both. Such a high volume of scienti?c work required a tremendous e?ort from Area Chairs, Program Committee members and some additional reviewers. On average, PC members had 10 papers to evaluate, and Area Chairs had 25 papers to decide upon. We managed to have 3 highly qua- ?edindependentreviewsperpaper(withveryfewexceptions)andoneadditional overall input from one of the Area Chairs. After the authors’ responses and the online discussions for many of the papers, we arrived at the ?nal selection of 40 regular papers for ECML and 35 for PKDD. Besides these, 32 others were accepted as short papers for ECML and 35 for PKDD. This represents a joint acceptance rate of around 13% for regular papers and 25% overall. We thank all involved for all the e?ort with reviewing and selection of papers. Besidesthecoretechnicalprogram,ECMLandPKDDhad6invitedspeakers, 10 workshops, 8 tutorials and a Knowledge Discovery Challenge. |
| which utv has least problems: Logic for Programming, Artificial Intelligence, and Reasoning Geoff Sutcliffe, Andrei Voronkov, 2005-11-24 This book constitutes the refereed proceedings of the 12th International Conference on Logic for Programming, Artificial Intelligence, and Reasoning, LPAR 2005, held in Montego Bay, Jamaica in December 2005. The 46 revised full papers presented together with abstracts of 3 invited talks were carefully reviewed and selected from 108 full paper submissions. The papers address all current issues in logic programming, logic-based program manipulation, formal method, automated reasoning, and various kinds of AI logics. |
| which utv has least problems: More Seamus McCree U.P. North James M. Jackson, 2024-05-06 Set in Michigan's Upper Peninsula, this compendium includes unabridged versions of two more of the best-loved Seamus McCree novels. GRANITE OATH (Seamus McCree #7): On a Thursday afternoon, Kat Serrano leaves work early, briefly returns to her remote trailer deep in Michigan's Upper Peninsula woods, and drives off with no explanation to her family. Two days later someone ransacks the trailer. Kat is a Dreamer, and her mother won't talk to the police for fear she'll be deported and lose her 8-year-old granddaughter, Valeria. Valeria is devastated by the events. She and her best friend from summer camp, Megan McCree, employ a Pinky-swear to get Megan's grandfather Seamus McCree to learn what happened. Seamus uncovers a tangled web of drugs, prostitution, and dummy corporations, and soon finds himself the target of killers. Anyone sane would wash his hands of the mess or turn it over to the police. But Seamus has given his word, his granite oath, to learn the truth . . . even if it kills him. HIJACKED LEGACY (Seamus McCree #8): What you don't know can kill you. The Happy Reaper, notorious for his chilling efficiency and Results Guaranteed calling card, escapes prison. Instead of killing Seamus McCree on sight, he offers a diabolical bargain with a heart-stopping proviso. To live, Seamus must help the Happy Reaper find and eliminate the upstart impostor who's trashing the assassin's reputation. And Seamus must act quickly. Should the Happy Reaper's bad heart give out or any harm come to him, the criminal underworld will wreak carnage on Seamus . . . and his loved ones. Can Seamus outsmart the impostor and appease the Happy Reaper without staining his soul with blood? The only thing Seamus knows for sure is that time is running out for him and his family. |
| which utv has least problems: Kiplinger's Personal Finance , 1984-05 The most trustworthy source of information available today on savings and investments, taxes, money management, home ownership and many other personal finance topics. |
| which utv has least problems: Problems on Fundamental Physics , 1965 |
| which utv has least problems: Sparse and Redundant Representations Michael Elad, 2010-08-12 A long long time ago, echoing philosophical and aesthetic principles that existed since antiquity, William of Ockham enounced the principle of parsimony, better known today as Ockham’s razor: “Entities should not be multiplied without neces sity. ” This principle enabled scientists to select the ”best” physical laws and theories to explain the workings of the Universe and continued to guide scienti?c research, leadingtobeautifulresultsliketheminimaldescriptionlength approachtostatistical inference and the related Kolmogorov complexity approach to pattern recognition. However, notions of complexity and description length are subjective concepts anddependonthelanguage“spoken”whenpresentingideasandresults. The?eldof sparse representations, that recently underwent a Big Bang like expansion, explic itly deals with the Yin Yang interplay between the parsimony of descriptions and the “language” or “dictionary” used in them, and it became an extremely exciting area of investigation. It already yielded a rich crop of mathematically pleasing, deep and beautiful results that quickly translated into a wealth of practical engineering applications. You are holding in your hands the ?rst guide book to Sparseland, and I am sure you’ll ?nd in it both familiar and new landscapes to see and admire, as well as ex cellent pointers that will help you ?nd further valuable treasures. Enjoy the journey to Sparseland! Haifa, Israel, December 2009 Alfred M. Bruckstein vii Preface This book was originally written to serve as the material for an advanced one semester (fourteen 2 hour lectures) graduate course for engineering students at the Technion, Israel. |
| which utv has least problems: Small Arms Survey 2007 Small Arms Survey, Graduate Institute of International Studies (Geneva, Switzerland), 2007-09-06 The Small Arms Survey 2007 features a special focus on the complex issue of urban violence. |
| which utv has least problems: Hijacked Legacy James M. Jackson, 2024-04-22 What you don’t know can kill you. The Happy Reaper, notorious for his chilling efficiency and “Results Guaranteed” calling card, escapes prison. Instead of killing Seamus McCree on sight, he offers a diabolical bargain with a heart-stopping proviso. To live, Seamus must help the Happy Reaper find and eliminate the upstart impostor who’s trashing the assassin’s reputation. And Seamus must act quickly. Should the Happy Reaper’s bad heart give out or any harm come to him, the criminal underworld will wreak carnage on Seamus . . . and his loved ones. Can Seamus outsmart the impostor and appease the Happy Reaper without staining his soul with blood? The only thing Seamus knows for sure is that time is running out for him and his family. |
| which utv has least problems: From Protest to Pragmatism D. McCann, 2014-12-12 How do two ideologically opposed governments co-operate? The Unionist government struggled to answer this question during the sixties and seventies. This book charts the development of this government's policy towards its neighbor in Southern Ireland and explains how it ended up in a total stalemate with the emergence of the Troubles. |
| which utv has least problems: The ... International Conference on Distributed Computing Systems , 1988 |
| which utv has least problems: Machine Learning under Resource Constraints - Discovery in Physics Katharina Morik, Wolfgang Rhode, 2022-12-31 Machine Learning under Resource Constraints addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimensions, or by complex structures of the data in three volumes. Resource constraints are given by the relation between the demands for processing the data and the capacity of the computing machinery. The resources are runtime, memory, communication, and energy. Hence, modern computer architectures play a significant role. Novel machine learning algorithms are optimized with regard to minimal resource consumption. Moreover, learned predictions are executed on diverse architectures to save resources. It provides a comprehensive overview of the novel approaches to machine learning research that consider resource constraints, as well as the application of the described methods in various domains of science and engineering. Volume 2 covers machine learning for knowledge discovery in particle and astroparticle physics. Their instruments, e.g., particle detectors or telescopes, gather petabytes of data. Here, machine learning is necessary not only to process the vast amounts of data and to detect the relevant examples efficiently, but also as part of the knowledge discovery process itself. The physical knowledge is encoded in simulations that are used to train the machine learning models. At the same time, the interpretation of the learned models serves to expand the physical knowledge. This results in a cycle of theory enhancement supported by machine learning. |
| which utv has least problems: Computer Vision Anup Basu, Xiaobo Li, 1993 This book contains a selection of papers which were presented at the Vision Interface '92 Conference. It also includes several invited articles from prominent researchers in the field, suggesting future directions in Computer Vision. |
| which utv has least problems: 15th Annual Symposium on Switching and Automata Theory , 1974 |
| which utv has least problems: Discontinuous Finite Elements in Fluid Dynamics and Heat Transfer Ben Q. Li, 2006-06-29 Over the past several years, significant advances have been made in developing the discontinuous Galerkin finite element method for applications in fluid flow and heat transfer. Certain unique features of the method have made it attractive as an alternative for other popular methods such as finite volume and finite elements in thermal fluids engineering analyses. This book is written as an introductory textbook on the discontinuous finite element method for senior undergraduate and graduate students in the area of thermal science and fluid dynamics. It also can be used as a reference book for researchers and engineers who intend to use the method for research in computational fluid dynamics and heat transfer. A good portion of this book has been used in a course for computational fluid dynamics and heat transfer for senior undergraduate and first year graduate students. It also has been used by some graduate students for self-study of the basics of discontinuous finite elements. This monograph assumes that readers have a basic understanding of thermodynamics, fluid mechanics and heat transfer and some background in numerical analysis. Knowledge of continuous finite elements is not necessary but will be helpful. The book covers the application of the method for the simulation of both macroscopic and micro/nanoscale fluid flow and heat transfer phenomena. |
| which utv has least problems: Irish Media John Horgan, 2001 Covering all principal media forms, print and electronic, on both sides of the border, Horgan shows how Irish history and politics have shaped the media of Ireland and, in turn, been shaped by them. |
| which utv has least problems: Surface and Interfacial Tension Stanley Hartland, 2004-03-11 This edited volume offers complete coverage of the latest theoretical, experimental, and computer-based data as summarized by leading international researchers. It promotes full understanding of the physical phenomena and mechanisms at work in surface and interfacial tensions and gradients, their direct impact on interface shape and movement, and t |
| which utv has least problems: Peace Without Consensus Dr Mary-Alice C Clancy, 2013-03-28 'Peace Without Consensus' demonstrates that the rise of Sinn Féin and the Democratic Unionist Party (DUP) was not 'inevitable'. Rather, it argues that critics who blame Northern Ireland's power-sharing institutions for the electoral triumph of the political 'extremes' in 2003 have not fully considered how the US, British and Irish governments contributed to this outcome. Through interviews with key US, British and Irish officials this groundbreaking analysis, which represents the first examination of the Bush administration's vital role in the peace process, demonstrates that Washington and Dublin were considering a deal between the DUP and Sinn Féin as early as 2002. Profiled in the Guardian, the Observer, BBC Radio Four, the Irish Independent and in Henry McDonald's 'Gunsmoke and Mirrors', Mary-Alice C. Clancy's theoretically informed and empirically grounded book presents new and salient lessons for other regions embroiled in conflict and should be read by all those interested in Northern Ireland's peace process and US foreign policy. |
| which utv has least problems: FBIS Report , 1991 |
| which utv has least problems: Creative Commotion Michael J. Farrell, 2009 An anthology of the best essays, stories, poems, and commentary published in a literary magazine that ran from 1968 to 1974 in Ireland. |
| which utv has least problems: Acta Numerica 2004: Volume 13 Arieh Iserles, 2004-06-03 An annual volume presenting substantive survey articles in numerical mathematics and scientific computing. |
| which utv has least problems: Investors Chronicle and Stock Exchange Gazette , 1969 |
| which utv has least problems: Fortnight , 1996 |
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