0
Your cart

Your cart is empty

Browse All Departments
Price
  • R100 - R250 (1)
  • R250 - R500 (23)
  • R500+ (1,586)
  • -
Status
Format
Author / Contributor
Publisher

Books > Science & Mathematics > Mathematics > Geometry > Algebraic geometry

Singularities of the Minimal Model Program (Hardcover, New): Janos Kollar Singularities of the Minimal Model Program (Hardcover, New)
Janos Kollar; As told to Sandor Kovacs
R2,331 Discovery Miles 23 310 Ships in 12 - 17 working days

This book gives a comprehensive treatment of the singularities that appear in the minimal model program and in the moduli problem for varieties. The study of these singularities and the development of Mori's program have been deeply intertwined. Early work on minimal models relied on detailed study of terminal and canonical singularities but many later results on log terminal singularities were obtained as consequences of the minimal model program. Recent work on the abundance conjecture and on moduli of varieties of general type relies on subtle properties of log canonical singularities and conversely, the sharpest theorems about these singularities use newly developed special cases of the abundance problem. This book untangles these interwoven threads, presenting a self-contained and complete theory of these singularities, including many previously unpublished results.

Plane Algebraic Curves - Translated by John Stillwell (Paperback, 2012 ed.): Egbert Brieskorn, Horst Knoerrer Plane Algebraic Curves - Translated by John Stillwell (Paperback, 2012 ed.)
Egbert Brieskorn, Horst Knoerrer; Translated by John Stillwell
R3,672 Discovery Miles 36 720 Ships in 10 - 15 working days

In a detailed and comprehensive introduction to the theory of plane algebraic curves, the authors examine this classical area of mathematics that both figured prominently in ancient Greek studies and remains a source of inspiration and atopic of research to this day. Arising from notes for a course given at the University of Bonn in Germany, "Plane Algebraic Curves" reflects the authors concern for the student audience through its emphasis on motivation, development of imagination, and understanding of basic ideas. As classical objects, curves may be viewed from many angles. This text also provides a foundation for the comprehension and exploration of modern work on singularities.

---

In the first chapter one finds many special curves with very attractive geometric presentations the wealth of illustrations is a distinctive characteristic of this book and an introduction to projective geometry (over the complex numbers). In the second chapter one finds a very simple proof of Bezout's theorem and a detailed discussion of cubics. The heart of this book and how else could it be with the first author is the chapter on the resolution of singularities (always over the complex numbers). (...) Especially remarkable is the outlook to further work on the topics discussed, with numerous references to the literature. Many examples round off this successful representation of a classical and yet still very much alive subject.

(Mathematical Reviews)"

Classical Algebraic Geometry - A Modern View (Hardcover, New): Igor V. Dolgachev Classical Algebraic Geometry - A Modern View (Hardcover, New)
Igor V. Dolgachev
R3,486 Discovery Miles 34 860 Ships in 12 - 17 working days

Algebraic geometry has benefited enormously from the powerful general machinery developed in the latter half of the twentieth century. The cost has been that much of the research of previous generations is in a language unintelligible to modern workers, in particular, the rich legacy of classical algebraic geometry, such as plane algebraic curves of low degree, special algebraic surfaces, theta functions, Cremona transformations, the theory of apolarity and the geometry of lines in projective spaces. The author's contemporary approach makes this legacy accessible to modern algebraic geometers and to others who are interested in applying classical results. The vast bibliography of over 600 references is complemented by an array of exercises that extend or exemplify results given in the book.

Divisors and Sandpiles - An Introduction to Chip-Firing (Paperback): Scott Corry, David Perkinson Divisors and Sandpiles - An Introduction to Chip-Firing (Paperback)
Scott Corry, David Perkinson
R2,461 Discovery Miles 24 610 Ships in 12 - 17 working days

Divisors and Sandpiles provides an introduction to the combinatorial theory of chip-firing on finite graphs. Part 1 motivates the study of the discrete Laplacian by introducing the dollar game. The resulting theory of divisors on graphs runs in close parallel to the geometric theory of divisors on Riemann surfaces, and Part I culminates in a full exposition of the graph-theoretic Riemann-Roch theorem due to M. Baker and S. Norine. The text leverages the reader's understanding of the discrete story to provide a brief overview of the classical theory of Riemann surfaces. Part 2 focuses on sandpiles, which are toy models of physical systems with dynamics controlled by the discrete Laplacian of the underlying graph. The text provides a careful introduction to the sandpile group and the abelian sandpile model, leading ultimately to L. Levine's threshold density theorem for the fixed-energy sandpile Markov chain. In a precise sense, the theory of sandpiles is dual to the theory of divisors, and there are many beautiful connections between the first two parts of the book. Part 3 addresses various topics connecting the theory of chip-firing to other areas of mathematics, including the matrix-tree theorem, harmonic morphisms, parking functions, $M$-matrices, matroids, the Tutte polynomial, and simplicial homology. The text is suitable for advanced undergraduates and beginning graduate students.

Applying the Classification of Finite Simple Groups - A User's Guide (Hardcover): Stephen D. Smith Applying the Classification of Finite Simple Groups - A User's Guide (Hardcover)
Stephen D. Smith
R3,511 Discovery Miles 35 110 Ships in 12 - 17 working days

Classification of Finite Simple Groups (CFSG) is a major project involving work by hundreds of researchers. The work was largely completed by about 1983, although final publication of the "quasithin" part was delayed until 2004. Since the 1980s, CFSG has had a huge influence on work in finite group theory and in many adjacent fields of mathematics. This book attempts to survey and sample a number of such topics from the very large and increasingly active research area of applications of CFSG. The book is based on the author's lectures at the September 2015 Venice Summer School on Finite Groups. With about 50 exercises from original lectures, it can serve as a second-year graduate course for students who have had first-year graduate algebra. It may be of particular interest to students looking for a dissertation topic around group theory. It can also be useful as an introduction and basic reference; in addition, it indicates fuller citations to the appropriate literature for readers who wish to go on to more detailed sources.

Arithmetic Differential Operators over the p-adic Integers (Paperback, New): Claire C. Ralph, Santiago R. Simanca Arithmetic Differential Operators over the p-adic Integers (Paperback, New)
Claire C. Ralph, Santiago R. Simanca
R1,682 Discovery Miles 16 820 Ships in 12 - 17 working days

The study of arithmetic differential operators is a novel and promising area of mathematics. This complete introduction to the subject starts with the basics: a discussion of p-adic numbers and some of the classical differential analysis on the field of p-adic numbers leading to the definition of arithmetic differential operators on this field. Buium's theory of arithmetic jet spaces is then developed succinctly in order to define arithmetic operators in general. Features of the book include a comparison of the behaviour of these operators over the p-adic integers and their behaviour over the unramified completion, and a discussion of the relationship between characteristic functions of p-adic discs and arithmetic differential operators that disappears as soon as a single root of unity is adjoined to the p-adic integers. This book is essential reading for researchers and graduate students who want a first introduction to arithmetic differential operators over the p-adic integers.

Current Topics in Complex Algebraic Geometry (Paperback, New): Herbert Clemens, Janos Kollar Current Topics in Complex Algebraic Geometry (Paperback, New)
Herbert Clemens, Janos Kollar
R1,595 Discovery Miles 15 950 Ships in 12 - 17 working days

The 1992/3 academic year at the Mathematical Sciences Research Institute was devoted to complex algebraic geometry. This 1996 volume collects survey articles that arose from this event, which took place at a time when algebraic geometry was undergoing a major change. To put it succinctly, algebraic geometry has opened up to ideas and connections from other fields that have traditionally been far away. The editors of the volume, Herbert Clemens and Janos Kollar, chaired the organizing committee. Activities were centered around themes, one per month, under the guidance of experts in each area. There were also four short workshops, which attracted many participants and helped considerably in communicating the new directions in algebraic geometry to a large audience. This book gives a good idea of the intellectual content of the special year and of the workshops.

Sugawara Operators for Classical Lie Algebras (Hardcover): Alexander Molev Sugawara Operators for Classical Lie Algebras (Hardcover)
Alexander Molev
R3,513 Discovery Miles 35 130 Ships in 12 - 17 working days

The celebrated Schur-Weyl duality gives rise to effective ways of constructing invariant polynomials on the classical Lie algebras. The emergence of the theory of quantum groups in the 1980s brought up special matrix techniques which allowed one to extend these constructions beyond polynomial invariants and produce new families of Casimir elements for finite-dimensional Lie algebras. Sugawara operators are analogs of Casimir elements for the affine Kac-Moody algebras. The goal of this book is to describe algebraic structures associated with the affine Lie algebras, including affine vertex algebras, Yangians, and classical $\mathcal{W}$-algebras, which have numerous ties with many areas of mathematics and mathematical physics, including modular forms, conformal field theory, and soliton equations. An affine version of the matrix technique is developed and used to explain the elegant constructions of Sugawara operators, which appeared in the last decade. An affine analogue of the Harish-Chandra isomorphism connects the Sugawara operators with the classical $\mathcal{W}$-algebras, which play the role of the Weyl group invariants in the finite-dimensional theory.

Motivic Integration and its Interactions with Model Theory and Non-Archimedean Geometry: Volume 2 (Paperback, New): Raf... Motivic Integration and its Interactions with Model Theory and Non-Archimedean Geometry: Volume 2 (Paperback, New)
Raf Cluckers, Johannes Nicaise, Julien Sebag
R1,693 Discovery Miles 16 930 Ships in 12 - 17 working days

The development of Maxim Kontsevich's initial ideas on motivic integration has unexpectedly influenced many other areas of mathematics, ranging from the Langlands program over harmonic analysis, to non-Archimedean analysis, singularity theory and birational geometry. This book assembles the different theories of motivic integration and their applications for the first time, allowing readers to compare different approaches and assess their individual strengths. All of the necessary background is provided to make the book accessible to graduate students and researchers from algebraic geometry, model theory and number theory. Applications in several areas are included so that readers can see motivic integration at work in other domains. In a rapidly-evolving area of research this book will prove invaluable. This second volume discusses various applications of non-Archimedean geometry, model theory and motivic integration and the interactions between these domains.

Motivic Integration and its Interactions with Model Theory and Non-Archimedean Geometry: Volume 1 (Paperback, New): Raf... Motivic Integration and its Interactions with Model Theory and Non-Archimedean Geometry: Volume 1 (Paperback, New)
Raf Cluckers, Johannes Nicaise, Julien Sebag
R2,143 Discovery Miles 21 430 Ships in 12 - 17 working days

The development of Maxim Kontsevich's initial ideas on motivic integration has unexpectedly influenced many other areas of mathematics, ranging from the Langlands program over harmonic analysis, to non-Archimedean analysis, singularity theory and birational geometry. This book assembles the different theories of motivic integration and their applications for the first time, allowing readers to compare different approaches and assess their individual strengths. All of the necessary background is provided to make the book accessible to graduate students and researchers from algebraic geometry, model theory and number theory. Applications in several areas are included so that readers can see motivic integration at work in other domains. In a rapidly-evolving area of research this book will prove invaluable. This first volume contains introductory texts on the model theory of valued fields, different approaches to non-Archimedean geometry, and motivic integration on algebraic varieties and non-Archimedean spaces.

(Mostly) Commutative Algebra (Paperback, 1st ed. 2021): Antoine Chambert-Loir (Mostly) Commutative Algebra (Paperback, 1st ed. 2021)
Antoine Chambert-Loir
R1,655 Discovery Miles 16 550 Ships in 10 - 15 working days

This book stems from lectures on commutative algebra for 4th-year university students at two French universities (Paris and Rennes). At that level, students have already followed a basic course in linear algebra and are essentially fluent with the language of vector spaces over fields. The topics introduced include arithmetic of rings, modules, especially principal ideal rings and the classification of modules over such rings, Galois theory, as well as an introduction to more advanced topics such as homological algebra, tensor products, and algebraic concepts involved in algebraic geometry. More than 300 exercises will allow the reader to deepen his understanding of the subject. The book also includes 11 historical vignettes about mathematicians who contributed to commutative algebra.

The Theory of Ruled Surfaces (Paperback): W. L. Edge The Theory of Ruled Surfaces (Paperback)
W. L. Edge
R966 Discovery Miles 9 660 Ships in 12 - 17 working days

A table of the different types of quartic ruled surfaces in three-dimensional space was published by Cremona in 1868. The corresponding tables of quintic and sextic ruled surfaces (classified by means of their double curves and bitangent developables) are presented in this book, first published in 1931. The results are obtained by two different methods which confirm the workings of one another in a very striking way. Correspondence theory and higher space are used throughout and properties of several interesting curves and loci are investigated.

The Map of My Life (Paperback, Softcover reprint of hardcover 1st ed. 2009): Goro Shimura The Map of My Life (Paperback, Softcover reprint of hardcover 1st ed. 2009)
Goro Shimura
R2,762 Discovery Miles 27 620 Ships in 10 - 15 working days

In this book, the author writes freely and often humorously about his life, beginning with his earliest childhood days. He describes his survival of American bombing raids when he was a teenager in Japan, his emergence as a researcher in a post-war university system that was seriously deficient, and his life as a mature mathematician in Princeton and in the international academic community. Every page of this memoir contains personal observations and striking stories. Such luminaries as Chevalley, Oppenheimer, Siegel, and Weil figure prominently in its anecdotes.

Goro Shimura is Professor Emeritus of Mathematics at Princeton University. In 1996, he received the Leroy P. Steele Prize for Lifetime Achievement from the American Mathematical Society. He is the author of Elementary Dirichlet Series and Modular Forms (Springer 2007), Arithmeticity in the Theory of Automorphic Forms (AMS 2000), and Introduction to the Arithmetic Theory of Automorphic Functions (Princeton University Press 1971)."

Research Problems in Discrete Geometry (Paperback, Softcover reprint of hardcover 1st ed. 2005): Peter Brass, William O J... Research Problems in Discrete Geometry (Paperback, Softcover reprint of hardcover 1st ed. 2005)
Peter Brass, William O J Moser, Janos Pach
R1,664 Discovery Miles 16 640 Ships in 10 - 15 working days

This book is the result of a 25-year-old project and comprises a collection of more than 500 attractive open problems in the field. The largely self-contained chapters provide a broad overview of discrete geometry, along with historical details and the most important partial results related to these problems. This book is intended as a source book for both professional mathematicians and graduate students who love beautiful mathematical questions, are willing to spend sleepless nights thinking about them, and who would like to get involved in mathematical research.

Recent Developments in Commutative Algebra - Levico Terme, Trento 2019 (Paperback, 1st ed. 2021): Claudia Polini, Claudiu... Recent Developments in Commutative Algebra - Levico Terme, Trento 2019 (Paperback, 1st ed. 2021)
Claudia Polini, Claudiu Raicu, Matteo Varbaro, Mark E. Walker; Edited by Aldo Conca, …
R1,468 Discovery Miles 14 680 Ships in 10 - 15 working days

This book presents four lectures on Rees rings and blow-ups, Koszul modules with applications to syzygies, Groebner bases and degenerations, and applications of Adams operations. Commutative Algebra has witnessed a number of spectacular developments in recent years, including the resolution of long-standing problems; the new techniques and perspectives are leading to an extraordinary transformation in the field. The material contained in this volume, based on lectures given at a workshop held in Levico Terme, Trento, in July 2019, highlights some of these developments. The text will be a valuable asset to graduate students and researchers in commutative algebra and related fields.

Ordered Algebraic Structures and Related Topics (Paperback): Fabrizio Broglia, Francoise Delon, Max Dickmann, Danielle... Ordered Algebraic Structures and Related Topics (Paperback)
Fabrizio Broglia, Francoise Delon, Max Dickmann, Danielle Gondard-Cozette, Victoria Ann Powers
R3,550 Discovery Miles 35 500 Ships in 12 - 17 working days

This volume contains the proceedings of the international conference ""Ordered Algebraic Structures and Related Topics'', held from October 12-16, 2015, at CIRM, Luminy, Marseilles, France. Papers contained in this volume cover topics in real analytic geometry, real algebra, and real algebraic geometry including complexity issues, model theory of various algebraic and differential structures, Witt equivalence of fields, and the moment problem.

Real and Complex Singularities (Paperback): M. Manoel, M.C. Romero Fuster, C.T.C. Wall Real and Complex Singularities (Paperback)
M. Manoel, M.C. Romero Fuster, C.T.C. Wall
R2,033 Discovery Miles 20 330 Ships in 12 - 17 working days

The biennial meetings at Sao Carlos have helped create a worldwide community of experts and young researchers working on singularity theory, with a special focus on applications to a wide variety of topics in both pure and applied mathematics. The tenth meeting, celebrating the 60th birthdays of Terence Gaffney and Maria Aparecida Soares Ruas, was a special occasion attracting the best known names in the area. This volume contains contributions by the attendees, including three articles written or co-authored by Gaffney himself, and survey articles on the existence of Milnor fibrations, global classifications and graphs, pairs of foliations on surfaces, and Gaffney's work on equisingularity.

An Invitation to Algebraic Geometry (Paperback, Softcover reprint of hardcover 1st ed. 2000): Karen E. Smith, Lauri Kahanpaa,... An Invitation to Algebraic Geometry (Paperback, Softcover reprint of hardcover 1st ed. 2000)
Karen E. Smith, Lauri Kahanpaa, Pekka Kekalainen, William Traves
R1,727 Discovery Miles 17 270 Ships in 10 - 15 working days

This is a description of the underlying principles of algebraic geometry, some of its important developments in the twentieth century, and some of the problems that occupy its practitioners today. It is intended for the working or the aspiring mathematician who is unfamiliar with algebraic geometry but wishes to gain an appreciation of its foundations and its goals with a minimum of prerequisites. Few algebraic prerequisites are presumed beyond a basic course in linear algebra.

Modular Forms - A Classical Approach (Hardcover): Henri Cohen, Fredrik Stromberg Modular Forms - A Classical Approach (Hardcover)
Henri Cohen, Fredrik Stromberg
R3,746 Discovery Miles 37 460 Ships in 12 - 17 working days

The theory of modular forms is a fundamental tool used in many areas of mathematics and physics. It is also a very concrete and "fun" subject in itself and abounds with an amazing number of surprising identities. This comprehensive textbook, which includes numerous exercises, aims to give a complete picture of the classical aspects of the subject, with an emphasis on explicit formulas. After a number of motivating examples such as elliptic functions and theta functions, the modular group, its subgroups, and general aspects of holomorphic and nonholomorphic modular forms are explained, with an emphasis on explicit examples. The heart of the book is the classical theory developed by Hecke and continued up to the Atkin-Lehner-Li theory of newforms and including the theory of Eisenstein series, Rankin-Selberg theory, and a more general theory of theta series including the Weil representation. The final chapter explores in some detail more general types of modular forms such as half-integral weight, Hilbert, Jacobi, Maass, and Siegel modular forms. Some "gems" of the book are an immediately implementable trace formula for Hecke operators, generalizations of Haberland's formulas for the computation of Petersson inner products, W. Li's little-known theorem on the diagonalization of the full space of modular forms, and explicit algorithms due to the second author for computing Maass forms. This book is essentially self-contained; the necessary tools such as gamma and Bessel functions, Bernoulli numbers, and so on are given in a separate chapter.

Homotopy of Operads and Grothendieck-Teichmuller Groups - Parts 1 and 2 (Hardcover): Benoit Fresse Homotopy of Operads and Grothendieck-Teichmuller Groups - Parts 1 and 2 (Hardcover)
Benoit Fresse
R7,336 R6,743 Discovery Miles 67 430 Save R593 (8%) Ships in 12 - 17 working days

The Grothendieck-Teichmuller group was defined by Drinfeld in quantum group theory with insights coming from the Grothendieck program in Galois theory. The ultimate goal of this book set is to explain that this group has a topological interpretation as a group of homotopy automorphisms associated to the operad of little 2-discs, which is an object used to model commutative homotopy structures in topology. The first part of this two-part set gives a comprehensive survey on the algebraic aspects of this subject. The book explains the definition of an operad in a general context, reviews the definition of the little discs operads, and explains the definition of the Grothendieck-Teichmuller group from the viewpoint of the theory of operads. In the course of this study, the relationship between the little discs operads and the definition of universal operations associated to braided monoidal category structures is explained. Also provided is a comprehensive and self-contained survey of the applications of Hopf algebras to the definition of a rationalization process, the Malcev completion, for groups and groupoids. Most definitions are carefully reviewed in the book; it requires minimal prerequisites to be accessible to a broad readership of graduate students and researchers interested in the applications of operads. The ultimate goal of the second part of the book is to explain that the Grothendieck-Teichmuller group, as defined by Drinfeld in quantum group theory, has a topological interpretation as a group of homotopy automorphisms associated to the little 2-disc operad. To establish this result, the applications of methods of algebraic topology to operads must be developed. This volume is devoted primarily to this subject, with the main objective of developing a rational homotopy theory for operads. The book starts with a comprehensive review of the general theory of model categories and of general methods of homotopy theory. The definition of the Sullivan model for the rational homotopy of spaces is revisited, and the definition of models for the rational homotopy of operads is then explained. The applications of spectral sequence methods to compute homotopy automorphism spaces associated to operads are also explained. This approach is used to get a topological interpretation of the Grothendieck-Teichmuller group in the case of the little 2-disc operad. This volume is intended for graduate students and researchers interested in the applications of homotopy theory methods in operad theory. It is accessible to readers with a minimal background in classical algebraic topology and operad theory.

Algebra 3 - Homological Algebra and Its Applications (Hardcover, 1st ed. 2021): Ramji, Lal Algebra 3 - Homological Algebra and Its Applications (Hardcover, 1st ed. 2021)
Ramji, Lal
R1,378 R1,163 Discovery Miles 11 630 Save R215 (16%) Ships in 12 - 17 working days

This book, the third book in the four-volume series in algebra, deals with important topics in homological algebra, including abstract theory of derived functors, sheaf co-homology, and an introduction to etale and l-adic co-homology. It contains four chapters which discuss homology theory in an abelian category together with some important and fundamental applications in geometry, topology, algebraic geometry (including basics in abstract algebraic geometry), and group theory. The book will be of value to graduate and higher undergraduate students specializing in any branch of mathematics. The author has tried to make the book self-contained by introducing relevant concepts and results required. Prerequisite knowledge of the basics of algebra, linear algebra, topology, and calculus of several variables will be useful.

Motivic Homotopy Theory and Refined Enumerative Geometry (Paperback): Federico Binda, Marc Levine, Manh Toan Nguyen, Oliver... Motivic Homotopy Theory and Refined Enumerative Geometry (Paperback)
Federico Binda, Marc Levine, Manh Toan Nguyen, Oliver Rondigs
R3,280 Discovery Miles 32 800 Ships in 12 - 17 working days

This volume contains the proceedings of the Workshop on Motivic Homotopy Theory and Refined Enumerative Geometry, held from May 14-18, 2018, at the Universitat Duisburg-Essen, Essen, Germany. It constitutes an accessible yet swift introduction to a new and active area within algebraic geometry, which connects well with classical intersection theory. Combining both lecture notes aimed at the graduate student level and research articles pointing towards the manifold promising applications of this refined approach, it broadly covers refined enumerative algebraic geometry.

The Geometry of Moduli Spaces of Sheaves (Paperback, 2nd Revised edition): Daniel Huybrechts, Manfred Lehn The Geometry of Moduli Spaces of Sheaves (Paperback, 2nd Revised edition)
Daniel Huybrechts, Manfred Lehn
R1,584 Discovery Miles 15 840 Ships in 12 - 17 working days

Now back in print, this highly regarded book has been updated to reflect recent advances in the theory of semistable coherent sheaves and their moduli spaces, which include moduli spaces in positive characteristic, moduli spaces of principal bundles and of complexes, Hilbert schemes of points on surfaces, derived categories of coherent sheaves, and moduli spaces of sheaves on Calabi-Yau threefolds. The authors review changes in the field since the publication of the original edition in 1997 and point the reader towards further literature. References have been brought up to date and errors removed. Developed from the authors' lectures, this book is ideal as a text for graduate students as well as a valuable resource for any mathematician with a background in algebraic geometry who wants to learn more about Grothendieck's approach.

Approximate Commutative Algebra (Paperback, 2010 ed.): Lorenzo Robbiano, John Abbott Approximate Commutative Algebra (Paperback, 2010 ed.)
Lorenzo Robbiano, John Abbott
R3,013 Discovery Miles 30 130 Ships in 10 - 15 working days

Approximate Commutative Algebra is an emerging field of research which endeavours to bridge the gap between traditional exact Computational Commutative Algebra and approximate numerical computation. The last 50 years have seen enormous progress in the realm of exact Computational Commutative Algebra, and given the importance of polynomials in scientific modelling, it is very natural to want to extend these ideas to handle approximate, empirical data deriving from physical measurements of phenomena in the real world. In this volume nine contributions from established researchers describe various approaches to tackling a variety of problems arising in Approximate Commutative Algebra.

Algebraic Geometry and Statistical Learning Theory (Hardcover): Sumio Watanabe Algebraic Geometry and Statistical Learning Theory (Hardcover)
Sumio Watanabe
R2,381 Discovery Miles 23 810 Ships in 12 - 17 working days

Sure to be influential, this book lays the foundations for the use of algebraic geometry in statistical learning theory. Many widely used statistical models and learning machines applied to information science have a parameter space that is singular: mixture models, neural networks, HMMs, Bayesian networks, and stochastic context-free grammars are major examples. Algebraic geometry and singularity theory provide the necessary tools for studying such non-smooth models. Four main formulas are established: 1. the log likelihood function can be given a common standard form using resolution of singularities, even applied to more complex models; 2. the asymptotic behaviour of the marginal likelihood or 'the evidence' is derived based on zeta function theory; 3. new methods are derived to estimate the generalization errors in Bayes and Gibbs estimations from training errors; 4. the generalization errors of maximum likelihood and a posteriori methods are clarified by empirical process theory on algebraic varieties.

Free Delivery
Pinterest Twitter Facebook Google+
You may like...
The ONE Book
Kristen Edmiston Hardcover R1,362 R1,160 Discovery Miles 11 600
Stop Procrastinating and Time Management…
Ethan Grant Hardcover R787 R694 Discovery Miles 6 940
Scrum - El Arte de Hacer El Doble de…
Jeff Sutherland Paperback R502 R472 Discovery Miles 4 720
I Get Sh*t Done - My F*cking Awesome…
Dan Meredith Hardcover R863 Discovery Miles 8 630
Self-Discipline Master - How To Use…
Kevin Garnett Hardcover R640 R576 Discovery Miles 5 760
Time Management - Simple Strategies to…
Courtney T Bolton Hardcover R744 R658 Discovery Miles 6 580
I Won't Forget Passwords To Remember…
Midnight Mornings Media Hardcover R552 Discovery Miles 5 520
Self-Disciplined Producer - Develop a…
Martin Meadows Hardcover R597 Discovery Miles 5 970
On Time - Finding Your Pace in a World…
Catherine Blyth Paperback  (1)
R284 Discovery Miles 2 840
Intentional Week - See Your Week…
Matt Granados Hardcover R581 Discovery Miles 5 810

 

Partners