''Calculus on Manifolds: A Modern Approach to Classical Theorems of Advanced Calculus'' (1965) by
Michael Spivak
Michael David Spivak (May 25, 1940October 1, 2020) was an American mathematician specializing in differential geometry, an expositor of mathematics, and the founder of Publish-or-Perish Press. Spivak was the author of the five-volume ''A Comprehe ...
is a brief, rigorous, and modern textbook of multivariable calculus, differential forms, and integration on manifolds for advanced undergraduates.
Description
''Calculus on Manifolds'' is a brief
monograph
A monograph is generally a long-form work on one (usually scholarly) subject, or one aspect of a subject, typically created by a single author or artist (or, sometimes, by two or more authors). Traditionally it is in written form and published a ...
on the
theory
A theory is a systematic and rational form of abstract thinking about a phenomenon, or the conclusions derived from such thinking. It involves contemplative and logical reasoning, often supported by processes such as observation, experimentation, ...
of vector-valued functions of
several real variables (''f'' : R
''n''→R''
m'') and
differentiable manifold
In mathematics, a differentiable manifold (also differential manifold) is a type of manifold that is locally similar enough to a vector space to allow one to apply calculus. Any manifold can be described by a collection of charts (atlas). One ...
s in Euclidean space. In addition to extending the concepts of
differentiation (including the
inverse and
implicit function theorems) and
Riemann integration
In the branch of mathematics known as real analysis, the Riemann integral, created by Bernhard Riemann, was the first rigorous definition of the integral of a function on an interval. It was presented to the faculty at the University of Gö ...
(including
Fubini's theorem
In mathematical analysis, Fubini's theorem characterizes the conditions under which it is possible to compute a double integral by using an iterated integral. It was introduced by Guido Fubini in 1907. The theorem states that if a function is L ...
) to functions of several variables, the book treats the classical theorems of vector calculus, including those of
Cauchy–Green,
Ostrogradsky–Gauss (divergence theorem), and
Kelvin–Stokes, in the language of
differential form
In mathematics, differential forms provide a unified approach to define integrands over curves, surfaces, solids, and higher-dimensional manifolds. The modern notion of differential forms was pioneered by Élie Cartan. It has many applications ...
s on
differentiable manifold
In mathematics, a differentiable manifold (also differential manifold) is a type of manifold that is locally similar enough to a vector space to allow one to apply calculus. Any manifold can be described by a collection of charts (atlas). One ...
s embedded in
Euclidean space
Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are ''Euclidean spaces ...
, and as
corollaries
In mathematics and logic, a corollary ( , ) is a theorem of less importance which can be readily deduced from a previous, more notable statement. A corollary could, for instance, be a proposition which is incidentally proved while proving another ...
of the
generalized Stokes theorem
In vector calculus and differential geometry the generalized Stokes theorem (sometimes with apostrophe as Stokes' theorem or Stokes's theorem), also called the Stokes–Cartan theorem, is a statement about the integration of differential forms o ...
on
manifolds-with-boundary. The book culminates with the statement and proof of this vast and abstract modern generalization of several classical results:
The cover of ''Calculus on Manifolds'' features snippets of a July 2, 1850 letter from
Lord Kelvin
William Thomson, 1st Baron Kelvin (26 June 182417 December 1907), was a British mathematician, Mathematical physics, mathematical physicist and engineer. Born in Belfast, he was the Professor of Natural Philosophy (Glasgow), professor of Natur ...
to Sir
George Stokes containing the first disclosure of the classical Stokes' theorem (i.e., the
Kelvin–Stokes theorem
Stokes' theorem, also known as the Kelvin–Stokes theorem after Lord Kelvin and George Stokes, the fundamental theorem for curls, or simply the curl theorem, is a theorem in vector calculus on \R^3. Given a vector field, the theorem relates th ...
).
Reception
''Calculus on Manifolds'' aims to present the topics of
multivariable and
vector calculus
Vector calculus or vector analysis is a branch of mathematics concerned with the differentiation and integration of vector fields, primarily in three-dimensional Euclidean space, \mathbb^3. The term ''vector calculus'' is sometimes used as a ...
in the manner in which they are seen by a modern working mathematician, yet simply and selectively enough to be understood by undergraduate students whose previous coursework in mathematics comprises only one-variable calculus and introductory linear algebra. While Spivak's elementary treatment of modern mathematical tools is broadly successful—and this approach has made ''Calculus on Manifolds'' a standard introduction to the rigorous theory of multivariable calculus—the text is also well known for its laconic style, lack of motivating examples, and frequent omission of non-obvious steps and arguments. For example, in order to state and prove the generalized Stokes' theorem on chains, a profusion of unfamiliar concepts and constructions (e.g.,
tensor products,
differential form
In mathematics, differential forms provide a unified approach to define integrands over curves, surfaces, solids, and higher-dimensional manifolds. The modern notion of differential forms was pioneered by Élie Cartan. It has many applications ...
s,
tangent space
In mathematics, the tangent space of a manifold is a generalization of to curves in two-dimensional space and to surfaces in three-dimensional space in higher dimensions. In the context of physics the tangent space to a manifold at a point can be ...
s,
pullbacks,
exterior derivative
On a differentiable manifold, the exterior derivative extends the concept of the differential of a function to differential forms of higher degree. The exterior derivative was first described in its current form by Élie Cartan in 1899. The re ...
s,
cube and chains) are introduced in quick succession within the span of 25 pages. Moreover, careful readers have noted a number of nontrivial oversights throughout the text, including missing hypotheses in theorems, inaccurately stated theorems, and proofs that fail to handle all cases.
Other textbooks
A more recent textbook which also covers these topics at an undergraduate level is the text ''Analysis on Manifolds'' by
James Munkres
James Raymond Munkres (born ) is a Professor Emeritus of mathematics at MIT and the author of several texts in the area of topology, including ''Topology'' (an undergraduate-level text), ''Analysis on Manifolds'', ''Elements of Algebraic Topology' ...
(366 pp.). At more than twice the length of ''Calculus on Manifolds'', Munkres's work presents a more careful and detailed treatment of the subject matter at a leisurely pace. Nevertheless, Munkres acknowledges the influence of Spivak's earlier text in the preface of ''Analysis on Manifolds''.
Spivak's five-volume textbook ''A Comprehensive Introduction to Differential Geometry'' states in its preface that ''Calculus on Manifolds'' serves as a prerequisite for a course based on this text. In fact, several of the concepts introduced in ''Calculus on Manifolds'' reappear in the first volume of this classic work in more sophisticated settings.
See also
*
Differentiable manifolds
In mathematics, a differentiable manifold (also differential manifold) is a type of manifold that is locally similar enough to a vector space to allow one to apply calculus. Any manifold can be described by a collection of charts (atlas). One may ...
*
Multilinear form
In abstract algebra and multilinear algebra, a multilinear form on a vector space V over a field K is a map
:f\colon V^k \to K
that is separately K- linear in each of its k arguments. More generally, one can define multilinear forms on a mo ...
Footnotes
Notes
Citations
References
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'An elementary approach to differential forms with an emphasis on concrete examples and computations''*
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'A general treatment of differential forms, differentiable manifolds, and selected applications to mathematical physics for advanced undergraduates''*
*
'An undergraduate treatment of multivariable and vector calculus with coverage similar to'' Calculus on Manifolds'', with mathematical ideas and proofs presented in greater detail''*
'A unified treatment of linear and multilinear algebra, multivariable calculus, differential forms, and introductory algebraic topology for advanced undergraduates''*
'An unorthodox though rigorous approach to differential forms that avoids many of the usual algebraic constructions''*
'A brief, rigorous, and modern treatment of multivariable calculus, differential forms, and integration on manifolds for advanced undergraduates''*
'A thorough account of differentiable manifolds at the graduate level; contains a more sophisticated reframing and extensions of Chapters 4 and 5 of'' Calculus on Manifolds*{{Citation, title=An Introduction to Manifolds, last=Tu, first=Loring W., publisher=Springer, year=2011, isbn=978-1-4419-7399-3, edition=2nd, location=New York, author-link=Loring W. Tu, orig-year=2008
'A standard treatment of the theory of smooth manifolds at the 1st year graduate level''
Mathematical analysis
Mathematics textbooks
Vector calculus
1965 non-fiction books