Linear Operators (book)
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''Linear Operators'' is a three-volume textbook on the theory of
linear operators In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that pr ...
, written by
Nelson Dunford Nelson James Dunford (December 12, 1906 – September 7, 1986) was an American mathematician, known for his work in functional analysis, namely vector measure, integration of vector valued functions, ergodic theory, and linear operators. The Dunf ...
and
Jacob T. Schwartz __NOTOC__ Jacob Theodore "Jack" Schwartz (January 9, 1930 – March 2, 2009) was an American mathematician, computer scientist, and professor of computer science at the New York University Courant Institute of Mathematical Sciences. He was the ...
. The three volumes are (I) ''General Theory''; (II) ''Spectral Theory, Self Adjoint Operators in Hilbert Space''; and (III) ''Spectral Operators''. The first volume was published in 1958, the second in 1963, and the third in 1971. All three volumes were reprinted by Wiley in 1988. Canonically cited as Dunford and Schwartz, the textbook has been referred to as "the definitive work" on linear operators. The work began as a written set of solutions to the problems for Dunford's graduate course in linear operators at
Yale Yale University is a private Ivy League research university in New Haven, Connecticut, United States. Founded in 1701, Yale is the third-oldest institution of higher education in the United States, and one of the nine colonial colleges ch ...
. Schwartz, a prodigy, had taken his undergraduate degree at Yale in 1948, age 18. In 1949 he began his graduate studies and enrolled in his course. Dunford recognised Schwartz's intelligence and they began a long collaboration, with Dunford acting as Schwartz's advisor for his dissertation ''Linear Elliptic Differential Operators''. One fruit of their collaboration was the Dunford-Schwartz theorem. The work was originally intended to be a short introduction to
functional analysis Functional analysis is a branch of mathematical analysis, the core of which is formed by the study of vector spaces endowed with some kind of limit-related structure (for example, Inner product space#Definition, inner product, Norm (mathematics ...
(the original material comprising what was published as Chapters 2, 4, 7 and part of 10 in Volume I) but the material ballooned. The work enjoyed funding from the
Office of Naval Research The Office of Naval Research (ONR) is an organization within the United States Department of the Navy responsible for the science and technology programs of the U.S. Navy and Marine Corps. Established by Congress in 1946, its mission is to plan ...
and a popular joke at the time was that every nuclear submarine had a copy. William G. Bade and Robert G. Bartle were brought on as research assistants. Dunford retired shortly after finishing the final volume. Schwartz, however, went on to write similarly pathbreaking books in various other areas of mathematics. The book met with acclaim when published. It won the Leroy P. Steele Prize in 1981, awarded by the
American Mathematical Society The American Mathematical Society (AMS) is an association of professional mathematicians dedicated to the interests of mathematical research and scholarship, and serves the national and international community through its publications, meetings, ...
. In the citation for this prize, the committee observed "This monumental work of 2,592 pages must be the most comprehensive of its kind in mathematics ... A whole generation of analysts has been trained from it."
Peter Lax Peter David Lax (1 May 1926 – 16 May 2025) was a Hungarian-born American mathematician and Abel Prize laureate working in the areas of pure and applied mathematics. Lax made important contributions to integrable systems, fluid dynamics an ...
remarked that it "contained everything known, and many things not yet known, on linear functional analysis." Béla Sz.-Nagy wrote in a review of the first volume: "the authors have created an extraordinarily important and valuable work that is distinguished in particular by its monumental completeness, clear organization, and attractive exposition".
Gian-Carlo Rota Gian-Carlo Rota (April 27, 1932 – April 18, 1999) was an Italian-American mathematician and philosopher. He spent most of his career at the Massachusetts Institute of Technology, where he worked in combinatorics, functional analysis, proba ...
, who was involved in checking the exercises, wrote that "the contrast between the uncompromising abstraction of the text and the incredible variety of the concrete examples in the exercises is immensely beneficial to any student learning mathematical analysis." Every chapter of the book ends with a section entitled "Notes and Remarks", giving historical background on the topic and informal discussion of related topics. The book contains more than a thousand exercises, wide-ranging and often difficult. One particularly difficult exercise was not solved until Dunford assigned it to a young
Robert Langlands Robert Phelan Langlands, (; born October 6, 1936) is a Canadian mathematician. He is best known as the founder of the Langlands program, a vast web of conjectures and results connecting representation theory and automorphic forms to the study o ...
.


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{{reflist Linear operators Mathematics textbooks