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Linear Dependence: Theory and Computation
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Catalogue Information
Field name
Details
Dewey Class
512.5
Title
Linear Dependence ([EBook]) : Theory and Computation / by S. N. Afriat.
Author
Afriat, Sydney Naphtali
Other name(s)
SpringerLink (Online service)
Publication
Boston, MA : Springer US , 2000.
Physical Details
XV, 175 pages. : online resource.
ISBN
9781461542735
Summary Note
Deals with the most basic notion of linear algebra, to bring emphasis on approaches to the topic serving at the elementary level and more broadly. A typical feature is where computational algorithms and theoretical proofs are brought together. Another is respect for symmetry, so that when this has some part in the form of a matter it should also be reflected in the treatment. Issues relating to computational method are covered. These interests may have suggested a limited account, to be rounded-out suitably. However this limitation where basic material is separated from further reaches of the subject has an appeal of its own. To the `elementary operations' method of the textbooks for doing linear algebra, Albert Tucker added a method with his `pivot operation'. Here there is a more primitive method based on the `linear dependence table', and yet another based on `rank reduction'. The determinant is introduced in a completely unusual upside-down fashion where Cramer's rule comes first. Also dealt with is what is believed to be a completely new idea, of the `alternant', a function associated with the affine space the way the determinant is with the linear space, with n+1 vector arguments, as the determinant has n. Then for affine (or barycentric) coordinates we find a rule which is an unprecedented exact counterpart of Cramer's rule for linear coordinates, where the alternant takes on the role of the determinant. These are among the more distinct or spectacular items for possible novelty, or unfamiliarity. Others, with or without some remark, may be found scattered in different places.:
Contents note
1 Matrices -- 2 Linear Space -- 3 Linear Dependence -- 4 Dimension -- 5 Replacement -- 6 Linear Equations -- 7 Determinants -- 8 Determinants and Matrices -- 9 Quadratic Forms -- 1 Permutations -- 2 Combinations -- 1 Maximal replacement -- 2 Rank reduction -- 3 Tucker’s pivot algorithm -- 4 Extended rank reduction -- 5 Permutations -- 6 Combinations.
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site
http://dx.doi.org/10.1007/978-1-4615-4273-5
Links to Related Works
Subject References:
Algebra
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Applications of Mathematics
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Applied mathematics
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Engineering mathematics
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Linear and Multilinear Algebras, Matrix Theory
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Linear dependence (Mathematics)
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Matrix theory
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Numeric Computing
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Numerical Analysis
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Theory of Computation
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Authors:
Afriat, Sydney Naphtali
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Afriat, Sydney Naphtali, 1925-
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Corporate Authors:
SpringerLink (Online service)
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Classification:
512.5
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512.5 (DDC 21)
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