Multilinear algebra | Tensors | Algebras | Hopf algebras

Tensor algebra

In mathematics, the tensor algebra of a vector space V, denoted T(V) or T•(V), is the algebra of tensors on V (of any rank) with multiplication being the tensor product. It is the free algebra on V, in the sense of being left adjoint to the forgetful functor from algebras to vector spaces: it is the "most general" algebra containing V, in the sense of the corresponding universal property (see ). The tensor algebra is important because many other algebras arise as quotient algebras of T(V). These include the exterior algebra, the symmetric algebra, Clifford algebras, the Weyl algebra and universal enveloping algebras. The tensor algebra also has two coalgebra structures; one simple one, which does not make it a bialgebra, but does lead to the concept of a cofree coalgebra, and a more complicated one, which yields a bialgebra, and can be extended by giving an antipode to create a Hopf algebra structure. Note: In this article, all algebras are assumed to be unital and associative. The unit is explicitly required to define the coproduct. (Wikipedia).

Tensor algebra
Video thumbnail

Calculus 3: Tensors (1 of 28) What is a Tensor?

Visit http://ilectureonline.com for more math and science lectures! In this video I will explain what is a tensor. A tensor is a mathematical representation of a scalar (tensor of rank 0), a vector (tensor of rank 1), a dyad (tensor of rank 2), a triad (tensor or rank 3). Next video in t

From playlist CALCULUS 3 CH 10 TENSORS

Video thumbnail

What is a Tensor? Lesson 20: Algebraic Structures II - Modules to Algebras

What is a Tensor? Lesson 20: Algebraic Structures II - Modules to Algebras We complete our survey of the basic algebraic structures that appear in the study of general relativity. Also, we develop the important example of the tensor algebra.

From playlist What is a Tensor?

Video thumbnail

What Is A Tensor Lesson #1: Elementary vector spaces

We define a vector space and lay the foundation of a solid understanding of tensors.

From playlist What is a Tensor?

Video thumbnail

Linear Algebra for Beginners

Linear algebra is the branch of mathematics concerning linear equations such as linear functions and their representations through matrices and vector spaces. Linear algebra is central to almost all areas of mathematics. Topic covered: Vectors: Basic vectors notation, adding, scaling (0:0

From playlist Linear Algebra

Video thumbnail

Lecture 27. Properties of tensor products

0:00 Use properties of tensor products to effectively think about them! 0:50 Tensor product is symmetric 1:17 Tensor product is associative 1:42 Tensor product is additive 21:40 Corollaries 24:03 Generators in a tensor product 25:30 Tensor product of f.g. modules is itself f.g. 32:05 Tenso

From playlist Abstract Algebra 2

Video thumbnail

Linear Algebra for Computer Scientists. 12. Introducing the Matrix

This computer science video is one of a series of lessons about linear algebra for computer scientists. This video introduces the concept of a matrix. A matrix is a rectangular or square, two dimensional array of numbers, symbols, or expressions. A matrix is also classed a second order

From playlist Linear Algebra for Computer Scientists

Video thumbnail

Matrix Algebra Basics || Matrix Algebra for Beginners

In mathematics, a matrix is a rectangular array or table of numbers, symbols, or expressions, arranged in rows and columns. This course is about basics of matrix algebra. Website: https://geekslesson.com/ 0:00 Introduction 0:19 Vectors and Matrices 3:30 Identities and Transposes 5:59 Add

From playlist Algebra

Video thumbnail

Determining if a vector is a linear combination of other vectors

Please Subscribe here, thank you!!! https://goo.gl/JQ8Nys Determining if a vector is a linear combination of other vectors

From playlist Linear Algebra

Video thumbnail

Linear Algebra for Beginners | Linear algebra for machine learning

Linear algebra is the branch of mathematics concerning linear equations such as linear functions and their representations through matrices and vector spaces. Linear algebra is central to almost all areas of mathematics. In this course you will learn most of the basics of linear algebra wh

From playlist Linear Algebra

Video thumbnail

Gilles Pisier: The lifting property for C*-algebras

Talk by Gilles Pisier in Global Noncommutative Geometry Seminar (Americas) on January 14, 2022 in https://globalncgseminar.org/talks/the-lifting-property-for-c-algebras/

From playlist Global Noncommutative Geometry Seminar (Americas)

Video thumbnail

R-matrices II - Elijah Bodish

Quantum Groups Seminar Topi: R-matrices II Elijah Bodish University of Oregon Date: February 25, 2021 For more video please visit http://video.ias.edu

From playlist Quantum Groups Seminar

Video thumbnail

Mateusz Michalek: "Algebraic methods to construct tensors"

Tensor Methods and Emerging Applications to the Physical and Data Sciences 2021 Workshop III: Mathematical Foundations and Algorithms for Tensor Computations "Algebraic methods to construct tensors" Mateusz Michalek - Universität Konstanz, Institute of Mathematics Abstract: We will prese

From playlist Tensor Methods and Emerging Applications to the Physical and Data Sciences 2021

Video thumbnail

Lecture 8: Bökstedt Periodicity

In this video, we give a proof of Bökstedts fundamental result showing that THH of F_p is polynomial in a degree 2 class. This will rely on unlocking its relation to the dual Steenrod algebra and the fundamental fact, that the latter is free as an E_2-Algebra. Feel free to post comments a

From playlist Topological Cyclic Homology

Video thumbnail

Lecture 7: Hochschild homology in ∞-categories

In this video, we construct Hochschild homology in an arbitrary symmetric-monoidal ∞-category. The most important special case is the ∞-category of spectra, in which we get Topological Hochschild homology. Feel free to post comments and questions at our public forum at https://www.uni-mu

From playlist Topological Cyclic Homology

Video thumbnail

Gilles Pisier - Propriétés de relèvement pour les 𝐶^∗-algèbres : du local au global ?

The main problem we will consider is whether the local lifting property (LLP) of a $C^*$-algebra implies the (global) lifting property (LP). Kirchberg showed that this holds if the Connes embedding problem has a positive solution, but it might hold even if its solution is negative. We will

From playlist Annual meeting “Arbre de Noël du GDR Géométrie non-commutative”

Video thumbnail

Jason Morton: "An Algebraic Perspective on Deep Learning, Pt. 1"

Graduate Summer School 2012: Deep Learning, Feature Learning "An Algebraic Perspective on Deep Learning, Pt. 1" Jason Morton, Pennsylvania State University Institute for Pure and Applied Mathematics, UCLA July 19, 2012 For more information: https://www.ipam.ucla.edu/programs/summer-scho

From playlist GSS2012: Deep Learning, Feature Learning

Video thumbnail

What is linear algebra?

This is part of an online course on beginner/intermediate linear algebra, which presents theory and implementation in MATLAB and Python. The course is designed for people interested in applying linear algebra to applications in multivariate signal processing, statistics, and data science.

From playlist Linear algebra: theory and implementation

Video thumbnail

Kazhdan-Lusztig equivalence - Pablo Boixeda Alvarez

Quantum Groups Seminar Topic: Kazhdan-Lusztig equivalence Speaker: Pablo Boixeda Alvarez Affiliation: Member, School of Mathematics Date: May 13, 2021 For more video please visit https://www.ias.edu/video

From playlist Quantum Groups Seminar

Related pages

Clifford algebra | Hopf algebra | Cofree coalgebra | Unital algebra | Vector space | Tensor product | Associative algebra | Indeterminate (variable) | Free object | Coproduct | Up to | Algebra homomorphism | Generator (mathematics) | Coalgebra | Braided vector space | Forgetful functor | Bimodule | Inclusion map | Algebra over a field | Commutative diagram | Natural transformation | Linear map | Mathematics | Divided power structure | Field (mathematics) | Integer | Category theory | Tensor | Exterior algebra | Category (mathematics) | Free algebra | Functor | Weyl algebra | Ground field | Monoidal category | Universal enveloping algebra | Symmetric algebra | Universal property | Multilinear algebra | Braided Hopf algebra | Bialgebra | Module (mathematics) | Commutative ring