You have 3 free guides left 😟
Unlock your guides
You have 3 free guides left 😟
Unlock your guides

10.1 Construction and properties of tensor products

2 min readjuly 25, 2024

Tensor products are a powerful tool in commutative algebra, combining modules to create new structures. They're defined by a universal property and have key properties like and distributivity. Understanding tensor products is crucial for grasping advanced algebraic concepts.

Computations with tensor products involve free modules, quotients, and cyclic groups. These calculations reveal important relationships between algebraic structures and help solve complex problems in theory and beyond. Mastering tensor products opens doors to deeper algebraic insights.

Tensor Product Fundamentals

Tensor product definition and properties

Top images from around the web for Tensor product definition and properties
Top images from around the web for Tensor product definition and properties
  • Tensor product MRNM \otimes_R N combines modules MM and NN over commutative ring RR, creating new algebraic structure
  • Construction starts with on M×NM \times N, quotients by submodule generated by relations preserving
  • Relations ensure (m+m,n)(m,n)+(m,n)(m + m', n) \sim (m, n) + (m', n), (m,n+n)(m,n)+(m,n)(m, n + n') \sim (m, n) + (m, n'), and (rm,n)(m,rn)(rm, n) \sim (m, rn) for rRr \in R
  • Universal property establishes existence of bilinear map ϕ:M×NMRN\phi: M \times N \to M \otimes_R N
  • For any bilinear map f:M×NPf: M \times N \to P, unique linear map f~:MRNP\tilde{f}: M \otimes_R N \to P exists, represented by commutative diagram

Computation of tensor products

  • Free modules F1RF2F_1 \otimes_R F_2 with bases {ei}\{e_i\} and {fj}\{f_j\} yield free module with basis {eifj}\{e_i \otimes f_j\}
  • MRRMM \otimes_R R \cong M for any RR-module MM, simplifying computations
  • Quotient modules follow (M/N)RP(MRP)/(NRP)(M/N) \otimes_R P \cong (M \otimes_R P) / (N \otimes_R P)
  • Z/mZZZ/nZZ/gcd(m,n)Z\mathbb{Z}/m\mathbb{Z} \otimes_\mathbb{Z} \mathbb{Z}/n\mathbb{Z} \cong \mathbb{Z}/\gcd(m,n)\mathbb{Z} demonstrates tensor product of finite cyclic groups
  • QZQQ\mathbb{Q} \otimes_\mathbb{Z} \mathbb{Q} \cong \mathbb{Q} showcases tensor product of infinite-dimensional vector spaces

Properties and Applications

Proofs for tensor product properties

  • Associativity (LRM)RNLR(MRN)(L \otimes_R M) \otimes_R N \cong L \otimes_R (M \otimes_R N) proved using universal property
  • MRNNRMM \otimes_R N \cong N \otimes_R M established by isomorphism mnnmm \otimes n \mapsto n \otimes m
  • Distributivity LR(MN)(LRM)(LRN)L \otimes_R (M \oplus N) \cong (L \otimes_R M) \oplus (L \otimes_R N) shown using universal property and direct sum properties
  • Zero module property MR00M \otimes_R 0 \cong 0 holds for any RR-module MM
  • Scalar multiplication compatibility ensures r(mn)=(rm)n=m(rn)r(m \otimes n) = (rm) \otimes n = m \otimes (rn) for rRr \in R

Tensor products vs bilinear maps

  • Bilinear maps f:M×NPf: M \times N \to P linear in each argument separately
  • Tensor product serves as universal bilinear map, factoring all bilinear maps
  • Multilinear maps represented as linear maps on tensor products
  • Dual spaces relationship (MRN)(MRN)(M^* \otimes_R N^*) \cong (M \otimes_R N)^* holds for finite-dimensional vector spaces
  • Change of rings allows MRSM \otimes_R S to become SS-module for RR-algebra SS
  • of modules determined by exactness of MRM \otimes_R - functor
  • Problem-solving employs universal property, reduction to simpler tensor products, and identification of bilinear maps
© 2024 Fiveable Inc. All rights reserved.
AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.


© 2024 Fiveable Inc. All rights reserved.
AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.

© 2024 Fiveable Inc. All rights reserved.
AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.
Glossary
Glossary