Maths WorkshopMaths problems with full solutions

Linear maps

29 problems · Kernel, image and rank.

Ex.13Checking linearity
#linear map #definition #examples
Linear maps
High school
High school
Ex.85Matrix of a linear map
#matrix representation #canonical basis #linear map
Linear maps
High school
High school
Ex.108Computing a kernel
#kernel #linear map #basis
Linear maps
L1
L1
Ex.118Basis of a kernel
#kernel #basis #linear map
Linear maps
L1
L1
Ex.120Computing an image
#image #linear map #generators
Linear maps
L1
L1
Ex.124Rank of a linear map
#rank #image dimension #matrix
Linear maps
L1
L1
Ex.126Rank-nullity theorem on an example
#rank-nullity #rank #kernel dimension
Linear maps
L1
L1
Ex.128An injective linear map
#injectivity #kernel #linear map
Linear maps
L1
L1
Ex.130A surjective linear map
#surjectivity #rank #linear map
Linear maps
L1
L1
Ex.131An isomorphism
#isomorphism #inverse #linear map
Linear maps
L1
L1
Ex.134Inverse of an endomorphism
#inverse #endomorphism #matrix inverse
Linear maps
L1
L1
Ex.136Composition and matrix product
#composition #matrix product #representation
Linear maps
L1
L1
Ex.138Composition of linear maps
#composition #matrix product #linear maps
Linear maps
L1
L1
Ex.140Kernel of a composition
#composition #kernel #inclusion
Linear maps
L1
L1
Ex.143Image of a composition
#composition #image #inclusion
Linear maps
L1
L1
Ex.145Rank inequality for a composition
#rank #composition #inequality
Linear maps
L1
L1
Ex.146Rank is invariant under invertible multiplications
#rank #invertible matrices #invariance
Linear maps
L1
L1
Ex.150Change of basis for a linear map
#change of basis #matrix representation #similarity
Linear maps
L1
L1
Ex.151Invariants under similarity
#similarity #trace #determinant #rank #characteristic polynomial
Linear maps
L1
L1
Ex.153A linear projection
#projection #idempotence #kernel and image
Linear maps
L1
L1
Ex.155A linear symmetry
#symmetry #involution #linear map
Linear maps
L1
L1
Ex.157A nilpotent endomorphism
#nilpotent #kernel #image
Linear maps
L1
L1
Ex.160Kernel and image of an endomorphism - when are they supplementary?
#kernel #image #direct sum #endomorphism
Linear maps
L1
L1
Ex.162Projection onto a subspace
#orthogonal projection #linear map #kernel and image
Linear maps
L1
L1
Ex.165Kernel and image of a matrix and its transposition
#kernel #image #transpose #orthogonal complement
Linear maps
L1
L1
Ex.166Eigenvectors and injectivity
#eigenvectors #injectivity #kernel
Linear maps
L1
L1
Ex.169Diagonalizability and the sum of eigenspaces
#diagonalization #eigenspaces #dimension
Linear maps
L1
L1
Ex.170Invariant subspaces
#invariant subspace #endomorphism #restriction
Linear maps
L1
L1
Ex.173Induced map on a quotient
#quotient space #induced map #well-defined
Linear maps
L2
L2