OEF vector spaces
    
      --- Introduction ---
    
  
 
This module contains actually 16 exercises on vector spaces.
See also collections of exercises on
definition of vector spaces or
definition of subspaces.
Two subsets
Let  be a vector space. We have two subsets of ,	
 and 
, having respectively  and  elements. Answer:	
		
Two subsets II
Let  be a vector space. We have two subsets of	, 
 and 
, having respectively  and  elements. Answer:			| If , is it true that  ? |  
 | 
	| If , is it true that  ? |  
 | 
	
	
Dim matrix antisym
What is the dimension of the (real) vector space composed of real 	antisymmetric matrices of size ×?
Dim matrix sym
What is the dimension of the (real) vector space composed of symmetric	real matrices of size ×?
Dim matrix triang
What is the dimension of the (real) vector space composed of real	 triangular matrices of size ×?
Dim poly with roots
What is the dimension of the vector space composed of real polynomials	of degree at most , having  as a root of multiplicity at least	?
Parametrized vector
Let v1=() and	v2=() be two vectors in	
. Find the value for the parameter t	such that the vector	v=() belongs to the subspace of	
 generated by v1 and	v2.
Shelf of bookshop 3 authors
A bookshop ranges its shelf of novels.	  - If one shows  (resp. , ) copies of	  each title of author A (resp. author B, author C), 	  there will be  books on the shelf.	  
 - If one shows  (resp. , ) copies of	  each title of author A (resp. author B, author C), 	  there will be  books on the shelf.	  
 
	  How many titles are there in total for these three	  authors?
Dim(ker) endomorphism
Let 
 be a vector space of dimension , and	 
 an endomorphism. One knows that the image of	 
 is of dimension . What is the minimum of the dimension	 of the kernel of 
?
Dim subspace by system
Let E be a sub-vector space of R	 defined by a homogeneous linear system. This system is composed of 	 equations, and the rank of the coefficient	 matrix of this system is equal to . What is the dimension of E?
Generation and dependency
Let  be a vector space of dimension , and let	 be a set of  . Study the truth of the following statements.			
Dim intersection of subspaces
Let 
 be a vector space of dimension , 	 and 
, 
 two subspaces of 
 with	 
, 
. One supposes that	 
 and 
 generate 
. What is the dimension of the 	 intersection 
 ?
Image of vector 2D
Let 
 be a linear map, with	 
, 
.	 Compute 
, where 
.	 To give your reply, one writes 
.
Image of vector 2D II
Let 
 be a linear map, with	 
, 
.	 Compute 
, where 
.	 To give your reply, one writes 
.
Image of vector 3D
Let 
 be a linear map, with	 
, 
,	 
.	 Compute 
, where 
.	 To give your reply, one writes 
.
Image of vector 3D II
Let 
 be a linear map, with	 
, 
,	 
.	 Compute 
, where 
.	 To give your reply, one writes 
.
  
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    - Description: collection of exercises on vector spaces. interactive exercises, online calculators and plotters, mathematical recreation and games
 
    - Keywords: interactive mathematics, interactive math, server side interactivity, algebra, linear algebra, linear algebra, linear transformation, vector space, base, dimension, linear system