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SumOfVectorSpaces.md (647B)


      1 # Sum of Vector Spaces
      2 
      3 **Source:** Linear Algebra Done Right
      4 
      5 **Chapter:** 1
      6 
      7 **Definition:** The sum of two vector spaces is another vector space which is formed by all sums of vectors in both spaces (think combining each vector with every other vector).
      8 
      9 Note that the sum of vector spaces is not simply limited to two vector spaces and can be stated as follows for 3 vector spaces where V_1, V_2, V_3 are vector spaces as is S_1:
     10 
     11 S_1 = V_1 + V_2 + V_3
     12 
     13 ### Other Information
     14 
     15 1. If U_1, U_2, U_3 are subspaces of V then so is U_1 + U_2 + U_3
     16 2. The smallest possible subspace that contains U_1, U_2, and U_3 is the sum of their vector spaces