Sentence:  This reduction has been accomplished by the general methods of <WSD>linear</WSD> algebra , i.e. , by the primary decomposition theorem . 
Meaning of the word marked with <WSD> tags:  the part of algebra that deals with the theory of linear equations and linear transformation