Their well - known properties can be derived from their definitions , as linear maps or more generally ; .
The rules for manipulations of tensors arise as an extension of linear algebra to multilinear algebra .
Their well - known properties can be derived from their definitions , as linear maps or more generally ; and the rules for manipulations of tensors arise as an extension of linear algebra to multilinear algebra .