Relation With The Dual Space
In the discussion on the universal property, replacing Z by the underlying scalar field of V and W yields that the space (V ⊗ W)* (the dual space of V ⊗ W, containing all linear functionals on that space) is naturally identified with the space of all bilinear functionals on V × W In other words, every bilinear functional is a functional on the tensor product, and vice versa.
Whenever V and W are finite dimensional, there is a natural isomorphism between V* ⊗ W* and (V ⊗ W)*, whereas for vector spaces of arbitrary dimension we only have an inclusion V* ⊗ W* ⊂ (V ⊗ W)*. So, the tensors of the linear functionals are bilinear functionals. This gives us a new way to look at the space of bilinear functionals, as a tensor product itself.
Read more about this topic: Tensor Product
Famous quotes containing the words relation with, relation, dual and/or space:
“To criticize is to appreciate, to appropriate, to take intellectual possession, to establish in fine a relation with the criticized thing and to make it ones own.”
—Henry James (18431916)
“Concord is just as idiotic as ever in relation to the spirits and their knockings. Most people here believe in a spiritual world ... in spirits which the very bullfrogs in our meadows would blackball. Their evil genius is seeing how low it can degrade them. The hooting of owls, the croaking of frogs, is celestial wisdom in comparison.”
—Henry David Thoreau (18171862)
“Thee for my recitative,
Thee in the driving storm even as now, the snow, the winter-day
declining,
Thee in thy panoply, thy measurd dual throbbing and thy beat
convulsive,
Thy black cylindric body, golden brass and silvery steel,”
—Walt Whitman (18191892)
“Mere human beings cant afford to be fanatical about anything.... Not even about justice or loyalty. The fanatic for justice ends by murdering a million helpless people to clear a space for his law-courts. If we are to survive on this planet, there must be compromises.”
—Storm Jameson (18911986)