Multiplication Operators
[9/100%]A necessary and sufficient condition that a family be the diagonal of a diagonal operator is that it be bounded; if it is bounded, then the equations uniquely determine an operator , and .
Suppose that is a Hilbert space and that is a family of vectors that constitute an orthonormal basis for . An operator is called a diagonal operator if is a scalar multiple of , say , for each ; the family may properly be called the diagonal of . It is sometimes convenient to use the symbol to denote the diagonal operator with the indicated diagonal terms.
Can an unbounded sequence of scalars induce a (possibly unbounded) transformation of into itself?
A diagonal operator with diagonal is an invertible operator if and only if the sequence is an invertible sequence. Consequence: the spectrum of a diagonal operator is the closure of the set of its diagonal terms.
The set of all bounded sequences of complex numbers is an algebra (pointwise operations), with unit ( for all ), with a conjugation (), and with a norm (). A bounded sequence is called invertible if it has an inverse in this algebra, i.e., if there exists a bounded sequence such that for all . A necessary and sufficient condition for this to happen is that be bounded away from , i.e., that there exist a positive number such that for all .
What, in terms of the multiplier , is the norm of the multiplication induced by ?
Suppose that is a measure space with measure . If is a complex-valued bounded (i.e., essentially bounded) measurable function on , then the multiplication operator (or just multiplication, for short) induced by is the operator on defined by for all in . (Here, as elsewhere in measure theory, two functions are identified if they differ on a set of measure zero only. This applies to the bounded 's as well as to the square-integrable 's.) If is the set of all positive integers and is the counting measure (the measure of every set is the number of elements in it), then multiplication operators reduce to diagonal operators.
If an operator on (for a -finite measure) is such that for all in (for some function ), then is measurable and bounded.
Can an unbounded function induce a (possibly unbounded) transformation of (for a -finite measure) into itself?
The multiplication operator on (for a -finite measure) induced by is an invertible operator if and only if is an invertible function. Consequence: the spectrum of a multiplication is the essential range of the multiplier.
The set of all bounded measurable functions (identified modulo sets of measure zero) is an algebra (pointwise operations), with unit ( for all ), with a conjugation (), and with a norm (). A bounded measurable function is invertible if it has an inverse in this algebra, i.e., if there exists a bounded measurable function such that for almost every . A necessary and sufficient condition for this to happen is that be bounded away from almost everywhere, i.e., that there exist a positive number such that for almost every .
The essential range of a function is, by definition, the set of all complex numbers such that for each neighborhood of the set has positive measure.
Suppose that is a functional Hilbert space, over a set say, and suppose that is a complex-valued function on such that whenever .
If , is the linear transformation bounded?
If and if is bounded, is the function bounded?
If a function multiplies into itself, then is necessarily bounded (Solution 66), and therefore multiplication by is necessarily an operator on . This problem asks whether the analogues of these assertions are true for functional Hilbert spaces.
Construct an infinite-dimensional functional Hilbert space such that the multipliers of are exactly the elements of .
A function on a set is a multiplier of a functional Hilbert space over if for every in . Solution 68 shows that every multiplier is (necessarily) bounded.
To say that every element of is a multiplier is the same as to say that is closed under multiplication, i.e., that is an algebra. The constant function is a multiplier of every ; hence, to say that every multiplier of belongs to is the same as to say that . If , then, of course, the algebra has a unit, but trivial examples show that the converse is not true. Thus, the construction of an infinite-dimensional functional Hilbert space that is an algebra with unit (under pointwise functional multiplication) is not quite, but almost, what the problem asks for.