Math Problem Statement

Suppose 𝑆, 𝑇 ∈ β„’(𝑉) are such that range 𝑆 βŠ† null 𝑇. Prove that (𝑆𝑇)^2 = 0

Solution

Given that S,T∈L(V)S, T \in \mathcal{L}(V) are linear operators on a vector space VV, and the range of SS is contained in the null space of TT (i.e., range(S)βŠ†null(T)\text{range}(S) \subseteq \text{null}(T)), we want to prove that (ST)2=0(ST)^2 = 0, or equivalently STST=0STST = 0.

Proof:

  1. Understanding the Given Condition:

    • The condition range(S)βŠ†null(T)\text{range}(S) \subseteq \text{null}(T) implies that for every vector v∈Vv \in V, the vector S(v)S(v) (which belongs to the range of SS) is also in the null space of TT.
    • Therefore, T(S(v))=0T(S(v)) = 0 for all v∈Vv \in V.
  2. Expression of (ST)2(ST)^2:

    • We need to prove that (ST)2=0(ST)^2 = 0. By definition: (ST)2=STST(ST)^2 = STST
    • We will show that for any v∈Vv \in V, STST(v)=0STST(v) = 0.
  3. Application of the Given Condition:

    • Consider ST(v)ST(v) for any v∈Vv \in V. Since S(v)∈VS(v) \in V, applying TT to S(v)S(v) gives us: T(S(v))=0T(S(v)) = 0
    • This directly implies that: ST(v)∈range(S)βŠ†null(T)ST(v) \in \text{range}(S) \subseteq \text{null}(T)
    • Thus, applying TT again to ST(v)ST(v), we get: T(ST(v))=0T(ST(v)) = 0
    • Therefore: STST(v)=S(T(ST(v)))=S(0)=0STST(v) = S(T(ST(v))) = S(0) = 0
  4. Conclusion:

    • Since STST(v)=0STST(v) = 0 for any vector v∈Vv \in V, it follows that STST=0STST = 0, which is the same as saying (ST)2=0(ST)^2 = 0.

Hence, we have proved that (ST)2=0(ST)^2 = 0.

Would you like more details or have any further questions?


Here are five related questions for further exploration:

  1. What are the implications of SS and TT being nilpotent operators?
  2. How would the result change if we assumed that null(S)βŠ†range(T)\text{null}(S) \subseteq \text{range}(T)?
  3. Can we generalize this result to any linear operators SS and TT with similar range and null space conditions?
  4. What is the significance of the result in terms of the minimal polynomial of the operator STST?
  5. How does the dimension of VV affect the properties of SS and TT?

Tip: When dealing with linear operators, carefully analyze the relationships between their range and null spaces to uncover deeper properties of the operators.

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Math Problem Analysis

Mathematical Concepts

Linear Operators
Vector Spaces
Null Space
Range of Operators

Formulas

(ST)^2 = 0

Theorems

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Suitable Grade Level

Advanced Undergraduate