Intro to Differential equations: Vector Spaces

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SUMMARY

The discussion centers on demonstrating that the set of positive numbers, denoted as P, forms a vector space under the operations defined by a⊕b = a x b for addition and r x a = a^r for scalar multiplication. Key properties of vector spaces are referenced, including commutativity, associativity, and the existence of an identity element. Participants emphasize the importance of correctly identifying the identity element and inverses within P, clarifying that the identity element is not the traditional zero but a positive real number. The conversation provides a structured approach to proving these properties step-by-step.

PREREQUISITES
  • Understanding of vector space axioms and properties
  • Familiarity with operations on positive real numbers
  • Basic knowledge of scalar multiplication and addition in algebra
  • Concept of identity elements and inverses in mathematical structures
NEXT STEPS
  • Study the properties of vector spaces in detail, focusing on axioms and examples
  • Explore the concept of identity elements and inverses in algebraic structures
  • Practice proving that specific sets form vector spaces using defined operations
  • Learn about the implications of scalar multiplication in different mathematical contexts
USEFUL FOR

Students of linear algebra, mathematicians exploring vector spaces, and educators teaching vector space concepts will benefit from this discussion.

Jaglowsd
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Good evening everyone, I hope everyone is having a better evening than myself thanks to this homework problem.

Let P be the set of positive numbers. For a,b in P, define a+b=a x b; for a in P and a real number r, define r x a= a^r. Show that P is a vector space using ⊕ as addition and (circle dot) as scalar multiplication.
For a,b in P, define ab=a x b; for a in P and a real number r, define r x a= a^r.
My professor wants us to use these properties that are in our text,

Properties:
1. X+Y=Y+X.
2. (X+Y)+Z=X+(Y+Z).
3. 0+X=X+0=X.
4. r(sX)=(rs)X.
5. (r+s)X=rX+sX.
6. r(X+Y)=rX+rY.
7. 1X=X.


My professor introduced our class to the topic of a vector space today and when he was talking about it everything made sense. Now that I am here on my own I honestly do not know where to start. Unfortunately I was unable to go to his office hours today to ask him about it.

A brief and general description of where I should start is all I ask.
 
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Jaglowsd said:
Good evening everyone, I hope everyone is having a better evening than myself thanks to this homework problem.

Let P be the set of positive numbers. For a,b in P, define a+b=a x b; for a in P and a real number r, define r x a= a^r. Show that P is a vector space using ⊕ as addition and (circle dot) as scalar multiplication.
For a,b in P, define ab=a x b; for a in P and a real number r, define r x a= a^r.

You mean ##r \odot a = a^r##

My professor wants us to use these properties that are in our text,

Properties:
1. X+Y=Y+X.
2. (X+Y)+Z=X+(Y+Z).
3. 0+X=X+0=X.
4. r(sX)=(rs)X.
5. (r+s)X=rX+sX.
6. r(X+Y)=rX+rY.
7. 1X=X.

My professor introduced our class to the topic of a vector space today and when he was talking about it everything made sense. Now that I am here on my own I honestly do not know where to start. Unfortunately I was unable to go to his office hours today to ask him about it
.

A brief and general description of where I should start is all I ask.

Take one step at a time. Look at property 1. What is ##x\oplus y##? What is ##y\oplus x##? Are they equal? Just continue.
 
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One of the standard conditions is missing from your list. It's usually stated after 3 but before 4. It goes like this: X⊕(-X)=(-X)⊕X=0.

A typical beginning linear algebra student will find the axioms that involve 0 or -X confusing. Note that the full statement of axiom 3 goes like this: There's a Z in P such that for all X in P, we have X⊕Z=Z⊕X=X.

Such a Z is said to be an identity element of ⊕. So axiom 3 is telling you that ⊕ has an identity element in P. It's easy to show that ⊕ has at most one identity element (see below) so axiom 3 is really telling you that ⊕ has exactly one identity element. This identity element is denoted by 0, because that's the standard notation for the identity element of a commutative binary operation that's denoted by a symbol that's similar to a plus sign. But the identity element of ⊕ is NOT the number 0. Note that (the full statement of) axiom 3 says that 0 (the identity element) is an element of P, so it's a positive real number. You will have to figure out which one.

Similarly, the full statement of the forgotten axiom that I included at the start of this post is: For each X in P, there's a Y in P such that X⊕Y=Y⊕X=0. Here 0 denotes the identity element of ⊕, not the number 0. A positive real number Y such that X⊕Y=Y⊕X=0 is said to be an inverse of X. It's easy to prove that each element of P has at most one inverse. So the axiom is really telling us that each element of P has exactly one inverse. The standard notation for the inverse of X is -X.

Here's the proof of the claim that there's at most one identity element in P. Suppose that there are two. Denote them by 0 and 0'. Since 0'⊕X for all X in P and 0 is in P, we have 0'⊕0=0. Since X⊕0=X for all X in P, and 0' is in P, we have 0'⊕0=0'. So 0'=0'⊕0=0.
 
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