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Exercise 1.3 · Q11

Q.If f,g,hf,g,h are real valued functions defined on RR, then prove that (f+g)∘h=f∘h+g∘h(f+g)\circ h=f\circ h+g\circ h. What can you say about f∘(g+h)f\circ(g+h)? Justify your answer.

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Step 1 (Proof that (f+g)∘h=f∘h+g∘h(f+g)\circ h=f\circ h+g\circ h). For every x∈Rx\in R:

[(f+g)∘h](x)=(f+g)(h(x))=f(h(x))+g(h(x)) [definition of f+g]=(f∘h)(x)+(g∘h)(x)=(f∘h+g∘h)(x).\big[(f+g)\circ h\big](x)=(f+g)(h(x))=f(h(x))+g(h(x))\ \text{[definition of }f+g\text{]}=(f\circ h)(x)+(g\circ h)(x)=(f\circ h+g\circ h)(x).

This chain of equalities holds for EVERY xx and for ANY functions f,g,hf,g,h, so (f+g)∘h=f∘h+g∘h(f+g)\circ h=f\circ h+g\circ h always. ■\blacksquare (Composing on the right by hh distributes over addition.)

Step 2 (Investigating f∘(g+h)f\circ(g+h)). Compare [f∘(g+h)](x)=f(g(x)+h(x))\big[f\circ(g+h)\big](x)=f(g(x)+h(x)) with [f∘g+f∘h](x)=f(g(x))+f(h(x))\big[f\circ g+f\circ h\big](x)=f(g(x))+f(h(x)). These agree for every g,hg,h ONLY if ff itself satisfies f(a+b)=f(a)+f(b)f(a+b)=f(a)+f(b) for all a,ba,b (i.e. ff is "additive", such as f(x)=cxf(x)=cx). For a general ff (e.g. anything nonlinear), the two sides differ. …

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