Are There General Rules for Limits in Multivariable Real-Valued Functions?

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In multivariable real-valued functions, the standard rules for limits, such as sum, product, quotient, and composition, can generally be applied similarly to single-variable cases. The discussion highlights that while the composition law for limits holds, caution is needed with certain theorems like the mean value theorem, which may not extend to multiple variables. The conversation also touches on the application of partial derivatives and gradient vectors, affirming their relevance in this context. Additionally, the need for tools analogous to L'Hôpital's rule for limits in multiple dimensions is noted. Overall, the principles of limits in multivariable functions maintain a level of consistency with those in single-variable functions, albeit with some exceptions.
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When dealing with real valued functions (one output for now) of more than one real variable, can the usual rules from R --> R be generalised in the natural way? Specifically the sum, product, quotient and composite rules. Any pathological cases?

Also I was also wondering if there are any tools analogous to L'Hopital lying around anywhere.
 
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Looks to me like you are talking about Rn--> R: a real valued function of several values. Yes, the standard rules for derivatives apply to partial derivatives and the gradient vector.
 
Yes I know that, I was more concerned about actual limits at a pedantic epsilon-delta level. Eg. for the composite rule if f(x,y) = h(g(x,y)), and we know that

lim g(x,y) = L
(x,y)-->(a,b)

then can we always say that

lim f(x,y) = lim h(z)
(x,y)-->(a,b) z-->L
 
Derivatives *are* pedantic epsilon and delta arguments. And they all pass through without alteration in the R^m case: just replace | | with || ||, the Euclidean distance in R^m.

It is things like the mean value theorem that fail.
 
Hmm, looking back at your original post I don't know where I got the idea that you were talking about derivatives!

Yes, the "composition" law applies to limits of functions of several variables.
 
Thanks guys
 

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