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I have been trying to understand how mathematica does pattern matching:

{Sin[x] + 1} /. Sin -> Cos

returns

Cos[x] + 1

I am guessing that the program searches for the expression in the expression tree and then replaces the pattern once it finds it.

Thanks

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  • $\begingroup$ From the documentation of ReplaceAll: ReplaceAll looks at each part of expr, tries all the rules on it, and then goes on to the next part of expr. The first rule that applies to a particular part is used; no further rules are tried on that part or on any of its subparts. $\endgroup$
    – vapor
    Mar 21, 2017 at 17:17
  • $\begingroup$ Thanks for your reply, I have read the documentation. I wanted to know how does it look at each part of the expresison does it traverse down the expression tree or it has some other mechanism? $\endgroup$ Mar 21, 2017 at 17:32
  • $\begingroup$ It performs a DFS of the expression tree. (I am not 100% sure since I cannot find an official source) $\endgroup$
    – vapor
    Mar 21, 2017 at 17:46
  • $\begingroup$ @happyfish It is not always DFS. It is DFS for functions like Replace, Cases, etc. For ReplaceAll it is actually BFS. $\endgroup$ Mar 21, 2017 at 17:52
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    $\begingroup$ @LeonidShifrin I think ReplaceAll is not a BFS but rather a depth-first preorder traversal? $\endgroup$
    – Mr.Wizard
    Mar 21, 2017 at 18:28

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