Proof.
The set \mathcal{T} = \{ f^{-1}(U) | U \subset X \text{ open}\} is a topology on Y. Firstly, \emptyset = f^{-1}(\emptyset ) and f^{-1}(X) = Y. So \mathcal{T} contains \emptyset and Y.
Now let \{ V_ i\} _{i \in I} be a collection of open subsets where V_ i \in \mathcal{T} and write V_ i = f^{-1}(U_ i) where U_ i is an open subset of X, then
\bigcup \nolimits _{i\in I} V_ i = \bigcup \nolimits _{i\in I} f^{-1}(U_ i) = f^{-1}\left(\bigcup \nolimits _{i\in I} U_ i\right)
So \bigcup _{i\in I} V_ i \in \mathcal{T} as \bigcup _{i\in I} U_ i is open in X. Now let V_1, V_2 \in \mathcal{T}. We have U_1, U_2 open in X such that V_1 = f^{-1}(U_1) and V_2 = f^{-1}(U_2). Then
V_1 \cap V_2 = f^{-1}(U_1) \cap f^{-1}(U_2) = f^{-1}(U_1 \cap U_2)
So V_1 \cap V_2 \in \mathcal{T} because U_1 \cap U_2 is open in X.
Any topology on Y such that f is continuous contains \mathcal{T} according to the definition of a continuous map. Thus \mathcal{T} is indeed the weakest topology on Y such that f is continuous. This proves that (1) and (2) are equivalent.
The equivalence of (2) and (3) follows from the equality f^{-1}(X \setminus E) = Y \setminus f^{-1}(E) for all subsets E \subset X.
\square
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