Credits to this answer goes to the user https://math.stackexchange.com/users/127490/hoot
Let $R$ be a noetherian ring so that i can assume that $(0)$ has a primary decomposition.
Let $\mathfrak{p}_1, \mathfrak{p}_2,\cdots \mathfrak{p}_n$ be the associated prime ideals of the ideal $(0)$ in the Noetherian ring $R$. Then
- $\bigcap_{i=1}^n\mathfrak{p}_i$ is the collection of nilpotent elements in $R$.
- $\bigcup_{i=1}^n\mathfrak{p}_i$ is the collection of zero divisors in $R$.
Suppose $R$ is not an integral domain and has no nonzero nilpotent elements then we see that $\bigcap_{i=1}^n\mathfrak{p}_i=(0)$...
Suppose $\mathfrak{p}$ is a minimal associated prime of $(0)$ and $\mathfrak{q}$ be a minimal prime ideal in $R$ such that $\mathfrak{q}\subset\mathfrak{p}$.. As $\mathfrak{q}$ is a prime ideal, $\mathfrak{q}$ must contain some minimal associated prime say $\mathfrak{l}$ of $(0)$. So, we have $\mathfrak{l}\subset\mathfrak{q}\subset\mathfrak{p}$. AS $\mathfrak{p}$ and $\mathfrak{l}$ are associated primes of $(0)$ and $\mathfrak{p}$ is minimal we should have $\mathfrak{l}=\mathfrak{q}=\mathfrak{p}$.. Thus $\mathfrak{p}$ is a minimal prime ideal...
Suppose $\mathfrak{p}$ is a minimal prime ideal then, there exist a minimal associated prime $\mathfrak{q}$ of $(0)$ such that $\mathfrak{p}\supset \mathfrak{q}$. As $\mathfrak{q}$ is a prime ideal and $\mathfrak{p}$ is minimal prime ideal we should have $\mathfrak{p}=\mathfrak{q}$... So, $\mathfrak{p}$ is a minimal associated prime.. So, minimal prime ideal is minimal associated prime of $(0)$..
So, minimal primes are precisely the minimal associated primes... So,
$$\{0\}=\bigcap_{i=1}^n\mathfrak{p}_i=\bigcap_{\rm{minimal}}\mathfrak{p}_i=\bigcap_{\rm{minimal~ primes ~ of ~ R}}\mathfrak{q}_i$$
So, intersection of all minimal prime ideals is $\{0\}$ and if there is only one minimal prime ideal then that ideal has to be zero ideal... As zero ideal is prime ideal in this $R$, the ring has to be an integral domain which contradicts the assumption.. thus, there exists atleast two minimal prime ideals..
We have $\mathfrak{q}\supset (0)=\mathfrak{q}_1\cap \mathfrak{q}_2\cap\cdots\cap \mathfrak{q}_n$ which implies $r(\mathfrak{q})\supset r(\mathfrak{q}_1)\cap r(\mathfrak{q}_2)\cap\cdots\cap r(\mathfrak{q}_n)$ . As $\mathfrak{q}$ is a prime ideal we have $r(\mathfrak{q})=\mathfrak{q}$... This would mean $\mathfrak{q}\supset r(\mathfrak{q}_1)\cap r(\mathfrak{q}_2)\cap\cdots\cap r(\mathfrak{q}_n)$.. This imply $\mathfrak{q}$ contains some $r(\mathfrak{q}_i)$ for some $i$ and we may even assume $r(\mathfrak{q}_i)$ is minimal primary component... Here i have used a result that "$\mathfrak{a}_1,\mathfrak{a}_2,\cdots, \mathfrak{a}_n$ be ideals of $A$ and $\mathfrak{p}$ is a prime ideal containing $\bigcap_{i=1}^n \mathfrak{a}_i$.
Then $\mathfrak{p}\supseteq \mathfrak{a}_i$ for some $i$".