I'm having a trouble understanding the concept. Can you give me a math example where $P\Rightarrow Q$ Is true but $P\Leftrightarrow Q$ is false? Thank you.
Trouble understanding only one way implication truth
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For real numbers:
$$x > 1$$
implies that $$ x^2 > 1 $$
But $x^2 > 1$ does not imply that $x > 1$. For instance, $(-2)^2 = 4 > 1$, but $-2$ is not greater than $1$.
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An easy one: all squares are rectangles, but not every rectangle is a square.
The fallacy of the converse is something lots of students are guilty of. Remember, to say P implies Q means that if you have P, you have Q. The presence of Q doesn't mean P holds.
Another example: differentiability implies continuity. Every differentiable function is continuous on its domain's interior, but a continuous function need not have a derivative anywhere.
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For example
it always true that
$$a\ge 2 \implies a^2\ge 4$$
but the following does not hold (eg $a=-3$)
$$a\ge 2 \iff a^2\ge 4$$
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We have:
$$P \leftrightarrow Q \Rightarrow P \rightarrow Q$$
but not
$$P \leftrightarrow Q \Leftrightarrow P \rightarrow Q$$
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$$x=-1 \implies x^2 = 1$$ but $$x=-1 \not\Longleftarrow x^2=1$$ because it could be that $x=1$.
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Imagine the following:
$$\begin{align} a&=1\\ \Leftrightarrow a^2&=a\\ \Leftrightarrow a^2-1&=a-1\\ \Leftrightarrow (a-1)(a+1)&=a-1\\ \Leftrightarrow a+1&=1\\ \Leftrightarrow a&=0 \end{align}$$ Where's the mistake?
In general, $A\Rightarrow B$ means that, in order for $A$ to be true, it is neccessary that $B$ is true, but, nothing is neccessary in order for $A$ to be false.
On the other hand, $A\Leftrightarrow B$ means that, in order for $A$ to be true it is neccessary and sufficient the $B$ is true. So, when $A$ i true so does $B$ and when $A$ is false, so does $B$.
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$$\mbox{[$(x_n)_n$ bounded sequence in $\Bbb R$] $\implies$ [$(x_n)_n$ has a convergent subsequence]}$$
but the converse is failed just take $$u_{2n}= 2, ~~~and ~~~u_{2n+1} = n^2$$
the subsequence $(u_{2n})_n$ converges but $ (u_{n})_n$ is unbounded.
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In our beginner math classes we often used real world examples to grasp such concepts before starting with mathematical explanations. For this we used the following example:
$$ snow \Rightarrow cold\\ cold \nLeftrightarrow snow $$
So when it's snowing outside it is definitely cold*. But if it's cold outside, you can not be sure that it is snowing.
* There are theoretically some exceptions to this statement, but for the sake of understanding the concept, they can be ignored.
Set theory example: let be $A\subset B$ with $A\ne B$. $$x\in A\implies x\in B$$ but $$x\in B\kern.6em\not\kern -.6em \implies x\in A.$$
Almost all the examples of the other answers are particular cases of this.