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QJEEAdv15Mab958: JEE Advanced 2015 Mathematics - Class 12 JEEAdv15Mab958 Solution: The minimum number of times a fair coin needs to be tossed, so…

The minimum number of times a fair coin needs to be tossed, so that the probability of getting at least two heads is at least 0.96,0.96, is

Step-by-Step Verified Solution

Let the coin is tossed nn times.

∵p\because p (at least 2 heads) =1−[p=1-[p (one heads) +p+p (No heads) }\}

As we know, by binominal probability theorem the probability of getting rr success in nn trials with pp being the probability of success and qq be the probability of failure, is given by nCr(p)r(q)n−r{ }^n \mathrm{C}_r(p)^r(q)^{n-r} .

Let head be considered as the success and tail be the failure probability of getting head in a toss =p=12=p=\frac{1}{2} and probability of getting tail in a toss =q=12=q=\frac{1}{2}

amp;∴P( one head )=nC1(12)1(12)n−1amp;=nC1(12)namp;⇒P (one head) =n(12)namp; Similarly, P(No heads)=nC0(12)0(12)namp;⇒P( No heads )=(12)n{∵nco=1}amp;∴P (at least 2 heads) =1−{n(12)n+(12)n}\begin{aligned}& \therefore \mathrm{P}(\text { one head })={ }^n \mathrm{C}_1\left(\frac{1}{2}\right)^1\left(\frac{1}{2}\right)^{n-1} \\& ={ }^n \mathrm{C}_1\left(\frac{1}{2}\right)^n \\& \Rightarrow \mathrm{P} \text { (one head) }=n\left(\frac{1}{2}\right)^n \\& \text { Similarly, } \mathrm{P}(\text {No heads})={ }^n \mathrm{C}_0\left(\frac{1}{2}\right)^0\left(\frac{1}{2}\right)^n \\& \Rightarrow \mathrm{P}(\text { No heads })=\left(\frac{1}{2}\right)^n \quad\left\{\because n_{c_o}=1\right\} \\& \therefore \mathrm{P} \text { (at least } 2 \text { heads) }=1-\left\{n\left(\frac{1}{2}\right)^n+\left(\frac{1}{2}\right)^n\right\}\end{aligned}

amp;=1−(n+1)2namp;∵P( at least 2 heads )≥0.96amp;⇒1−(n+1)2n≥0.96amp;⇒0.04≥n+12namp;⇒125≥n+12namp;⇒2nn+1≥25amp;⇒n≥8\begin{aligned}& \qquad=1-\frac{(n+1)}{2^n} \\& \because P(\text { at least } 2 \text { heads }) \geq 0.96 \\& \Rightarrow 1-\frac{(n+1)}{2^n} \geq 0.96 \\& \Rightarrow 0.04 \geq \frac{n+1}{2^n} \\& \Rightarrow \frac{1}{25} \geq \frac{n+1}{2^n} \\& \Rightarrow \frac{2^n}{n+1} \geq 25 \\& \Rightarrow n \geq 8\end{aligned}

So, the minimum number of times a fair coin to be tossed is 8.

Hint:

(i) P (at least 2 heads) =1−{P=1-\{\mathrm{P} (one head} + P\mathrm{P} (No heads)}

(ii) Use binomial probability theorem and simplify it.

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