Proving the inclusion-exclusion principle

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In summary: P(union k=1 to n of Ck) = sum k=1 to n of P(Ck)andP((union k=1 to n of Ck) intersect Cn+1) = sum k=1 to n of P(Ck intersect Cn+1)Substituting these into the original equation, we get:P(union k=1 to n+1 of Ck) = sum k=1 to n of P(Ck) + P(Cn+1) - sum k=1 to n of P(Ck intersect Cn+1)Next,
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cookiesyum
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Homework Statement



Prove the general inclusion-exclusion formula.

Homework Equations



Inclusion-exclusion Formula:

P(C1 U C2 U...U Ck) = p1 - p2 + p3 - ... + (-1)(k+1)pk

where pi equals the sum of the probabilities of all possible intersections involving i sets.

The Attempt at a Solution



Assume that the formula holds for n sets. Then for n+1 sets...

P(union k=1 to n+1 of Ck) = P((union k=1 to n of Ck) union Cn+1) = P(union k=1 to n of Ck) + P(Cn+1) - P((union k=1 to n of Ck) intersect Cn+1) = P(union k=1 to n of Ck) + P(Cn+1) - P(union k=1 to n of (Ck intersect Cn+1)) = sum k=1 to n of P(Ck) + P(Cn+1)...

From there I don't know how to show the alternating pattern.
 
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cookiesyum said:
P(union k=1 to n+1 of Ck) = P((union k=1 to n of Ck) union Cn+1) = P(union k=1 to n of Ck) + P(Cn+1) - P((union k=1 to n of Ck) intersect Cn+1) = P(union k=1 to n of Ck) + P(Cn+1) - P(union k=1 to n of (Ck intersect Cn+1)) = sum k=1 to n of P(Ck) + P(Cn+1)...

From there I don't know how to show the alternating pattern.

You can use your inductive hypothesis to write out

P(union k=1 to n of Ck)

and

P((union k=1 to n of Ck) intersect Cn+1)

Using the fact that Cn+1 intersected with the union from 1 to n of Ck is the same as the union from 1 to n of (Ck intersected with Cn+1)
 

FAQ: Proving the inclusion-exclusion principle

What is the inclusion-exclusion principle?

The inclusion-exclusion principle is a counting technique used in combinatorics and set theory to find the number of elements in the union of multiple sets.

What is the formula for the inclusion-exclusion principle?

The formula for the inclusion-exclusion principle is:|A ∪ B ∪ C| = |A| + |B| + |C| - |A ∩ B| - |A ∩ C| - |B ∩ C| + |A ∩ B ∩ C|

How is the inclusion-exclusion principle used in real-life applications?

The inclusion-exclusion principle can be used in various real-life situations, such as in probability and statistics to calculate the likelihood of multiple events occurring, in marketing to determine the total reach of a campaign across different channels, and in biology to analyze genetic combinations.

What are the limitations of the inclusion-exclusion principle?

The inclusion-exclusion principle can only be applied to finite sets and assumes that the sets being counted are mutually exclusive.

Can the inclusion-exclusion principle be generalised to more than three sets?

Yes, the inclusion-exclusion principle can be extended to any number of sets by adding or subtracting the intersections of all possible combinations of the sets. The formula becomes more complex, but the principle remains the same.

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