Problem 46
Question
The number of ways of choosing 10 objects out of 31 objects of which 10 are identical and the remaining 21 are distinct is: (a) \(2^{20}-1\) (b) \(2^{23}\) (c) \(2^{20}\) (d) \(2^{x}+1\)
Step-by-Step Solution
Verified Answer
The answer is (c) \(2^{20}\).
1Step 1: Understand the Problem
We need to choose 10 objects out of 31, where 10 are identical and 21 are distinct. The task is to find the number of ways to do this.
2Step 2: Analyze the Distinct Part
Since 10 objects are identical, let's focus first on selecting from the 21 distinct objects. We need to consider combinations of 0 to 10 distinct objects since the sum of identical and distinct objects must be 10.
3Step 3: Calculate Combinations
For each possible number from 0 to 10 distinct objects chosen, calculate the ways using combinations. E.g., choosing r distinct objects uses the formula \( \binom{21}{r} \).
4Step 4: Incorporate Identical Objects
For each combination, see how many identical objects are needed to make a total of 10 objects. E.g., if 3 distinct objects are chosen, then choose 7 identical objects.
5Step 5: Summing Combinations
Compute the total number of combinations by summing \( \binom{21}{r} \) over all valid values of r (from 0 to 10). This is equivalent to computing \( \sum_{r=0}^{10} \binom{21}{r} \).
6Step 6: Apply Binomial Theorem
The sum from step 5 follows the expansion of \((1+1)^{21}\) which gives \(2^{21}\), but we only sum up to r=10 so subtract the cases higher than 10.
7Step 7: Subtraction Calculation
The sum of selecting more than 10 objects is \( \sum_{r=11}^{21} \binom{21}{r} \), which due to symmetry is equivalent to \( \sum_{r=0}^{10} \binom{21}{r} \). Therefore, \(2^{21}\) covers all combinations, we effectively sum \(2^{21-1} = 2^{20}\).
Key Concepts
Binomial TheoremCombinationsIdentical and Distinct Objects
Binomial Theorem
The binomial theorem is a powerful tool in combinatorics that allows us to expand expressions that are raised to a power. It's often written as \( (a + b)^n = \sum_{k=0}^{n} \binom{n}{k} a^{n-k}b^k \). Here, \( \binom{n}{k} \) represents the combination of \( n \) items taken \( k \) at a time.
In our exercise, we used the binomial theorem to understand how many combinations of objects can be formed. When choosing 10 objects out of a total of 31, the expansion \( (1+1)^{21} = 2^{21} \) shows all the ways to select subsets from 21 distinct objects. By summing combinations from 0 to 10, we essentially calculate part of this binomial expansion.
The importance of the binomial theorem here is that it provides a shortcut to calculate complex expansions often encountered in combinatorial problems.
In our exercise, we used the binomial theorem to understand how many combinations of objects can be formed. When choosing 10 objects out of a total of 31, the expansion \( (1+1)^{21} = 2^{21} \) shows all the ways to select subsets from 21 distinct objects. By summing combinations from 0 to 10, we essentially calculate part of this binomial expansion.
The importance of the binomial theorem here is that it provides a shortcut to calculate complex expansions often encountered in combinatorial problems.
Combinations
Combinations are all about choosing items from a collection, where the order of the chosen items does not matter. They are especially useful in problems where we need to count the possible selections of items from a larger set.
- To find the number of combinations, we use the formula \( \binom{n}{r} = \frac{n!}{r!(n-r)!} \), where \( n \) is the total number of items to choose from, and \( r \) is the number of items to choose.
- In our context, when we decide how many distinct objects we should select, combinations help us calculate all these possibilities efficiently.
Identical and Distinct Objects
One interesting aspect of combinatorics is handling identical and distinct objects, a recurring theme in many problems.
- "Identical objects" means the objects cannot be distinguished from one another. When you add identical items to a selection, it doesn't change the internal structure in terms of identity, only count.
- "Distinct objects" are unique and can be identified separately, making their selection non-trivial as each choice is potentially different.
Other exercises in this chapter
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