Problem 66
Question
In the Louisiana Lotto game, a player chooses six distinct numbers from \( 1 \) to \( 40 \). In how many ways can a player select the six numbers?
Step-by-Step Solution
Verified Answer
The number of ways a player can select the six numbers from 1 to 40 is \( C(40, 6) = 3,838,380 \) distinct sets of six numbers.
1Step 1: Identify the values of n and r
Here, the total number of options \( n \) is 40 (since the player can choose any number from 1 to 40) and the number of options to be chosen \( r \) is 6 (since the player chooses six numbers).
2Step 2: Use the formula for combination
Now plug \( n = 40 \) and \( r = 6 \) into the formula \( C(n, r) = \frac{n!}{r!(n-r)!} \).
3Step 3: Calculate
Doing the calculation \( C(40, 6) = \frac{40!}{6!(40-6)!} \), you get the total number of ways in which a player can choose the six numbers.
Key Concepts
Probability TheoryCombinatoricsFactorial NotationPermutations and Combinations
Probability Theory
At the heart of many games of chance, statistics, and scientific experiments is probability theory, the branch of mathematics that deals with quantifying the likelihood of events. It's built on the idea that each outcome of an event has a certain chance, or probability, of occurring. In cases like the Louisiana Lotto game, probability theory helps to determine how likely a player is to choose a winning set of numbers from a larger pool of possibilities. To do this, it utilizes principles and techniques from combinatorics, including factorial notation and the concept of permutations and combinations, to calculate the total number of possible outcomes.
Understanding these underlying principles is essential for making informed predictions about the likelihood of different events and patterns, particularly when making strategic decisions based on risk and uncertainty in various fields such as finance, game theory, and artificial intelligence.
Understanding these underlying principles is essential for making informed predictions about the likelihood of different events and patterns, particularly when making strategic decisions based on risk and uncertainty in various fields such as finance, game theory, and artificial intelligence.
Combinatorics
An essential branch of mathematics used in probability theory is combinatorics, which involves counting, arranging, and combining objects. It deals with the principles of selection of subsets of elements and how they can be arranged. There are various kinds of problems combinatorics addresses, with some of the most common being counting the number of combinations or permutations of a set of objects — just like determining the various ways to select lottery numbers.
The Role of Combinatorics in Probability
Combinatorics allows us to systematically count the number of potential outcomes, which is vital for calculating probabilities. For instance, by knowing the exact number of possible six-number combinations in the Louisiana Lotto game, players and analysts can understand the game's odds.Factorial Notation
When you encounter an exclamation mark in mathematics, such as in the number '5!', you've met the factorial notation. Factorial is a key concept in combinatorics used to simplify the counting process, especially for large sets. The factorial of a positive integer n, denoted by n!, is the product of all the positive integers from 1 up to n. For example:
\[\begin{equation}5! = 5 \times4 \times 3 \times 2 \times 1 = 120\text{.}\end{equation}\]
Factorial values grow extremely fast, which is evident when dealing with lottery number combinations where even a small change in the set size can greatly change the possible outcomes. In the Louisiana Lotto problem, both 40! and 6! factorials come into play and are part of the calculations for combinations.
\[\begin{equation}5! = 5 \times4 \times 3 \times 2 \times 1 = 120\text{.}\end{equation}\]
Factorial values grow extremely fast, which is evident when dealing with lottery number combinations where even a small change in the set size can greatly change the possible outcomes. In the Louisiana Lotto problem, both 40! and 6! factorials come into play and are part of the calculations for combinations.
Permutations and Combinations
The concepts of permutations and combinations are used to count the different ways in which a set of items can be selected or arranged. While permutations are concerned with the arrangement of all or part of a set of things, combinations are concerned with selecting items where the order doesn't matter.
For the Louisiana Lotto game, we use combinations because the order in which the numbers are drawn is irrelevant; what matters is simply whether you have the matching numbers. The formula to calculate combinations is:
\[\begin{equation}C(n, r) = \frac{n!}{r!(n-r)!}\text{,}\end{equation}\]
where n is the total number of items to choose from, r is the number of items to choose, and '!' denotes factorial. Using the combination formula allows us to determine the number of possible sets of numbers a player can choose when playing the Lotto, showcasing a direct application of these mathematical concepts in everyday life.
For the Louisiana Lotto game, we use combinations because the order in which the numbers are drawn is irrelevant; what matters is simply whether you have the matching numbers. The formula to calculate combinations is:
\[\begin{equation}C(n, r) = \frac{n!}{r!(n-r)!}\text{,}\end{equation}\]
where n is the total number of items to choose from, r is the number of items to choose, and '!' denotes factorial. Using the combination formula allows us to determine the number of possible sets of numbers a player can choose when playing the Lotto, showcasing a direct application of these mathematical concepts in everyday life.
Other exercises in this chapter
Problem 65
In Exercises 63-66, write the first five terms of the sequence defined recursively. \( a_1 = 3, a_{k + 1} = 2(a_k - 1) \)
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A fire company keeps two rescue vehicles. Because of the demand on the vehicles and the chance of mechanical failure, the probability that a specific vehicle is
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In Exercises 61 - 66, use the Binomial Theorem to expand and simplify the expression. \( \left(x^{3/4} - 2x^{5/4}\right)^4 \)
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In Exercises 65 - 72, write the first six terms of the sequence beginning with the given term. Then calculate the first and second differences of the sequence.
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