Factorials Hard

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What is the factorial of a non-negative integer n?

The product of all positive integers less than or equal to n

What is Stirling's approximation used for?

To calculate the factorial of large numbers

What is Legendre's formula used for?

To calculate the prime factorization of the factorials

What is the gamma function?

<p>A continuous interpolation of the factorials</p> Signup and view all the answers

What is the computational complexity of the factorial function?

<p>O(n log^2 n) in time and O(n log n) in space</p> Signup and view all the answers

What is the harmonic numbers?

<p>A sequence of real numbers related to the factorials</p> Signup and view all the answers

What is the digamma function?

<p>A continuous extension of the harmonic numbers</p> Signup and view all the answers

What is the p-adic gamma function?

<p>A function that generalizes the gamma function to p-adic numbers</p> Signup and view all the answers

What is the factorial of a non-negative integer n?

<p>The product of all positive integers less than or equal to n</p> Signup and view all the answers

Which ancient cultures have discovered factorials?

<p>Indian and Jewish</p> Signup and view all the answers

What is the growth rate of factorials compared to exponential growth?

<p>Equal</p> Signup and view all the answers

What is Stirling's approximation used for?

<p>To approximate the value of factorials for large numbers</p> Signup and view all the answers

What is Legendre's formula used for?

<p>To count the trailing zeros of the factorials</p> Signup and view all the answers

What is the gamma function?

<p>A function that extends the factorial function to non-integer values</p> Signup and view all the answers

What is the computational complexity of the factorial function?

<p>O(n log n)</p> Signup and view all the answers

What is the digamma function?

<p>A function that computes the logarithm of the gamma function</p> Signup and view all the answers

Study Notes

Factorials: Definition, History, Applications, and Properties

  • The factorial of a non-negative integer n is the product of all positive integers less than or equal to n.

  • Factorials have been discovered in several ancient cultures, including Indian mathematics and Jewish mysticism.

  • Factorials are used in combinatorics to count the possible distinct sequences of n distinct objects.

  • Factorials are also used in power series for the exponential function and other functions, and have applications in algebra, number theory, probability theory, and computer science.

  • The growth rate of factorials is faster than exponential growth but slower than a double exponential function.

  • Stirling's approximation provides an accurate approximation to the factorial of large numbers.

  • Legendre's formula describes the exponents of the prime numbers in a prime factorization of the factorials, and can be used to count the trailing zeros of the factorials.

  • The factorial function can be extended to a continuous function of complex numbers, except at the negative integers, the gamma function.

  • Other notable functions and number sequences are closely related to the factorials, including the binomial coefficients, double factorials, falling factorials, primorials, and subfactorials.

  • Implementations of the factorial function are commonly used as an example of different computer programming styles.

  • Factorials have applications in probability theory, quantum and statistical physics, and computer science.

  • The product formula for the factorial implies that n! is divisible by all prime numbers that are at most n, and by no larger prime numbers.The Factorial Function: Definition, Properties, and Computation

  • The factorial function is a mathematical function that takes a non-negative integer as input and returns the product of all positive integers up to and including that integer.

  • The factorial function is denoted by an exclamation mark (!) after the input integer, e.g., n! denotes the factorial of n.

  • The factorial function grows very quickly, as n! = 1 x 2 x 3 x ... x n, and its value for large n can be approximated by Stirling's formula.

  • The factorial function has many applications in combinatorics, probability theory, and number theory, such as counting permutations, combinations, and partitions.

  • The factorial function satisfies a recurrence relation, n! = n x (n-1)!, and has a closed-form expression in terms of gamma function, (n+1)! = Γ(n+2).

  • The factorial function has many properties, such as being an integer, being divisible by all integers up to n, and being related to the binomial coefficients.

  • The factorial function can be extended to non-integer values using the gamma function, which is a continuous interpolation of the factorials.

  • The gamma function satisfies a functional equation, Γ(z+1) = z Γ(z), and has a unique log-convexity property that distinguishes it from other continuous interpolations.

  • The factorial function can be computed in various ways, such as by iteration, recursion, memoization, dynamic programming, and prime factorization.

  • The computational complexity of the factorial function depends on the method used, and can range from O(n) to O(n log^2 n) in time and O(1) to O(n log n) in space.

  • The factorial function can be used to define and compute other related sequences and functions, such as the harmonic numbers, the digamma function, and the p-adic gamma function.

  • The factorial function is a common feature in scientific calculators and programming libraries, and its efficient computation is important in many scientific and engineering applications.

Factorials: Definition, History, Applications, and Properties

  • The factorial of a non-negative integer n is the product of all positive integers less than or equal to n.

  • Factorials have been discovered in several ancient cultures, including Indian mathematics and Jewish mysticism.

  • Factorials are used in combinatorics to count the possible distinct sequences of n distinct objects.

  • Factorials are also used in power series for the exponential function and other functions, and have applications in algebra, number theory, probability theory, and computer science.

  • The growth rate of factorials is faster than exponential growth but slower than a double exponential function.

  • Stirling's approximation provides an accurate approximation to the factorial of large numbers.

  • Legendre's formula describes the exponents of the prime numbers in a prime factorization of the factorials, and can be used to count the trailing zeros of the factorials.

  • The factorial function can be extended to a continuous function of complex numbers, except at the negative integers, the gamma function.

  • Other notable functions and number sequences are closely related to the factorials, including the binomial coefficients, double factorials, falling factorials, primorials, and subfactorials.

  • Implementations of the factorial function are commonly used as an example of different computer programming styles.

  • Factorials have applications in probability theory, quantum and statistical physics, and computer science.

  • The product formula for the factorial implies that n! is divisible by all prime numbers that are at most n, and by no larger prime numbers.The Factorial Function: Definition, Properties, and Computation

  • The factorial function is a mathematical function that takes a non-negative integer as input and returns the product of all positive integers up to and including that integer.

  • The factorial function is denoted by an exclamation mark (!) after the input integer, e.g., n! denotes the factorial of n.

  • The factorial function grows very quickly, as n! = 1 x 2 x 3 x ... x n, and its value for large n can be approximated by Stirling's formula.

  • The factorial function has many applications in combinatorics, probability theory, and number theory, such as counting permutations, combinations, and partitions.

  • The factorial function satisfies a recurrence relation, n! = n x (n-1)!, and has a closed-form expression in terms of gamma function, (n+1)! = Γ(n+2).

  • The factorial function has many properties, such as being an integer, being divisible by all integers up to n, and being related to the binomial coefficients.

  • The factorial function can be extended to non-integer values using the gamma function, which is a continuous interpolation of the factorials.

  • The gamma function satisfies a functional equation, Γ(z+1) = z Γ(z), and has a unique log-convexity property that distinguishes it from other continuous interpolations.

  • The factorial function can be computed in various ways, such as by iteration, recursion, memoization, dynamic programming, and prime factorization.

  • The computational complexity of the factorial function depends on the method used, and can range from O(n) to O(n log^2 n) in time and O(1) to O(n log n) in space.

  • The factorial function can be used to define and compute other related sequences and functions, such as the harmonic numbers, the digamma function, and the p-adic gamma function.

  • The factorial function is a common feature in scientific calculators and programming libraries, and its efficient computation is important in many scientific and engineering applications.

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