Catalan numbers
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You are encouraged to solve this task according to the task description, using any language you may know.
Or recursively:
Or alternatively (also recursive):
Implement at least one of these algorithms and print out the first 15 Catalan numbers with each. Memoization is not required, but may be worth the effort when using the second method above.
[edit] Ada
with Ada.Text_IO; use Ada.Text_IO;
procedure Test_Catalan is
function Catalan (N : Natural) return Natural is
Result : Positive := 1;
begin
for I in 1..N loop
Result := Result * 2 * (2 * I - 1) / (I + 1);
end loop;
return Result;
end Catalan;
begin
for N in 0..15 loop
Put_Line (Integer'Image (N) & " =" & Integer'Image (Catalan (N)));
end loop;
end Test_Catalan;
- Sample output:
0 = 1 1 = 1 2 = 2 3 = 5 4 = 14 5 = 42 6 = 132 7 = 429 8 = 1430 9 = 4862 10 = 16796 11 = 58786 12 = 208012 13 = 742900 14 = 2674440 15 = 9694845
[edit] AutoHotkey
As AutoHotkey has no BigInt, the formula had to be tweaked to prevent overflow. It still fails after n=22
Loop 15
out .= "`n" Catalan(A_Index)
Msgbox % clipboard := SubStr(out, 2)
catalan( n ) {
; By [VxE]. Returns ((2n)! / ((n + 1)! * n!)) if 0 <= N <= 22 (higher than 22 results in overflow)
If ( n < 3 ) ; values less than 3 are handled specially
Return n < 0 ? "" : n = 0 ? 1 : n
i := 1 ; initialize the accumulator to 1
Loop % n - 1 >> 1 ; build the numerator by multiplying odd values between 2N and N+1
i *= 1 + ( n - A_Index << 1 )
i <<= ( n - 2 >> 1 ) ; multiply the numerator by powers of 2 according to N
Loop % n - 3 >> 1 ; finish up by (integer) dividing by each of the non-cancelling factors
i //= A_Index + 2
Return i
}
- Output:
1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440 9694845
[edit] AWK
# syntax: GAWK -f CATALAN_NUMBERS.AWK
BEGIN {
for (i=0; i<=15; i++) {
printf("%2d %10d\n",i,catalan(i))
}
exit(0)
}
function catalan(n, ans) {
if (n == 0) {
ans = 1
}
else {
ans = ((2*(2*n-1))/(n+1))*catalan(n-1)
}
return(ans)
}
- Output:
0 1 1 1 2 2 3 5 4 14 5 42 6 132 7 429 8 1430 9 4862 10 16796 11 58786 12 208012 13 742900 14 2674440 15 9694845
[edit] BASIC
Use of REDIM PRESERVE means this will not work in QBasic (although that could be worked around if desired).
DECLARE FUNCTION catalan (n AS INTEGER) AS SINGLE
REDIM SHARED results(0) AS SINGLE
FOR x% = 1 TO 15
PRINT x%, catalan (x%)
NEXT
FUNCTION catalan (n AS INTEGER) AS SINGLE
IF UBOUND(results) < n THEN REDIM PRESERVE results(n)
IF 0 = n THEN
results(0) = 1
ELSE
results(n) = ((2 * ((2 * n) - 1)) / (n + 1)) * catalan(n - 1)
END IF
catalan = results(n)
END FUNCTION
- Output:
1 1 2 2 3 5 4 14 5 42 6 132 7 429 8 1430 9 4862 10 16796 11 58786 12 208012 13 742900 14 2674440 15 9694845
[edit] BBC BASIC
FOR i% = 1 TO 15
PRINT FNcatalan(i%)
NEXT
END
DEF FNcatalan(n%)
IF n% = 0 THEN = 1
= 2 * (2 * n% - 1) * FNcatalan(n% - 1) / (n% + 1)
- Output:
1
2
5
14
42
132
429
1430
4862
16796
58786
208012
742900
2674440
9694845
[edit] Bracmat
( out$straight
& ( C
=
. ( F
= i prod
. !arg:0&1
| 1:?prod
& 0:?i
& whl
' ( 1+!i:~>!arg:?i
& !i*!prod:?prod
)
& !prod
)
& F$(2*!arg)*(F$(!arg+1)*F$!arg)^-1
)
& -1:?n
& whl
' ( 1+!n:~>15:?n
& out$(str$(C !n " = " C$!n))
)
& out$"recursive, with memoization, without fractions"
& :?seenCs
& ( C
= i sum
. !arg:0&1
| ( !seenCs:? (!arg.?sum) ?
| 0:?sum
& -1:?i
& whl
' ( 1+!i:<!arg:?i
& C$!i*C$(-1+!arg+-1*!i)+!sum:?sum
)
& (!arg.!sum) !seenCs:?seenCs
)
& !sum
)
& -1:?n
& whl
' ( 1+!n:~>15:?n
& out$(str$(C !n " = " C$!n))
)
& out$"recursive, without memoization, with fractions"
& ( C
=
. !arg:0&1
| 2*(2*!arg+-1)*(!arg+1)^-1*C$(!arg+-1)
)
& -1:?n
& whl
' ( 1+!n:~>15:?n
& out$(str$(C !n " = " C$!n))
)
&
);
- Output:
straight
C0 = 1
C1 = 1
C2 = 2
C3 = 5
C4 = 14
C5 = 42
C6 = 132
C7 = 429
C8 = 1430
C9 = 4862
C10 = 16796
C11 = 58786
C12 = 208012
C13 = 742900
C14 = 2674440
C15 = 9694845
recursive, with memoization, without fractions
C0 = 1
C1 = 1
C2 = 2
C3 = 5
C4 = 14
C5 = 42
C6 = 132
C7 = 429
C8 = 1430
C9 = 4862
C10 = 16796
C11 = 58786
C12 = 208012
C13 = 742900
C14 = 2674440
C15 = 9694845
recursive, without memoization, with fractions
C0 = 1
C1 = 1
C2 = 2
C3 = 5
C4 = 14
C5 = 42
C6 = 132
C7 = 429
C8 = 1430
C9 = 4862
C10 = 16796
C11 = 58786
C12 = 208012
C13 = 742900
C14 = 2674440
C15 = 9694845
[edit] Brat
catalan = { n |
true? n == 0
{ 1 }
{ (2 * ( 2 * n - 1) / ( n + 1 )) * catalan(n - 1) }
}
0.to 15 { n |
p "#{n} - #{catalan n}"
}
- Output:
0 - 1 1 - 1 2 - 2 3 - 5 4 - 14 5 - 42 6 - 132 7 - 429 8 - 1430 9 - 4862 10 - 16796 11 - 58786 12 - 208012 13 - 742900 14 - 2674440 15 - 9694845
[edit] C
All three methods mentioned in the task:
#include <stdio.h>
typedef unsigned long long ull;
ull binomial(ull m, ull n)
{
ull r = 1, d = m - n;
if (d > n) { n = d; d = m - n; }
while (m > n) {
r *= m--;
while (d > 1 && ! (r%d) ) r /= d--;
}
return r;
}
ull catalan1(int n) {
return binomial(2 * n, n) / (1 + n);
}
ull catalan2(int n) {
int i;
ull r = !n;
for (i = 0; i < n; i++)
r += catalan2(i) * catalan2(n - 1 - i);
return r;
}
ull catalan3(int n)
{
return n ? 2 * (2 * n - 1) * catalan3(n - 1) / (1 + n) : 1;
}
int main(void)
{
int i;
puts("\tdirect\tsumming\tfrac");
for (i = 0; i < 16; i++) {
printf("%d\t%llu\t%llu\t%llu\n", i,
catalan1(i), catalan2(i), catalan3(i));
}
return 0;
}
- Output:
direct summing frac 0 1 1 1 1 1 1 1 2 2 2 2 3 5 5 5 4 14 14 14 5 42 42 42 6 132 132 132 7 429 429 429 8 1430 1430 1430 9 4862 4862 4862 10 16796 16796 16796 11 58786 58786 58786 12 208012 208012 208012 13 742900 742900 742900 14 2674440 2674440 2674440 15 9694845 9694845 9694845
[edit] C#
namespace CatalanNumbers
{
/// <summary>
/// Class that holds all options.
/// </summary>
public class CatalanNumberGenerator
{
private static double Factorial(double n)
{
if (n == 0)
return 1;
return n * Factorial(n - 1);
}
public double FirstOption(double n)
{
const double topMultiplier = 2;
return Factorial(topMultiplier * n) / (Factorial(n + 1) * Factorial(n));
}
public double SecondOption(double n)
{
if (n == 0)
{
return 1;
}
double sum = 0;
double i = 0;
for (; i <= (n - 1); i++)
{
sum += SecondOption(i) * SecondOption((n - 1) - i);
}
return sum;
}
public double ThirdOption(double n)
{
if (n == 0)
{
return 1;
}
return ((2 * (2 * n - 1)) / (n + 1)) * ThirdOption(n - 1);
}
}
}
// Program.cs
using System;
using System.Configuration;
// Main program
// Be sure to add the following to the App.config file and add a reference to System.Configuration:
// <?xml version="1.0" encoding="utf-8" ?>
// <configuration>
// <appSettings>
// <clear/>
// <add key="MaxCatalanNumber" value="50"/>
// </appSettings>
// </configuration>
namespace CatalanNumbers
{
class Program
{
static void Main(string[] args)
{
CatalanNumberGenerator generator = new CatalanNumberGenerator();
int i = 0;
DateTime initial;
DateTime final;
TimeSpan ts;
try
{
initial = DateTime.Now;
for (; i <= Convert.ToInt32(ConfigurationManager.AppSettings["MaxCatalanNumber"]); i++)
{
Console.WriteLine("CatalanNumber({0}):{1}", i, generator.FirstOption(i));
}
final = DateTime.Now;
ts = final - initial;
Console.WriteLine("It took {0}.{1} to execute\n", ts.Seconds, ts.Milliseconds);
i = 0;
initial = DateTime.Now;
for (; i <= Convert.ToInt32(ConfigurationManager.AppSettings["MaxCatalanNumber"]); i++)
{
Console.WriteLine("CatalanNumber({0}):{1}", i, generator.SecondOption(i));
}
final = DateTime.Now;
ts = final - initial;
Console.WriteLine("It took {0}.{1} to execute\n", ts.Seconds, ts.Milliseconds);
i = 0;
initial = DateTime.Now;
for (; i <= Convert.ToInt32(ConfigurationManager.AppSettings["MaxCatalanNumber"]); i++)
{
Console.WriteLine("CatalanNumber({0}):{1}", i, generator.ThirdOption(i));
}
final = DateTime.Now;
ts = final - initial;
Console.WriteLine("It took {0}.{1} to execute", ts.Seconds, ts.Milliseconds, ts.TotalMilliseconds);
Console.ReadLine();
}
catch (Exception ex)
{
Console.WriteLine("Stopped at index {0}:", i);
Console.WriteLine(ex.Message);
Console.ReadLine();
}
}
}
}
- Output:
CatalanNumber(0):1 CatalanNumber(1):1 CatalanNumber(2):2 CatalanNumber(3):5 CatalanNumber(4):14 CatalanNumber(5):42 CatalanNumber(6):132 CatalanNumber(7):429 CatalanNumber(8):1430 CatalanNumber(9):4862 CatalanNumber(10):16796 CatalanNumber(11):58786 CatalanNumber(12):208012 CatalanNumber(13):742900 CatalanNumber(14):2674440 CatalanNumber(15):9694845 It took 0.14 to execute CatalanNumber(0):1 CatalanNumber(1):1 CatalanNumber(2):2 CatalanNumber(3):5 CatalanNumber(4):14 CatalanNumber(5):42 CatalanNumber(6):132 CatalanNumber(7):429 CatalanNumber(8):1430 CatalanNumber(9):4862 CatalanNumber(10):16796 CatalanNumber(11):58786 CatalanNumber(12):208012 CatalanNumber(13):742900 CatalanNumber(14):2674440 CatalanNumber(15):9694845 It took 0.922 to execute CatalanNumber(0):1 CatalanNumber(1):1 CatalanNumber(2):2 CatalanNumber(3):5 CatalanNumber(4):14 CatalanNumber(5):42 CatalanNumber(6):132 CatalanNumber(7):429 CatalanNumber(8):1430 CatalanNumber(9):4862 CatalanNumber(10):16796 CatalanNumber(11):58786 CatalanNumber(12):208012 CatalanNumber(13):742900 CatalanNumber(14):2674440 CatalanNumber(15):9694845 It took 0.3 to execute
[edit] C++
[edit] 4 Classes
We declare 4 classes representing the four different algorithms for calculating Catalan numbers as given in the description of the task. In addition, we declare two supporting classes for the calculation of factorials and binomial coefficients. Because these two are only internal supporting code they are hidden in namespace 'detail'. Overloading the function call operator to execute the calculation is an obvious decision when using C++. (algorithms.h)
#if !defined __ALGORITHMS_H__
#define __ALGORITHMS_H__
namespace rosetta
{
namespace catalanNumbers
{
namespace detail
{
class Factorial
{
public:
unsigned long long operator()(unsigned n)const;
};
class BinomialCoefficient
{
public:
unsigned long long operator()(unsigned n, unsigned k)const;
};
} //namespace detail
class CatalanNumbersDirectFactorial
{
public:
CatalanNumbersDirectFactorial();
unsigned long long operator()(unsigned n)const;
private:
detail::Factorial factorial;
};
class CatalanNumbersDirectBinomialCoefficient
{
public:
CatalanNumbersDirectBinomialCoefficient();
unsigned long long operator()(unsigned n)const;
private:
detail::BinomialCoefficient binomialCoefficient;
};
class CatalanNumbersRecursiveSum
{
public:
CatalanNumbersRecursiveSum();
unsigned long long operator()(unsigned n)const;
};
class CatalanNumbersRecursiveFraction
{
public:
CatalanNumbersRecursiveFraction();
unsigned long long operator()(unsigned n)const;
};
} //namespace catalanNumbers
} //namespace rosetta
#endif //!defined __ALGORITHMS_H__
Here is the implementation of the algorithms. The c'tor of each class tells us the algorithm which will be used. (algorithms.cpp)
#include <iostream>
using std::cout;
using std::endl;
#include <cmath>
using std::floor;
#include "algorithms.h"
using namespace rosetta::catalanNumbers;
CatalanNumbersDirectFactorial::CatalanNumbersDirectFactorial()
{
cout<<"Direct calculation using the factorial"<<endl;
}
unsigned long long CatalanNumbersDirectFactorial::operator()(unsigned n)const
{
if(n>1)
{
unsigned long long nFac = factorial(n);
return factorial(2 * n) / ((n + 1) * nFac * nFac);
}
else
{
return 1;
}
}
CatalanNumbersDirectBinomialCoefficient::CatalanNumbersDirectBinomialCoefficient()
{
cout<<"Direct calculation using a binomial coefficient"<<endl;
}
unsigned long long CatalanNumbersDirectBinomialCoefficient::operator()(unsigned n)const
{
if(n>1)
return double(1) / (n + 1) * binomialCoefficient(2 * n, n);
else
return 1;
}
CatalanNumbersRecursiveSum::CatalanNumbersRecursiveSum()
{
cout<<"Recursive calculation using a sum"<<endl;
}
unsigned long long CatalanNumbersRecursiveSum::operator()(unsigned n)const
{
if(n>1)
{
const unsigned n_ = n - 1;
unsigned long long sum = 0;
for(unsigned i = 0; i <= n_; i++)
sum += operator()(i) * operator()(n_ - i);
return sum;
}
else
{
return 1;
}
}
CatalanNumbersRecursiveFraction::CatalanNumbersRecursiveFraction()
{
cout<<"Recursive calculation using a fraction"<<endl;
}
unsigned long long CatalanNumbersRecursiveFraction::operator()(unsigned n)const
{
if(n>1)
return (double(2 * (2 * n - 1)) / (n + 1)) * operator()(n-1);
else
return 1;
}
unsigned long long detail::Factorial::operator()(unsigned n)const
{
if(n>1)
return n * operator()(n-1);
else
return 1;
}
unsigned long long detail::BinomialCoefficient::operator()(unsigned n, unsigned k)const
{
if(k == 0)
return 1;
if(n == 0)
return 0;
double product = 1;
for(unsigned i = 1; i <= k; i++)
product *= (double(n - (k - i)) / i);
return (unsigned long long)(floor(product + 0.5));
}
In order to test what we have done, a class Test is created. Using the template parameters N (number of Catalan numbers to be calculated) and A (the kind of algorithm to be used) the compiler will create code for all the test cases we need. What would C++ be without templates ;-) (tester.h)
#if !defined __TESTER_H__
#define __TESTER_H__
#include <iostream>
namespace rosetta
{
namespace catalanNumbers
{
template <int N, typename A>
class Test
{
public:
static void Do()
{
A algorithm;
for(int i = 0; i <= N; i++)
std::cout<<"C("<<i<<")\t= "<<algorithm(i)<<std::endl;
}
};
} //namespace catalanNumbers
} //namespace rosetta
#endif //!defined __TESTER_H__
Finally, we test the four different algorithms. Note that the first one (direct calculation using the factorial) only works up to N = 10 because some intermediate result (namely (2n)! with n = 11) exceeds the boundaries of an unsigned 64 bit integer. (catalanNumbersTest.cpp)
#include "algorithms.h"
#include "tester.h"
using namespace rosetta::catalanNumbers;
int main(int argc, char* argv[])
{
Test<10, CatalanNumbersDirectFactorial>::Do();
Test<15, CatalanNumbersDirectBinomialCoefficient>::Do();
Test<15, CatalanNumbersRecursiveFraction>::Do();
Test<15, CatalanNumbersRecursiveSum>::Do();
return 0;
}
- Output:
(source code is compiled both by MS Visual C++ 10.0 (WinXP 32 bit) and GNU g++ 4.4.3 (Ubuntu 10.04 64 bit) compilers)
Direct calculation using the factorial C(0) = 1 C(1) = 1 C(2) = 2 C(3) = 5 C(4) = 14 C(5) = 42 C(6) = 132 C(7) = 429 C(8) = 1430 C(9) = 4862 C(10) = 16796 Direct calculation using a binomial coefficient C(0) = 1 C(1) = 1 C(2) = 2 C(3) = 5 C(4) = 14 C(5) = 42 C(6) = 132 C(7) = 428 C(8) = 1430 C(9) = 4862 C(10) = 16796 C(11) = 58786 C(12) = 208012 C(13) = 742900 C(14) = 2674440 C(15) = 9694845 Recursive calculation using a fraction C(0) = 1 C(1) = 1 C(2) = 2 C(3) = 5 C(4) = 14 C(5) = 42 C(6) = 132 C(7) = 429 C(8) = 1430 C(9) = 4862 C(10) = 16796 C(11) = 58786 C(12) = 208012 C(13) = 742900 C(14) = 2674440 C(15) = 9694845 Recursive calculation using a sum C(0) = 1 C(1) = 1 C(2) = 2 C(3) = 5 C(4) = 14 C(5) = 42 C(6) = 132 C(7) = 429 C(8) = 1430 C(9) = 4862 C(10) = 16796 C(11) = 58786 C(12) = 208012 C(13) = 742900 C(14) = 2674440 C(15) = 9694845
[edit] Clojure
(def ! (memoize #(apply * (range 1 (inc %)))))
(defn catalan-numbers-direct []
(map #(/ (! (* 2 %))
(* (! (inc %)) (! %))) (range)))
(def catalan-numbers-recursive
#(->> [1 1] ; [c0 n1]
(iterate (fn [[c n]]
[(* 2 (dec (* 2 n)) (/ (inc n)) c) (inc n)]) ,)
(map first ,)))
user> (take 15 (catalan-numbers-direct))
(1 1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440)
user> (take 15 (catalan-numbers-recursive))
(1 1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440)
[edit] Common Lisp
With all three methods defined.
(defun catalan1 (n)
;; factorial. CLISP actually has "!" defined for this
(labels ((! (x) (if (zerop x) 1 (* x (! (1- x))))))
(/ (! (* 2 n)) (! (1+ n)) (! n))))
;; cache
(defparameter *catalans* (make-array 5
:fill-pointer 0
:adjustable t
:element-type 'integer))
(defun catalan2 (n)
(if (zerop n) 1
;; check cache
(if (< n (length *catalans*)) (aref *catalans* n)
(loop with c = 0 for i from 0 to (1- n) collect
(incf c (* (catalan2 i) (catalan2 (- n 1 i))))
;; lower values always get calculated first, so
;; vector-push-extend is safe
finally (progn (vector-push-extend c *catalans*) (return c))))))
(defun catalan3 (n)
(if (zerop n) 1 (/ (* 2 (+ n n -1) (catalan3 (1- n))) (1+ n))))
;;; test all three methods
(loop for f in (list #'catalan1 #'catalan2 #'catalan3)
for i from 1 to 3 do
(format t "~%Method ~d:~%" i)
(dotimes (i 16) (format t "C(~2d) = ~d~%" i (funcall f i))))
[edit] D
import std.stdio, std.bigint, std.functional;
BigInt factorial(uint n) {
alias memoize!factorial mfact;
return n ? mfact(n - 1) * n : BigInt(1);
}
auto cats1(uint n) {
return factorial(2 * n) / (factorial(n + 1) * factorial(n));
}
BigInt cats2(uint n) {
alias memoize!cats2 mcats2;
if (n == 0) return BigInt(1);
auto sum = BigInt(0);
foreach (i; 0 .. n)
sum += mcats2(i) * mcats2(n - 1 - i);
return sum;
}
BigInt cats3(uint n) {
alias memoize!cats3 mcats3;
return n ? (4*n - 2) * mcats3(n - 1) / (n + 1) : BigInt(1);
}
void main() {
foreach (i; 0 .. 15)
writefln("%2d => %s %s %s", i, cats1(i), cats2(i), cats3(i));
}
- Output:
0 => 1 1 1 1 => 1 1 1 2 => 2 2 2 3 => 5 5 5 4 => 14 14 14 5 => 42 42 42 6 => 132 132 132 7 => 429 429 429 8 => 1430 1430 1430 9 => 4862 4862 4862 10 => 16796 16796 16796 11 => 58786 58786 58786 12 => 208012 208012 208012 13 => 742900 742900 742900 14 => 2674440 2674440 2674440
[edit] Erlang
-module(catalan).
-export([test/0]).
cat(N) ->
factorial(2 * N) div (factorial(N+1) * factorial(N)).
factorial(N) ->
fac1(N,1).
fac1(0,Acc) ->
Acc;
fac1(N,Acc) ->
fac1(N-1, N * Acc).
cat_r1(0) ->
1;
cat_r1(N) ->
lists:sum([cat_r1(I)*cat_r1(N-1-I) || I <- lists:seq(0,N-1)]).
cat_r2(0) ->
1;
cat_r2(N) ->
cat_r2(N - 1) * (2 * ((2 * N) - 1)) div (N + 1).
test() ->
TestList = lists:seq(0,14),
io:format("Directly:\n~p\n",[[cat(N) || N <- TestList]]),
io:format("1st recusive method:\n~p\n",[[cat_r1(N) || N <- TestList]]),
io:format("2nd recusive method:\n~p\n",[[cat_r2(N) || N <- TestList]]).
- Output:
Directly: [1,1,2,5,14,42,132,429,1430,4862,16796,58786,208012,742900,2674440] 1st recusive method: [1,1,2,5,14,42,132,429,1430,4862,16796,58786,208012,742900,2674440] 2nd recusive method: [1,1,2,5,14,42,132,429,1430,4862,16796,58786,208012,742900,2674440]
[edit] Euphoria
--Catalan number task from Rosetta Code wiki
--User:Lnettnay
--function from factorial task
function factorial(integer n)
atom f = 1
while n > 1 do
f *= n
n -= 1
end while
return f
end function
function catalan(integer n)
atom numerator = factorial(2 * n)
atom denominator = factorial(n+1)*factorial(n)
return numerator/denominator
end function
for i = 0 to 15 do
? catalan(i)
end for
- Output:
1 1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440 9694845
[edit] Factor
This is the last solution, memoized by using arrays. Run in scratchpad.
: next ( seq -- newseq )
[ ] [ last ] [ length ] tri
[ 2 * 1 - 2 * ] [ 1 + ] bi /
* suffix ;
: Catalan ( n -- seq ) V{ 1 } swap 1 - [ next ] times ;
15 Catalan .
V{
1
1
2
5
14
42
132
429
1430
4862
16796
58786
208012
742900
2674440
}
[edit] Fantom
class Main
{
static Int factorial (Int n)
{
Int res := 1
if (n>1)
(2..n).each |i| { res *= i }
return res
}
static Int catalanA (Int n)
{
return factorial(2*n)/(factorial(n+1) * factorial(n))
}
static Int catalanB (Int n)
{
if (n == 0)
{
return 1
}
else
{
sum := 0
n.times |i| { sum += catalanB(i) * catalanB(n-1-i) }
return sum
}
}
static Int catalanC (Int n)
{
if (n == 0)
{
return 1
}
else
{
return catalanC(n-1)*2*(2*n-1)/(n+1)
}
}
public static Void main ()
{
(1..15).each |n|
{
echo (n.toStr.padl(4) +
catalanA(n).toStr.padl(10) +
catalanB(n).toStr.padl(10) +
catalanC(n).toStr.padl(10))
}
}
}
22! exceeds the range of Fantom's Int class, so the first technique fails afer n=10
1 1 1 1 2 2 2 2 3 5 5 5 4 14 14 14 5 42 42 42 6 132 132 132 7 429 429 429 8 1430 1430 1430 9 4862 4862 4862 10 16796 16796 16796 11 -65 58786 58786 12 -2 208012 208012 13 0 742900 742900 14 97 2674440 2674440 15 -2 9694845 9694845
[edit] Forth
: catalan ( n -- ) 1 swap 1+ 1 do dup cr . i 2* 1- 2* i 1+ */ loop drop ;
[edit] Fortran
program main
!=======================================================================================
implicit none
!=== Local data
integer :: n
!=== External procedures
double precision, external :: catalan_numbers
!=== Execution =========================================================================
write(*,'(1x,a)')'==============='
write(*,'(5x,a,6x,a)')'n','c(n)'
write(*,'(1x,a)')'---------------'
do n = 0, 14
write(*,'(1x,i5,i10)') n, int(catalan_numbers(n))
enddo
write(*,'(1x,a)')'==============='
!=======================================================================================
end program main
!BL
!BL
!BL
double precision recursive function catalan_numbers(n) result(value)
!=======================================================================================
implicit none
!=== Input, ouput data
integer, intent(in) :: n
!=== Execution =========================================================================
if ( n .eq. 0 ) then
value = 1
else
value = ( 2.0d0 * dfloat(2 * n - 1) / dfloat( n + 1 ) ) * catalan_numbers(n-1)
endif
!=======================================================================================
end function catalan_numbers
- Output:
===============
n c(n)
---------------
0 1
1 1
2 2
3 5
4 14
5 42
6 132
7 429
8 1430
9 4862
10 16796
11 58786
12 208012
13 742900
14 2674440
===============
[edit] Frink
Frink includes efficient algorithms for calculating arbitrarily-large binomial coefficients and automatically caches factorials.
catalan[n] := binomial[2n,n]/(n+1)
for n = 0 to 15
println[catalan[n]]
[edit] GAP
Catalan1 := function(n)
return Binomial(2*n, n) - Binomial(2*n, n - 1);
end;
Catalan2 := function(n)
return Binomial(2*n, n)/(n + 1);
end;
Catalan3 := function(n)
local k, c;
c := 1;
k := 0;
while k < n do
k := k + 1;
c := 2*(2*k - 1)*c/(k + 1);
od;
return c;
end;
Catalan4_memo := [1];
Catalan4 := function(n)
if not IsBound(Catalan4_memo[n + 1]) then
Catalan4_memo[n + 1] := Sum([0 .. n - 1], i -> Catalan4(i)*Catalan4(n - 1 - i));
fi;
return Catalan4_memo[n + 1];
end;
# The first fifteen: 0 to 14 !
List([0 .. 14], n -> Catalan1(n));
List([0 .. 14], n -> Catalan2(n));
List([0 .. 14], n -> Catalan3(n));
List([0 .. 14], n -> Catalan4(n));
# Same output for all four:
# [ 1, 1, 2, 5, 14, 42, 132, 429, 1430, 4862, 16796, 58786, 208012, 742900, 2674440 ]
[edit] Go
Direct:
package main
import (
"fmt"
"math/big"
)
func main() {
var b, c big.Int
for n := int64(0); n < 15; n++ {
fmt.Println(c.Div(b.Binomial(n*2, n), c.SetInt64(n+1)))
}
}
- Output:
1 1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440
[edit] Haskell
-- Three infinite lists, corresponding to the three definitions in the problem
-- statement.
cats1 = map (\n -> product [n+2..2*n] `div` product [1..n]) [0..]
cats2 = 1 : map (\n -> sum $ zipWith (*) (reverse (take n cats2)) cats2) [1..]
cats3 = scanl (\c n -> c*2*(2*n-1) `div` (n+1)) 1 [1..]
main = mapM_ (print . take 15) [cats1, cats2, cats3]
- Output:
[1,1,2,5,14,42,132,429,1430,4862,16796,58786,208012,742900,2674440] [1,1,2,5,14,42,132,429,1430,4862,16796,58786,208012,742900,2674440] [1,1,2,5,14,42,132,429,1430,4862,16796,58786,208012,742900,2674440]
[edit] Icon and Unicon
procedure main(arglist)
every writes(catalan(i)," ")
end
procedure catalan(n) # return catalan(n) or fail
static M
initial M := table()
if n > 0 then
return (n = 1) | \M[n] | ( M[n] := (2*(2*n-1)*catalan(n-1))/(n+1))
end
- Output:
1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440 9694845
[edit] J
((! +:) % >:) i.15x
1 1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440
[edit] Java
Accuracy may be lost for larger n's due to floating-point arithmetic (seen for C(15) here). This implementation is memoized (factorial and Catalan numbers are stored in the Maps "facts", "catsI", "catsR1", and "catsR2").
import java.util.HashMap;
import java.util.Map;
public class Catalan {
private static final Map<Long, Double> facts = new HashMap<Long, Double>();
private static final Map<Long, Double> catsI = new HashMap<Long, Double>();
private static final Map<Long, Double> catsR1 = new HashMap<Long, Double>();
private static final Map<Long, Double> catsR2 = new HashMap<Long, Double>();
static{//pre-load the memoization maps with some answers
facts.put(0L, 1D);
facts.put(1L, 1D);
facts.put(2L, 2D);
catsI.put(0L, 1D);
catsR1.put(0L, 1D);
catsR2.put(0L, 1D);
}
private static double fact(long n){
if(facts.containsKey(n)){
return facts.get(n);
}
double fact = 1;
for(long i = 2; i <= n; i++){
fact *= i; //could be further optimized, but it would probably be ugly
}
facts.put(n, fact);
return fact;
}
private static double catI(long n){
if(!catsI.containsKey(n)){
catsI.put(n, fact(2 * n)/(fact(n+1)*fact(n)));
}
return catsI.get(n);
}
private static double catR1(long n){
if(catsR1.containsKey(n)){
return catsR1.get(n);
}
double sum = 0;
for(int i = 0; i < n; i++){
sum += catR1(i) * catR1(n - 1 - i);
}
catsR1.put(n, sum);
return sum;
}
private static double catR2(long n){
if(!catsR2.containsKey(n)){
catsR2.put(n, ((2.0*(2*(n-1) + 1))/(n + 1)) * catR2(n-1));
}
return catsR2.get(n);
}
public static void main(String[] args){
for(int i = 0; i <= 15; i++){
System.out.println(catI(i));
System.out.println(catR1(i));
System.out.println(catR2(i));
}
}
}
- Output:
1.0 1.0 1.0 1.0 1.0 1.0 2.0 2.0 2.0 5.0 5.0 5.0 14.0 14.0 14.0 42.0 42.0 42.0 132.0 132.0 132.0 429.0 429.0 429.0 1430.0 1430.0 1430.0 4862.0 4862.0 4862.0 16796.0 16796.0 16796.0 58786.0 58786.0 58786.0 208012.0 208012.0 208012.0 742900.0 742900.0 742900.0 2674439.9999999995 2674440.0 2674440.0 9694844.999999998 9694845.0 9694845.0
[edit] JavaScript
<html><head><title>Catalan</title></head>
<body><pre id='x'></pre><script type="application/javascript">
function disp(x) {
var e = document.createTextNode(x + '\n');
document.getElementById('x').appendChild(e);
}
var fc = [], c2 = [], c3 = [];
function fact(n) { return fc[n] ? fc[n] : fc[n] = (n ? n * fact(n - 1) : 1); }
function cata1(n) { return Math.floor(fact(2 * n) / fact(n + 1) / fact(n) + .5); }
function cata2(n) {
if (n == 0) return 1;
if (!c2[n]) {
var s = 0;
for (var i = 0; i < n; i++) s += cata2(i) * cata2(n - i - 1);
c2[n] = s;
}
return c2[n];
}
function cata3(n) {
if (n == 0) return 1;
return c3[n] ? c3[n] : c3[n] = (4 * n - 2) * cata3(n - 1) / (n + 1);
}
disp(" meth1 meth2 meth3");
for (var i = 0; i <= 15; i++)
disp(i + '\t' + cata1(i) + '\t' + cata2(i) + '\t' + cata3(i));
</script></body></html>
- Output:
meth1 meth2 meth3 0 1 1 1 1 1 1 1 2 2 2 2 3 5 5 5 4 14 14 14 5 42 42 42 6 132 132 132 7 429 429 429 8 1430 1430 1430 9 4862 4862 4862 10 16796 16796 16796 11 58786 58786 58786 12 208012 208012 208012 13 742900 742900 742900 14 2674440 2674440 2674440 15 9694845 9694845 9694845
[edit] Julia
From the Catalan package, returns the n-th Catalan number
function catalan(bn::Integer)
if bn < 0
throw(DomainError())
else
n = BigInt(bn)
end
return binomial(2n, n)/(n + 1)
end
- Output:
julia> for n = 1:15 println(catalan(n)) end 1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440 9694845
[edit] K
catalan: {_{*/(x-i)%1+i:!y-1}[2*x;x+1]%x+1}
catalan'!:15
1 1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440
[edit] Liberty BASIC
print "non-recursive version"
print catNonRec(5)
for i = 0 to 15
print i;" = "; catNonRec(i)
next
print "recursive version"
print catRec(5)
for i = 0 to 15
print i;" = "; catRec(i)
next
print "recursive with memoisation"
redim cats(20) 'clear the array
print catRecMemo(5)
for i = 0 to 15
print i;" = "; catRecMemo(i)
next
wait
function catNonRec(n) 'non-recursive version
catNonRec=1
for i=1 to n
catNonRec=((2*((2*i)-1))/(i+1))*catNonRec
next
end function
function catRec(n) 'recursive version
if n=0 then
catRec=1
else
catRec=((2*((2*n)-1))/(n+1))*catRec(n-1)
end if
end function
function catRecMemo(n) 'recursive version with memoisation
if n=0 then
catRecMemo=1
else
if cats(n-1)=0 then 'call it recursively only if not already calculated
prev = catRecMemo(n-1)
else
prev = cats(n-1)
end if
catRecMemo=((2*((2*n)-1))/(n+1))*prev
end if
cats(n) = catRecMemo 'memoisation for future use
end function
- Output:
non-recursive version 42 0 = 1 1 = 1 2 = 2 3 = 5 4 = 14 5 = 42 6 = 132 7 = 429 8 = 1430 9 = 4862 10 = 16796 11 = 58786 12 = 208012 13 = 742900 14 = 2674440 15 = 9694845 recursive version 42 0 = 1 1 = 1 2 = 2 3 = 5 4 = 14 5 = 42 6 = 132 7 = 429 8 = 1430 9 = 4862 10 = 16796 11 = 58786 12 = 208012 13 = 742900 14 = 2674440 15 = 9694845 recursive with memoisation 42 0 = 1 1 = 1 2 = 2 3 = 5 4 = 14 5 = 42 6 = 132 7 = 429 8 = 1430 9 = 4862 10 = 16796 11 = 58786 12 = 208012 13 = 742900 14 = 2674440 15 = 9694845
[edit] Lua
-- recursive with memoization
catalan = {[0] = 1}
setmetatable(catalan, {
__index = function(c, n)
c[n] = c[n-1]*2*(2*n-1)/(n+1)
return c[n]
end
}
)
for i=0,14 do
print(catalan[i])
end
- Output:
1 1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440
[edit] Mathematica
CatalanN[n_Integer /; n >= 0] := (2 n)!/((n + 1)! n!)
- Sample Output:
TableForm[CatalanN/@Range[0,15]]
//TableForm=
1
1
2
5
14
42
132
429
1430
4862
16796
58786
208012
742900
2674440
9694845
[edit] MATLAB / Octave
function n = catalanNumbers(n)
for i = (1:length(n))
n(i) = (1/(n(i)+1))*nchoosek(2*n(i),n(i));
end
end
The following version is fully vectorized and does not require a loop
function n = catalanNumbers(n)
n = prod(n+1:2*n)/prod(1:n+1);
end
- Sample Output:
>> catalanNumbers(14)
ans =
2674440
>> catalanNumbers((0:17))'
ans =
1
1
2
5
14
42
132
429
1430
4862
16796
58786
208012
742900
2674440
9694845
35357670
129644790
[edit] Maxima
/* The following is an array function, hence the square brackets. It uses memoization automatically */
cata[n] := sum(cata[i]*cata[n - 1 - i], i, 0, n - 1)$
cata[0]: 1$
cata2(n) := binomial(2*n, n)/(n + 1)$
makelist(cata[n], n, 0, 14);
makelist(cata2(n), n, 0, 14);
/* both return [1, 1, 2, 5, 14, 42, 132, 429, 1430, 4862, 16796, 58786, 208012, 742900, 2674440] */
[edit] ooRexx
Three versions of this.
loop i = 0 to 15
say "catI("i") =" .catalan~catI(i)
say "catR1("i") =" .catalan~catR1(i)
say "catR2("i") =" .catalan~catR2(i)
end
-- This is implemented as static members on a class object
-- so that the code is able to keep state information between calls. This
-- memorization will speed up things like factorial calls by remembering previous
-- results.
::class catalan
-- initialize the class object
::method init class
expose facts catI catR1 catR2
facts = .table~new
catI = .table~new
catR1 = .table~new
catR2 = .table~new
-- seed a few items
facts[0] = 1
facts[1] = 1
facts[2] = 2
catI[0] = 1
catR1[0] = 1
catR2[0] = 1
-- private factorial method
::method fact private class
expose facts
use arg n
-- see if we've calculated this before
if facts~hasIndex(n) then return facts[n]
numeric digits 20
fact = 1
loop i = 2 to n
fact *= i
end
-- save this result
facts[n] = fact
return fact
::method catI class
expose catI
use arg n
numeric digits 20
res = catI[n]
if res == .nil then do
-- dividing by 1 removes insignificant trailing 0s
res = (self~fact(2 * n)/(self~fact(n + 1) * self~fact(n))) / 1
catI[n] = res
end
return res
::method catR1 class
expose catR1
use arg n
numeric digits 20
if catR1~hasIndex(n) then return catR1[n]
sum = 0
loop i = 0 to n - 1
sum += self~catR1(i) * self~catR1(n - 1 - i)
end
-- remove insignificant trailing 0s
sum = sum / 1
catR1[n] = sum
return sum
::method catR2 class
expose catR2
use arg n
numeric digits 20
res = catR2[n]
if res == .nil then do
res = (((2 * (2 * (n - 1) + 1)) / (n + 1)) * self~catR2(n - 1)) / 1
catR2[n] = res
end
return res
- Output:
catI(0) = 1 catR1(0) = 1 catR2(0) = 1 catI(1) = 1 catR1(1) = 1 catR2(1) = 1 catI(2) = 2 catR1(2) = 2 catR2(2) = 2 catI(3) = 5 catR1(3) = 5 catR2(3) = 5 catI(4) = 14 catR1(4) = 14 catR2(4) = 14 catI(5) = 42 catR1(5) = 42 catR2(5) = 42 catI(6) = 132 catR1(6) = 132 catR2(6) = 132 catI(7) = 429 catR1(7) = 429 catR2(7) = 429 catI(8) = 1430 catR1(8) = 1430 catR2(8) = 1430 catI(9) = 4862 catR1(9) = 4862 catR2(9) = 4862 catI(10) = 16796 catR1(10) = 16796 catR2(10) = 16796 catI(11) = 58786 catR1(11) = 58786 catR2(11) = 58786 catI(12) = 208012 catR1(12) = 208012 catR2(12) = 208012 catI(13) = 742899.99999999999999 catR1(13) = 742900 catR2(13) = 742900.00000000000001 catI(14) = 2674440.0000000000001 catR1(14) = 2674440 catR2(14) = 2674440 catI(15) = 9694845.0000000000001 catR1(15) = 9694845 catR2(15) = 9694845
[edit] PARI/GP
Memoization is not worthwhile; PARI has fast built-in facilities for calculating binomial coefficients and factorials.
Catalan(n)=binomial(2*n,n+1)/n
A second version:
Catalan(n)=(2*n)!/(n+1)!/n!
Naive version with binary splitting:
Catalan(n)=prod(k=n+2,2*n,k)/prod(k=2,n,k)
Naive version:
Catalan(n)={
my(t=1);
for(k=n+2,2*n,t*=k);
for(k=2,n,t/=k);
t
};
The first version takes about 1.5 seconds to compute the millionth Catalan number, while the second takes 3.9 seconds. The naive implementations, for comparison, take 21 and 45 minutes. In any case, printing the first 15 is simple:
vector(15,n,Catalan(n))
[edit] Pascal
Program CatalanNumbers(output);
function catalanNumber1(n: integer): double;
begin
if n = 0 then
catalanNumber1 := 1.0
else
catalanNumber1 := double(4 * n - 2) / double(n + 1) * catalanNumber1(n-1);
end;
var
number: integer;
begin
writeln('Catalan Numbers');
writeln('Recursion with a fraction:');
for number := 0 to 14 do
writeln (number:3, round(catalanNumber1(number)):9);
end.
- Output:
:> ./CatalanNumbers Catalan Numbers Recursion with a fraction: 0 1 1 1 2 2 3 5 4 14 5 42 6 132 7 429 8 1430 9 4862 10 16796 11 58786 12 208012 13 742900 14 2674440
[edit] Perl
sub f { $_[0] ? $_[0] * f($_[0]-1) : 1 }
sub catalan { f(2 * $_[0]) / f($_[0]) / f($_[0]+1) }
print "$_\t@{[ catalan($_) ]}\n" for 0 .. 20;
For computing up to 20 ish, memoization is not needed. For much bigger numbers, this is faster:
my @c = (1);
sub catalan {
use bigint;
$c[$_[0]] //= catalan($_[0]-1) * (4 * $_[0]-2) / ($_[0]+1)
}
# most of the time is spent displaying the long numbers, actually
print "$_\t", catalan($_), "\n" for 0 .. 10000;
[edit] Perl 6
my @catalan := 1, { (state $n)++; 2*(2*$n-1)/($n+1) * $_ } ... *;
.say for @catalan[^15];
- Output:
1 1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440
[edit] PHP
<?php
class CatalanNumbersSerie
{
private static $cache = array(0 => 1);
private function fill_cache($i)
{
$accum = 0;
$n = $i-1;
for($k = 0; $k <= $n; $k++)
{
$accum += $this->item($k)*$this->item($n-$k);
}
self::$cache[$i] = $accum;
}
function item($i)
{
if (!isset(self::$cache[$i]))
{
$this->fill_cache($i);
}
return self::$cache[$i];
}
}
$cn = new CatalanNumbersSerie();
for($i = 0; $i <= 15;$i++)
{
$r = $cn->item($i);
echo "$i = $r\r\n";
}
?>
- Output:
0 = 1 1 = 1 2 = 2 3 = 5 4 = 14 5 = 42 6 = 132 7 = 429 8 = 1430 9 = 4862 10 = 16796 11 = 58786 12 = 208012 13 = 742900 14 = 2674440 15 = 9694845
[edit] PicoLisp
# Factorial
(de fact (N)
(if (=0 N)
1
(* N (fact (dec N))) ) )
# Directly
(de catalanDir (N)
(/ (fact (* 2 N)) (fact (inc N)) (fact N)) )
# Recursively
(de catalanRec (N)
(if (=0 N)
1
(cache '(NIL) (pack (char (hash N)) N) # Memoize
(sum
'((I) (* (catalanRec I) (catalanRec (- N I 1))))
(range 0 (dec N)) ) ) ) )
# Alternatively
(de catalanAlt (N)
(if (=0 N)
1
(*/ 2 (dec (* 2 N)) (catalanAlt (dec N)) (inc N)) ) )
# Test
(for (N 0 (> 15 N) (inc N))
(tab (2 4 8 8 8)
N
" => "
(catalanDir N)
(catalanRec N)
(catalanAlt N) ) )
- Output:
0 => 1 1 1 1 => 1 1 1 2 => 2 2 2 3 => 5 5 5 4 => 14 14 14 5 => 42 42 42 6 => 132 132 132 7 => 429 429 429 8 => 1430 1430 1430 9 => 4862 4862 4862 10 => 16796 16796 16796 11 => 58786 58786 58786 12 => 208012 208012 208012 13 => 742900 742900 742900 14 => 2674440 2674440 2674440
[edit] PL/I
catalan: procedure options (main); /* 23 February 2012 */
declare (i, n) fixed;
put skip list ('How many catalan numbers do you want?');
get list (n);
do i = 0 to n;
put skip list (c(i));
end;
c: procedure (n) recursive returns (fixed decimal (15));
declare n fixed;
if n <= 1 then return (1);
return ( 2*(2*n-1) * c(n-1) / (n + 1) );
end c;
end catalan;
- Output:
How many catalan numbers do you want?
1
1
2
5
14
42
132
429
1430
4862
16796
58786
208012
742900
2674440
9694845
35357670
129644790
477638700
1767263190
6564120420
[edit] PlainTeX
\newcount\n
\newcount\r
\newcount\x
\newcount\ii
\def\catalan#1{%
\n#1\advance\n by1\ii1\r1%
\loop{%
\x\ii%
\multiply\x by 2 \advance\x by -1 \multiply\x by 2%
\global\multiply\r by\x%
\global\advance\ii by1%
\global\divide\r by\ii%
} \ifnum\number\ii<\n\repeat%
\the\r
}
\rightskip=0pt plus1fil\parindent=0pt
\loop{${\rm Catalan}(\the\x) = \catalan{\the\x}$\hfil\break}%
\advance\x by 1\ifnum\x<15\repeat
\bye
[edit] Prolog
catalan(N) :-
length(L1, N),
L = [1 | L1],
init(1,1,L1),
numlist(0, N, NL),
maplist(my_write, NL, L).
init(_, _, []).
init(V, N, [H | T]) :-
N1 is N+1,
H is 2 * (2 * N - 1) * V / N1,
init(H, N1, T).
my_write(N, V) :-
format('~w : ~w~n', [N, V]).
- Output:
?- catalan(15). 0 : 1 1 : 1 2 : 2 3 : 5 4 : 14 5 : 42 6 : 132 7 : 429 8 : 1430 9 : 4862 10 : 16796 11 : 58786 12 : 208012 13 : 742900 14 : 2674440 15 : 9694845 true .
[edit] PureBasic
Using the third formula...
; saving the division for last ensures we divide the largest
; numerator by the smallest denominator
Procedure.q CatalanNumber(n.q)
If n<0:ProcedureReturn 0:EndIf
If n=0:ProcedureReturn 1:EndIf
ProcedureReturn (2*(2*n-1))*CatalanNumber(n-1)/(n+1)
EndProcedure
ls=25
rs=12
a.s=""
a.s+LSet(RSet("n",rs),ls)+"CatalanNumber(n)"
; cw(a.s)
Debug a.s
For n=0 to 33 ;33 largest correct quad for n
a.s=""
a.s+LSet(RSet(Str(n),rs),ls)+Str(CatalanNumber(n))
; cw(a.s)
Debug a.s
Next
- Sample Output:
n CatalanNumber(n)
0 1
1 1
2 2
3 5
4 14
5 42
6 132
7 429
8 1430
9 4862
10 16796
11 58786
12 208012
13 742900
14 2674440
15 9694845
16 35357670
17 129644790
18 477638700
19 1767263190
20 6564120420
21 24466267020
22 91482563640
23 343059613650
24 1289904147324
25 4861946401452
26 18367353072152
27 69533550916004
28 263747951750360
29 1002242216651368
30 3814986502092304
31 14544636039226909
32 55534064877048198
33 212336130412243110
[edit] Python
Three algorithms including explicit memoization. (Pythons factorial built-in function is not memoized internally).
Python will transparently switch to bignum-type integer arithmetic, so the code below works unchanged on computing larger catalan numbers such as cat(50) and beyond.
from math import factorial
import functools
def memoize(func):
cache = {}
def memoized(key):
# Returned, new, memoized version of decorated function
if key not in cache:
cache[key] = func(key)
return cache[key]
return functools.update_wrapper(memoized, func)
@memoize
def fact(n):
return factorial(n)
def cat_direct(n):
return fact(2*n) // fact(n + 1) // fact(n)
@memoize
def catR1(n):
return ( 1 if n == 0
else sum( catR1(i) * catR1(n - 1 - i)
for i in range(n) ) )
@memoize
def catR2(n):
return ( 1 if n == 0
else ( ( 4 * n - 2 ) * catR2( n - 1) ) // ( n + 1 ) )
if __name__ == '__main__':
def pr(results):
fmt = '%-10s %-10s %-10s'
print ((fmt % tuple(c.__name__ for c in defs)).upper())
print (fmt % (('='*10,)*3))
for r in zip(*results):
print (fmt % r)
defs = (cat_direct, catR1, catR2)
results = [ tuple(c(i) for i in range(15)) for c in defs ]
pr(results)
- Sample Output:
CAT_DIRECT CATR1 CATR2 ========== ========== ========== 1 1 1 1 1 1 2 2 2 5 5 5 14 14 14 42 42 42 132 132 132 429 429 429 1430 1430 1430 4862 4862 4862 16796 16796 16796 58786 58786 58786 208012 208012 208012 742900 742900 742900 2674440 2674440 2674440
[edit] R
catalan <- function(n) choose(2*n, n)/(n + 1)
catalan(1:15)
# [1] 1 2 5 14 42 132 429 1430 4862
#[10] 16796 58786 208012 742900 2674440 9694845
[edit] Racket
#lang racket
(require planet2)
; (install "this-and-that") ; uncomment to install
(require memoize/memo)
(define/memo* (catalan m)
(if (= m 0)
1
(for/sum ([i m])
(* (catalan i) (catalan (- m i 1))))))
(map catalan (range 1 15))
- Output:
'(1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440)
[edit] REXX
All methods use memoization.
/*REXX program calculates Catalan numbers using three different methods.*/
parse arg bot top . /*get args from the command line.*/
if bot=='' then do; top=15; bot=0; end /*No args? Use a range of 0 ─► 15*/
if top=='' then top=bot /*No top? Use the bottom for it.*/
numeric digits max(20,5*top) /*no limit on big Catalan numbers*/
w=length(top) /*use W to align Catalan index.*/
say; say center(' Catalan numbers, method 1 ' , 79, '-'); !.=0
do m1=bot to top
say right(m1,w) '=' catalan1(m1)
end /*m1*/
say; say center(' Catalan numbers, method 2 ' , 79, '-'); c.=0; c.0=1
do m2=bot to top
say right(m2,w) '=' catalan2(m2)
end /*m2*/
say; say center(' Catalan numbers, method 3 ' , 79, '-'); c.=0; c.0=1
do m3=bot to top
say right(m3,w) '=' catalan3(m3)
end /*m3*/
exit /*stick a fork in it, we're done.*/
/*──────────────────────────────────catalan method 1────────────────────*/
catalan1: procedure expose !.; parse arg n /*n+n is faster than 2*n */
return !(n+n) % ( (n+1) * !(n)**2 ) /*using COMB would be faster*/
/*──────────────────────────────────catalan method 2────────────────────*/
catalan2: procedure expose c.; parse arg n; if c.n\==0 then return c.n
s=0; do j=0 to n-1
s=s + catalan2(j) * catalan2(n-j-1) /*recursive invokes.*/
end /*j*/
c.n=s /*use REXX memoization technique.*/
return s
/*──────────────────────────────────catalan method 3────────────────────*/
catalan3: procedure expose c.; parse arg n; if c.n\==0 then return c.n
c.n=(4*n-2) * catalan3(n-1) % (n+1) /*use REXX memoization technique.*/
return c.n
/*──────────────────────────────────! (factorial) function──────────────*/
!: procedure expose !.; parse arg x; if !.x\==0 then return !.x; !=1
do k=1 for x
!=!*k
end /*k*/
!.x=! /*use REXX memoization technique.*/
return !
output when using the input of: 0 16
-------------------------- Catalan numbers, method 1 -------------------------- 0 = 1 1 = 1 2 = 2 3 = 5 4 = 14 5 = 42 6 = 132 7 = 429 8 = 1430 9 = 4862 10 = 16796 11 = 58786 12 = 208012 13 = 742900 14 = 2674440 15 = 9694845 16 = 35357670 -------------------------- Catalan numbers, method 2 -------------------------- 0 = 1 1 = 1 2 = 2 3 = 5 4 = 14 5 = 42 6 = 132 7 = 429 8 = 1430 9 = 4862 10 = 16796 11 = 58786 12 = 208012 13 = 742900 14 = 2674440 15 = 9694845 16 = 35357670 -------------------------- Catalan numbers, method 3 -------------------------- 0 = 1 1 = 1 2 = 2 3 = 5 4 = 14 5 = 42 6 = 132 7 = 429 8 = 1430 9 = 4862 10 = 16796 11 = 58786 12 = 208012 13 = 742900 14 = 2674440 15 = 9694845 16 = 35357670
[edit] Ruby
Using a memoization module found at the Ruby Application Archive.
# direct
def factorial(n)
(1..n).reduce(:*)
end
def catalan_direct(n)
factorial(2*n) / (factorial(n+1) * factorial(n))
end
# recursive
def catalan_rec1(n)
return 1 if n == 0
(0..n-1).inject(0) {|sum, i| sum + catalan_rec1(i) * catalan_rec1(n-1-i)}
end
def catalan_rec2(n)
return 1 if n == 0
2*(2*n - 1) * catalan_rec2(n-1) /(n+1)
end
# performance and results
require 'benchmark'
require 'memoize'
include Memoize
Benchmark.bm(10) do |b|
b.report('forget') {
16.times {|n| [n, catalan_direct(n), catalan_rec1(n), catalan_rec2(n)]}
}
b.report('memoized') {
memoize :factorial
memoize :catalan_direct
memoize :catalan_rec1
memoize :catalan_rec2
16.times {|n| [n, catalan_direct(n), catalan_rec1(n), catalan_rec2(n)]}
}
end
16.times {|n| p [n, catalan_direct(n), catalan_rec1(n), catalan_rec2(n)]}
The output shows the dramatic difference memoizing makes.
user system total real forget 11.578000 0.000000 11.578000 ( 11.687000) memoized 0.000000 0.000000 0.000000 ( 0.000000) [0, 1, 1, 1] [1, 1, 1, 1] [2, 2, 2, 2] [3, 5, 5, 5] [4, 14, 14, 14] [5, 42, 42, 42] [6, 132, 132, 132] [7, 429, 429, 429] [8, 1430, 1430, 1430] [9, 4862, 4862, 4862] [10, 16796, 16796, 16796] [11, 58786, 58786, 58786] [12, 208012, 208012, 208012] [13, 742900, 742900, 742900] [14, 2674440, 2674440, 2674440] [15, 9694845, 9694845, 9694845]
[edit] Run BASIC
FOR i = 1 TO 15
PRINT i;" ";catalan(i)
NEXT
FUNCTION catalan(n)
IF n = 0 THEN
catalan = 1
ELSE
catalan = ((2 * ((2 * n) - 1)) / (n + 1)) * catalan(n - 1)
END IF
END FUNCTION
1 1 2 2 3 5 4 14 5 42 6 132 7 429 8 1430 9 4862 10 16796 11 58786 12 208012 13 742900 14 2674440 15 9694845
[edit] Scala
Simple and straightforward. Noticeably out of steam without memoizing at about 5000.
object Catalan {
def factorial(n: BigInt) = BigInt(1).to(n).foldLeft(BigInt(1))(_ * _)
def catalan(n: BigInt) = factorial(2 * n) / (factorial(n + 1) * factorial(n))
def main(args: Array[String]) {
for (n <- 1 to 15) {
println("catalan(" + n + ") = " + catalan(n))
}
}
}
- Output:
catalan(1) = 1 catalan(2) = 2 catalan(3) = 5 catalan(4) = 14 catalan(5) = 42 catalan(6) = 132 catalan(7) = 429 catalan(8) = 1430 catalan(9) = 4862 catalan(10) = 16796 catalan(11) = 58786 catalan(12) = 208012 catalan(13) = 742900 catalan(14) = 2674440 catalan(15) = 9694845
[edit] Scheme
Tail recursive implementation.
(define (catalan m)
(let loop ((c 1)(n 0))
(if (not (eqv? n m))
(begin
(display n)(display ": ")(display c)(newline)
(loop (* (/ (* 2 (- (* 2 (+ n 1)) 1)) (+ (+ n 1) 1)) c) (+ n 1) )))))
(catalan 15)
- Output:
0: 1 1: 1 2: 2 3: 5 4: 14 5: 42 6: 132 7: 429 8: 1430 9: 4862 10: 16796 11: 58786 12: 208012 13: 742900 14: 2674440
[edit] Seed7
$ include "seed7_05.s7i";
include "bigint.s7i";
const proc: main is func
local
var bigInteger: n is 0_;
begin
for n range 0_ to 15_ do
writeln((2_ * n) ! n div succ(n));
end for;
end func;
- Output:
1 1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440 9694845
[edit] Standard ML
(*
* val catalan : int -> int
* Returns the nth Catalan number.
*)
fun catalan 0 = 1
| catalan n = ((4 * n - 2) * catalan(n - 1)) div (n + 1);
(*
* val print_catalans : int -> unit
* Prints out Catalan numbers 0 through 15.
*)
fun print_catalans(n) =
if n > 15 then ()
else (print (Int.toString(catalan n) ^ "\n"); print_catalans(n + 1)); print_catalans(0);
(*
* 1
* 1
* 2
* 5
* 14
* 42
* 132
* 429
* 1430
* 4862
* 16796
* 58786
* 208012
* 742900
* 2674440
* 9694845
*)
[edit] Tcl
package require Tcl 8.5
# Memoization wrapper
proc memoize {function value generator} {
variable memoize
set key $function,$value
if {![info exists memoize($key)]} {
set memoize($key) [uplevel 1 $generator]
}
return $memoize($key)
}
# The simplest recursive definition
proc tcl::mathfunc::catalan n {
if {[incr n 0] < 0} {error "must not be negative"}
memoize catalan $n {expr {
$n == 0 ? 1 : 2 * (2*$n - 1) * catalan($n - 1) / ($n + 1)
}}
}
Demonstration:
for {set i 0} {$i < 15} {incr i} {
puts "C_$i = [expr {catalan($i)}]"
}
- Output:
C_0 = 1 C_1 = 1 C_2 = 2 C_3 = 5 C_4 = 14 C_5 = 42 C_6 = 132 C_7 = 429 C_8 = 1430 C_9 = 4862 C_10 = 16796 C_11 = 58786 C_12 = 208012 C_13 = 742900 C_14 = 2674440
Of course, this code also works unchanged (apart from extending the loop) for producing higher Catalan numbers. For example, here is the end of the output when asked to produce the first fifty:
C_45 = 2257117854077248073253720 C_46 = 8740328711533173390046320 C_47 = 33868773757191046886429490 C_48 = 131327898242169365477991900 C_49 = 509552245179617138054608572
[edit] TI-83 BASIC
This problem is perfectly suited for a TI calculator.
:For(I,1,15
:Disp (2I)!/((I+1)!I!
:End
- Output:
1
2
4
14
42
132
429
1430
4862
16796
58786
208012
742900
2674440
9694845
Done
[edit] Ursala
#import std
#import nat
catalan = quotient^\successor choose^/double ~&
#cast %nL
t = catalan* iota 16
- Output:
< 1, 1, 2, 5, 14, 42, 132, 429, 1430, 4862, 16796, 58786, 208012, 742900, 2674440, 9694845>
[edit] VBA
Public Sub Catalan1(n As Integer)
'Computes the first n Catalan numbers according to the first recursion given
Dim Cat() As Long
Dim sum As Long
ReDim Cat(n)
Cat(0) = 1
For i = 0 To n - 1
sum = 0
For j = 0 To i
sum = sum + Cat(j) * Cat(i - j)
Next j
Cat(i + 1) = sum
Next i
Debug.Print
For i = 0 To n
Debug.Print i, Cat(i)
Next
End Sub
Public Sub Catalan2(n As Integer)
'Computes the first n Catalan numbers according to the second recursion given
Dim Cat() As Long
ReDim Cat(n)
Cat(0) = 1
For i = 1 To n
Cat(i) = 2 * Cat(i - 1) * (2 * i - 1) / (i + 1)
Next i
Debug.Print
For i = 0 To n
Debug.Print i, Cat(i)
Next
End Sub
- Result:
Catalan1 15 0 1 1 1 2 2 3 5 4 14 5 42 6 132 7 429 8 1430 9 4862 10 16796 11 58786 12 208012 13 742900 14 2674440 15 9694845
(Expect same result with "Catalan2 15")
[edit] XPL0
code CrLf=9, IntOut=11;
int C, N;
[C:= 1;
IntOut(0, C); CrLf(0);
for N:= 1 to 14 do
[C:= C*2*(2*N-1)/(N+1);
IntOut(0, C); CrLf(0);
];
]
- Output:
1 1 2 5 14 42 132 429 1430 4862 16796 58786 208012 742900 2674440
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