# Difference between revisions of "Euler problems/11 to 20"

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</haskell> |
</haskell> |
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− | Faster solution, using |
+ | Faster solution, using unboxed types and parallel computation: |

+ | <haskell> |
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+ | import Control.Parallel |
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+ | import Data.Word |
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+ | |||

+ | collatzLen :: Int -> Word32 -> Int |
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+ | collatzLen c 1 = c |
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+ | collatzLen c n = collatzLen (c+1) $ if n `mod` 2 == 0 then n `div` 2 else 3*n+1 |
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+ | |||

+ | pmax x n = x `max` (collatzLen 1 n, n) |
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+ | |||

+ | solve xs = foldl pmax (1,1) xs |
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+ | |||

+ | main = print soln |
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+ | where |
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+ | s1 = solve [2..500000] |
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+ | s2 = solve [500001..1000000] |
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+ | soln = s2 `par` (s1 `pseq` max s1 s2) |
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+ | </haskell> |
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+ | |||

+ | Even faster solution, using an Array to memoize length of sequences : |
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<haskell> |
<haskell> |
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import Data.Array |
import Data.Array |

## Revision as of 02:09, 25 March 2010

## Contents

## Problem 11

What is the greatest product of four numbers on the same straight line in the 20 by 20 grid?

Solution: using Array and Arrows, for fun :

```
import Control.Arrow
import Data.Array
input :: String -> Array (Int,Int) Int
input = listArray ((1,1),(20,20)) . map read . words
senses = [(+1) *** id,(+1) *** (+1), id *** (+1), (+1) *** (\n -> n - 1)]
inArray a i = inRange (bounds a) i
prods :: Array (Int, Int) Int -> [Int]
prods a = [product xs | i <- range $ bounds a,
s <- senses,
let is = take 4 $ iterate s i,
all (inArray a) is,
let xs = map (a!) is]
main = print . maximum . prods . input =<< getContents
```

## Problem 12

What is the first triangle number to have over five-hundred divisors?

Solution:

```
--primeFactors in problem_3
problem_12 = head $ filter ((> 500) . nDivisors) triangleNumbers
where nDivisors n = product $ map ((+1) . length) (group (primeFactors n))
triangleNumbers = scanl1 (+) [1..]
```

## Problem 13

Find the first ten digits of the sum of one-hundred 50-digit numbers.

Solution:

```
main = do xs <- fmap (map read . lines) (readFile "p13.log")
print . take 10 . show . sum $ xs
```

## Problem 14

Find the longest sequence using a starting number under one million.

Solution:

```
import Data.List
problem_14 = j 1000000 where
f :: Int -> Integer -> Int
f k 1 = k
f k n = f (k+1) $ if even n then div n 2 else 3*n + 1
g x y = if snd x < snd y then y else x
h x n = g x (n, f 1 n)
j n = fst $ foldl' h (1,1) [2..n-1]
```

Faster solution, using unboxed types and parallel computation:

```
import Control.Parallel
import Data.Word
collatzLen :: Int -> Word32 -> Int
collatzLen c 1 = c
collatzLen c n = collatzLen (c+1) $ if n `mod` 2 == 0 then n `div` 2 else 3*n+1
pmax x n = x `max` (collatzLen 1 n, n)
solve xs = foldl pmax (1,1) xs
main = print soln
where
s1 = solve [2..500000]
s2 = solve [500001..1000000]
soln = s2 `par` (s1 `pseq` max s1 s2)
```

Even faster solution, using an Array to memoize length of sequences :

```
import Data.Array
import Data.List
import Data.Ord (comparing)
syrs n =
a
where
a = listArray (1,n) $ 0:[1 + syr n x | x <- [2..n]]
syr n x =
if x' <= n then a ! x' else 1 + syr n x'
where
x' = if even x then x `div` 2 else 3 * x + 1
main =
print $ maximumBy (comparing snd) $ assocs $ syrs 1000000
```

Using a list to memoize the lengths

```
import Data.List
-- computes the sequence for a given n
l n = n:unfoldr f n where
f 1 = Nothing -- we're done here
-- for reasons of speed we do div and mod in one go
f n = let (d,m)=divMod n 2 in case m of
0 -> Just (d,d) -- n was even
otherwise -> let k = 3*n+1 in Just (k,k) -- n was odd
answer = foldl1' f $ -- computes the maximum of a list of tuples
-- save the length of the sequence and the number generating it in a tuple
[(length $! l x, x) | x <- [1..1000000]] where
f (a,c) (b,d) -- one tuple is greater than other if the first component (=sequence-length) is greater
| a > b = (a,c)
| otherwise = (b,d)
main = print answer
```

## Problem 15

Starting in the top left corner in a 20 by 20 grid, how many routes are there to the bottom right corner?

Solution: A direct computation:

```
problem_15 = iterate (scanl1 (+)) (repeat 1) !! 20 !! 20
```

Thinking about it as a problem in combinatorics:

Each route has exactly 40 steps, with 20 of them horizontal and 20 of them vertical. We need to count how many different ways there are of choosing which steps are horizontal and which are vertical. So we have:

```
problem_15 = product [21..40] `div` product [2..20]
```

## Problem 16

What is the sum of the digits of the number 2^{1000}?

Solution:

```
import Data.Char
problem_16 = sum k
where s = show (2^1000)
k = map digitToInt s
```

## Problem 17

How many letters would be needed to write all the numbers in words from 1 to 1000?

Solution:

```
import Char
one = ["one","two","three","four","five","six","seven","eight",
"nine","ten","eleven","twelve","thirteen","fourteen","fifteen",
"sixteen","seventeen","eighteen", "nineteen"]
ty = ["twenty","thirty","forty","fifty","sixty","seventy","eighty","ninety"]
decompose x
| x == 0 = []
| x < 20 = one !! (x-1)
| x >= 20 && x < 100 =
ty !! (firstDigit (x) - 2) ++ decompose ( x - firstDigit (x) * 10)
| x < 1000 && x `mod` 100 ==0 =
one !! (firstDigit (x)-1) ++ "hundred"
| x > 100 && x <= 999 =
one !! (firstDigit (x)-1) ++ "hundredand" ++decompose ( x - firstDigit (x) * 100)
| x == 1000 = "onethousand"
where firstDigit x = digitToInt . head . show $ x
problem_17 = length . concatMap decompose $ [1..1000]
```

## Problem 18

Find the maximum sum travelling from the top of the triangle to the base.

Solution:

```
problem_18 = head $ foldr1 g tri
where
f x y z = x + max y z
g xs ys = zipWith3 f xs ys $ tail ys
tri = [
[75],
[95,64],
[17,47,82],
[18,35,87,10],
[20,04,82,47,65],
[19,01,23,75,03,34],
[88,02,77,73,07,63,67],
[99,65,04,28,06,16,70,92],
[41,41,26,56,83,40,80,70,33],
[41,48,72,33,47,32,37,16,94,29],
[53,71,44,65,25,43,91,52,97,51,14],
[70,11,33,28,77,73,17,78,39,68,17,57],
[91,71,52,38,17,14,91,43,58,50,27,29,48],
[63,66,04,68,89,53,67,30,73,16,69,87,40,31],
[04,62,98,27,23,09,70,98,73,93,38,53,60,04,23]]
```

## Problem 19

You are given the following information, but you may prefer to do some research for yourself.

- 1 Jan 1900 was a Monday.
- Thirty days has September,
- April, June and November.
- All the rest have thirty-one,
- Saving February alone,

Which has twenty-eight, rain or shine. And on leap years, twenty-nine.

- A leap year occurs on any year evenly divisible by 4, but not on a century unless it is divisible by 400.

How many Sundays fell on the first of the month during the twentieth century (1 Jan 1901 to 31 Dec 2000)?

Solution:

```
problem_19 = length . filter (== sunday) . drop 12 . take 1212 $ since1900
since1900 = scanl nextMonth monday . concat $
replicate 4 nonLeap ++ cycle (leap : replicate 3 nonLeap)
nonLeap = [31, 28, 31, 30, 31, 30, 31, 31, 30, 31, 30, 31]
leap = 31 : 29 : drop 2 nonLeap
nextMonth x y = (x + y) `mod` 7
sunday = 0
monday = 1
```

Here is an alternative that is simpler, but it is cheating a bit:

```
import Data.Time.Calendar
import Data.Time.Calendar.WeekDate
problem_19_v2 = length [() | y <- [1901..2000],
m <- [1..12],
let (_, _, d) = toWeekDate $ fromGregorian y m 1,
d == 7]
```

## Problem 20

Find the sum of digits in 100!

Solution:

```
problem_20 = sum $ map Char.digitToInt $ show $ product [1..100]
```