Find the highest product in 4 directions in a matrix - php
I got this challenge to find the highest product of 4 consecutive numbers on a 20x20 matrix of integers.
The numbers are read line by line from a file separated by a space.
The products can be in horizontal, vertical and diagonal in both directions
My "solution" gives the wrong answer.
EDIT: I've updated the code to work without file input and added sample data; also fixed one of my mistakes that were pointed out in the comments
$data = [
[89,32,92,64,81,2,20,33,44,1,70,75,39,62,76,35,16,77,22,27],
[53,11,6,95,41,51,31,59,8,23,19,13,61,91,48,69,84,52,66,24],
[93,72,85,97,21,79,56,5,45,3,65,30,83,87,43,7,34,0,4,14],
[29,17,49,9,82,90,55,67,15,63,54,94,12,28,96,37,58,98,86,78],
[74,40,50,60,26,99,80,18,10,46,36,68,25,57,47,71,42,73,88,38],
[50,22,6,26,18,53,52,5,46,2,89,77,83,48,4,58,45,28,84,81],
[49,82,31,14,69,17,91,54,34,40,0,33,30,95,60,44,29,24,85,16],
[27,11,76,39,15,86,92,74,99,59,94,12,55,57,38,96,47,32,78,75],
[51,20,87,42,62,41,7,35,23,21,71,25,67,97,80,90,88,64,13,70],
[19,9,56,43,68,93,65,98,36,3,61,63,10,72,8,73,1,66,79,37],
[22,58,52,12,3,41,28,72,42,74,76,64,59,35,85,78,14,27,53,88],
[46,80,5,96,7,68,61,69,67,34,36,40,82,26,75,50,29,91,10,2],
[30,39,19,48,33,93,1,45,66,98,0,23,62,25,51,71,56,77,24,21],
[79,87,94,60,8,32,13,65,4,92,73,9,31,37,17,84,15,90,86,20],
[95,6,81,70,47,16,44,83,49,43,55,54,18,63,38,11,97,89,99,57],
[95,78,64,58,7,17,53,28,74,86,6,12,54,85,21,94,16,69,25,68],
[13,20,41,97,1,2,80,30,0,84,67,45,93,96,82,92,62,33,18,44],
[60,77,31,70,76,36,59,38,15,3,91,46,65,73,49,11,8,35,5,52],
[61,66,79,40,26,72,89,71,75,99,22,9,43,32,14,81,98,88,87,83],
[10,4,23,19,56,57,51,47,50,27,90,63,42,29,24,55,48,37,39,34]
];
$matrix = [];
//maximums in possible directions
$maxes = [0, 0, 0, 0];
//while ($line = trim(fgets(STDIN))) {
while ($line = current($data)) {
//the horizontal maxes can be calculated while loading
//$array = explode(" ", $line);
$array = $line;
$hMax = array_product(array_slice($array, 0, 4));
for ($i = 1; $i < (count($array)-4); $i++) {
$max = array_product(array_slice($array, $i, 4));
if($max > $hMax) {
$hMax = $max;
}
}
if ( $hMax > $maxes[0] ) {
$maxes[0] = $hMax;
}
$matrix[] = $array;
next($data);
}
// the last 3 rows can be skipped
for($i = 0; $i < (count($matrix)-4); $i++) {
for ($j = 0; $j < (count($matrix[$i])-1); $j++) {
$vMax = 1; // vertical
$dlMax = 1; // diagonal left
$drMax = 1; // diagonal rigth
for ($k = 0; $k < 5; $k++) {
$vMax *= $matrix[$i + $k][$j];
if ( $j < (count($matrix[$i]) - 4) ) {
$drMax *= $matrix[$i + $k][$j + $k];
}
if ( $j > 3 ) {
$dlMax *= $matrix[$i + $k][$j - $k];
}
}
if ( $maxes[1] < $vMax ) $maxes[1] = $vMax; // the index used to be 1 - my first mistake
if ( $maxes[2] < $dlMax ) $maxes[2] = $dlMax; // the index used to be 1 - my first mistake
if ( $maxes[3] < $drMax ) $maxes[3] = $drMax; // the index used to be 1 - my first mistake
}
}
sort($maxes);
echo end($maxes).PHP_EOL;
Where did my approach go wrong, and how can it be sped up?
Are there any math tricks that can be applied here (besides checking for zeros)?
EDIT: the solution that the code gives for the current data is 4912231320 is it correct?
I've found 2 major errors, and now the result is a plausible 67352832
I'm considering it solved for that reason, but if anyone comes up with some math trick that simplifies or makes it faster I'll give up the accepted answer.
The first mistake was
for ($k = 0; $k < 5; $k++) {
It should've been
for ($k = 0; $k < 4; $k++) {
since we are only counting 4 numbers at once, thats why the result was so large compared to 10^8
The second was
if ( $j > 3 ) {
which should've been
if ( $j > 2 ) {
which will now include one more diagonal possibility
We can consider the four directions a bottom- or right-most cell can be the last of in a sequence. If m[i][j][k][d] is the highest total for a sequence of length k coming from direction d, then:
m[i][j][1][d] = data[i][j] for all d
m[i][j][k]['E'] = data[i][j] * m[i][j - 1][k - 1]['E']
m[i][j][k]['NE'] = data[i][j] * m[i - 1][j - 1][k - 1]['NE']
m[i][j][k]['N'] = data[i][j] * m[i - 1][j][k - 1]['N']
m[i][j][k]['NW'] = data[i][j] * m[i - 1][j + 1][k - 1]['NW']
If we traverse north to south, east to west, the needed cells should have already been calculated, and, clearly, we're looking for
max(m[i][j][4][d])
for all i, j, d
Related
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Print all combination of sub range within a given array
I want to print all combination of sub range in an given array. I have an array of y number of elements in it from which I want to print all combination of contiguous sub range. Constraint is : each sub range should have at least 2 elements and each element in sub range should be contiguous. It should share same border of each element. For example, We have an array of 7 elements [11,12,13,14,11,12,13] So, the total number of sub range combination will [7 * (7-1) /2] = 21 So, the Output will be something like this: 11,12 12,13 13,14 14,11 11,12 12,13 11,12,13 12,13,14 13,14,11 ... 11,12,13,14 and so on (total 21 combination as per above array) we should not print any combination which is not contiguous. example: [11,12,14] is not valid combination as it skips the element "13" in between. I am able to print the combination with 2 elements but i am having difficulty in printing more then 2 elements combination. Below is what I have tried so far. $data=array("11","12","13","14","11","12","13"); $totalCount=count($data); for($i=0;$i<$totalCount;$i++){ if(($i+1) < ($totalCount)){ echo "[".$data[$i].",".$data[$i+1]."]<br>"; } }
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Casimir et Hippolyte was faster, but you can gain huge performance by processing each contiguous section independently: function getCombos(&$data) { $combos = array(); $count = count($data); $i = 0; while ($i < $count) { $start = $i++; while ($i < $count && $data[$i - 1] + 1 == $data[$i]) // look for contiguous items $i++; if ($i - $start > 1) // only add if there are at least 2 addCombos($data, $start, $i, $combos); // see other answer } return $combos; }
How to generate random numbers to produce a non-standard distributionin PHP
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I'm not sure if I got what you mean, even if I didn't this is still a pretty neat snippet: <?php function array_avg($array) { // Returns the average (mean) of the numbers in an array return array_sum($array)/count($array); } function randomFromMean($x, $min = 1, $max = 100, $leniency = 3) { /* $x The number that you want to get close to $min The minimum number in the range $max Self-explanatory $leniency How far off of $x can the result be */ $res = [mt_rand($min,$max)]; while (true) { $res_avg = array_avg($res); if ($res_avg >= ($x - $leniency) && $res_avg <= ($x + $leniency)) { return $res; break; } else if ($res_avg > $x && $res_avg < $max) { array_push($res,mt_rand($min, $x)); } else if ($res_avg > $min && $res_avg < $x) { array_push($res, mt_rand($x,$max)); } } } $res = randomFromMean(22); // This function returns an array of random numbers that have a mean close to the first param. ?> If you then var_dump($res), You get something like this: array (size=4) 0 => int 18 1 => int 54 2 => int 22 3 => int 4 EDIT: Using a low value for $leniency (like 1 or 2) will result in huge arrays, since testing, I recommend a leniency of around 3.
Simple PHP program requires less time to execute
i had applied for a job recently and the requirement was to complete a test and then interview 2 questions were given for test which was very simple and i did it successfully but still i was told that i have failed the test because the script took more than 18 seconds to complete execution. here is the program i dont understand what else i could do to make it fast. although i have failed the test but still wants to know else i could do? Program language is PHP and i had to do it using command line input here is the question: K Difference Given N numbers , [N<=10^5] we need to count the total pairs of numbers that have a difference of K. [K>0 and K<1e9] Input Format: 1st line contains N & K (integers). 2nd line contains N numbers of the set. All the N numbers are assured to be distinct. Output Format: One integer saying the no of pairs of numbers that have a diff K. Sample Input #00: 5 2 1 5 3 4 2 Sample Output #00:3 Sample Input #01: 10 1 363374326 364147530 61825163 1073065718 1281246024 1399469912 428047635 491595254 879792181 1069262793 Sample Output #01: 0 Note: Java/C# code should be in a class named "Solution" Read input from STDIN and write output to STDOUT. and this is the solution $fr = fopen("php://stdin", "r"); $fw = fopen("php://stdout", "w"); fscanf($fr, "%d", $total_nums); fscanf($fr, "%d", $diff); $ary_nums = array(); for ($i = 0; $i < $total_nums; $i++) { fscanf($fr, "%d", $ary_nums[$i]); } $count = 0; sort($ary_nums); for ($i = $total_nums - 1; $i > 0; $i--) { for ($j = $i - 1; $j >= 0; $j--) { if ($ary_nums[$i] - $ary_nums[$j] == $diff) { $count++; $j = 0; } } } fprintf($fw, "%d", $count);
Your algorithm's runtime is O(N^2) that is approximately 10^5 * 10^5 = 10^10. With some basic observation it can be reduced to O(NlgN) which is approximately 10^5*16 = 1.6*10^6 only. Algorithm: Sort the array ary_nums. for every i'th integer of the array, make a binary search to find if ary_nums[i]-K, is present in the array or not. If present increase result, skip i'th integer otherwise. sort($ary_nums); for ($i = $total_nums - 1; $i > 0; $i--) { $hi = $i-1; $low = 0; while($hi>=$low){ $mid = ($hi+$low)/2; if($ary_nums[$mid]==$ary_nums[$i]-$diff){ $count++; break; } if($ary_nums[$mid]<$ary_nums[$i]-$diff){ $low = $mid+1; } else{ $hi = $mid-1; } } } }
I got the same question for my technical interview. I wonder if we are interviewing for the same company. :) Anyway, here is my answer I came up with (after the interview): // Insert code to get the input here $count = 0; sort ($arr); for ($i = 0, $max = $N - 1; $i < $max; $i++) { $lower_limit = $i + 1; $upper_limit = $max; while ($lower_limit <= $upper_limit) { $midpoint = ceil (($lower_limit + $upper_limit) / 2); $diff = $arr[$midpoint] - $arr[$i]; if ($diff == $K) { // Found it. Increment the count and break the inner loop. $count++; $lower_limit = $upper_limit + 1; } elseif ($diff < $K) { // Search to the right of midpoint $lower_limit = $midpoint + 1; } else { // Search to the left of midpoint $upper_limit = $midpoint - 1; } } } #Fallen: Your code failed for the following inputs: Enter the numbers N and K: 10 3 Enter numbers for the set: 1 2 3 4 5 6 7 8 9 10 Result: 6 I think it has to do with your calculation of $mid (not accounting for odd number)
how to find the sum of all the multiples of 3 or 5 below 1000 in php, issue?
i have an small issue with the way this problem is resolved. some would say: println((0 /: ((0 until 1000).filter(x => x % 3 == 0 || x % 5 == 0))) (_+_)) is the solution witch adds to 233168 my way was to do: $maxnumber = 1000; for ($i = 3; $i < $maxnumber; $i += 3) { $t += $i; echo $i.','; } echo '<br>'; for ($j = 5; $j < $maxnumber; $j += 5) { $d += $j; echo $j.','; } echo '<br>'; echo $t; echo '<br>'; echo $d; echo '<br>'; echo $t+$d; this will give me : 3,6,9,12,15,18,21,24,27,30,33,36,39,42,45,48,51,54,57,60,63,66,69,72,75,78,81,84,87,90,93,96,99,102,105,108,111,114,117,120,123,126,129,132,135,138,141,144,147,150,153,156,159,162,165,168,171,174,177,180,183,186,189,192,195,198,201,204,207,210,213,216,219,222,225,228,231,234,237,240,243,246,249,252,255,258,261,264,267,270,273,276,279,282,285,288,291,294,297,300,303,306,309,312,315,318,321,324,327,330,333,336,339,342,345,348,351,354,357,360,363,366,369,372,375,378,381,384,387,390,393,396,399,402,405,408,411,414,417,420,423,426,429,432,435,438,441,444,447,450,453,456,459,462,465,468,471,474,477,480,483,486,489,492,495,498,501,504,507,510,513,516,519,522,525,528,531,534,537,540,543,546,549,552,555,558,561,564,567,570,573,576,579,582,585,588,591,594,597,600,603,606,609,612,615,618,621,624,627,630,633,636,639,642,645,648,651,654,657,660,663,666,669,672,675,678,681,684,687,690,693,696,699,702,705,708,711,714,717,720,723,726,729,732,735,738,741,744,747,750,753,756,759,762,765,768,771,774,777,780,783,786,789,792,795,798,801,804,807,810,813,816,819,822,825,828,831,834,837,840,843,846,849,852,855,858,861,864,867,870,873,876,879,882,885,888,891,894,897,900,903,906,909,912,915,918,921,924,927,930,933,936,939,942,945,948,951,954,957,960,963,966,969,972,975,978,981,984,987,990,993,996,999 5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195,200,205,210,215,220,225,230,235,240,245,250,255,260,265,270,275,280,285,290,295,300,305,310,315,320,325,330,335,340,345,350,355,360,365,370,375,380,385,390,395,400,405,410,415,420,425,430,435,440,445,450,455,460,465,470,475,480,485,490,495,500,505,510,515,520,525,530,535,540,545,550,555,560,565,570,575,580,585,590,595,600,605,610,615,620,625,630,635,640,645,650,655,660,665,670,675,680,685,690,695,700,705,710,715,720,725,730,735,740,745,750,755,760,765,770,775,780,785,790,795,800,805,810,815,820,825,830,835,840,845,850,855,860,865,870,875,880,885,890,895,900,905,910,915,920,925,930,935,940,945,950,955,960,965,970,975,980,985,990,995 $t - 166833 $d - 99500 and total: 266333 why am i wrong?
Some numbers are multiples of both 3 and 5. (Your algorithm adds these numbers to the total twice.)
Because 6 * 5 == 30 and 10 * 3 == 30, you're adding the some numbers up twice. $sum = 0; $i = 0; foreach(range(0, 999) as $i) { if($i % 3 == 0 || $i % 5 == 0) $sum += $i; }
Because you double-count numbers that are multiple of both 3 and 5, i.e. multiples of 15. You can account for this naively by subtracting all multiples of 15. for ($j = 15; $j < $maxnumber; $j += 15) { $e += $j; echo $j.','; } $total = $total - $d;
In your case, if it is 15, you will add the number twice. Try this: $t = 0; $d = 0; for ($i = 0; $i <= $maxnumber; $i++){ if ($i % 3 == 0) $t+= $i; else if ($i % 5 == 0) $d += $i; } echo $t.'<br>'.$d;
I think that in your code, if a number is a multiple of 3 and 5, it is added twice. Take 15 for example. It's in your list of multiples of 3 and in the list of multiples of 5. Is this the behaviour you want?
One of the best approach to this solution (to achieve optimum time complexity), run an Arithmetic Progression series and find the number of terms in all series by using AP formula: T=a+(n-1)d, then find sum by : S=n/2[2*a+(n-1)d] where : a=first term ,n=no. of term , d=common deference, T=nth term The code solution below has been implemented to suit the question above - so the values 3 and 5 are hard-coded. However, the function can modified such that values are passed in as variable parameters. function solution($number){ $val1 = 3; $val2 = 5; $common_term = $val1 * $val2; $sum_of_terms1 = calculateSumofMulitples($val1,$number); $sum_of_terms2 = calculateSumofMulitples($val2,$number); $sum_of_cterms = calculateSumofMulitples($common_term,$number); $final_result = $sum_of_terms1 + $sum_of_terms2 - $sum_of_cterms; return $final_result; } function calculateSumofMulitples($val, $number) { //first, we begin by running an aithmetic prograssion for $val up to $number say N to get the no of terms [using T=a +(n-1)d] $no_of_terms = (int) ($number / $val); if($number % $val == 0) $no_of_terms = (int) ( ($number-1)/$val ); //since we are computing for a no of terms below N and not up to/exactly/up to N. if N divides val with no remainder, use no of terms = (N-1)/val //second, we compute the sum of terms [using Sn = n/2[2a + (n-1)d] $sum_of_terms = ($no_of_terms * 0.5) * ( (2*$val) + ($no_of_terms - 1) * $val ); // sum of multiples return $sum_of_terms; }
You can run a single loop checking whether the number is multiple of 3 OR 5: for ($i = 0; $i < $maxnumber; $i++) { if($i%3 || $i%5){ $t += $i; echo $i.',';} }
I think the original code is not including numbers which are multiples of both 3 and 5 in the total: if the test for multiple of 3 matches, it takes that and goes on. If you total the multiples of 15 up to 1000, you get 33165, which is exactly the difference between your total, 266333, and the original total, 233168.
Here's my solution to the question: <?php $sum = 0; $arr = []; for($i = 1; $i < 1000; $i++){ if((int)$i % 3 === 0 || (int)$i % 5 === 0) { $sum += $i; array_push($arr,$i); } } echo $sum; echo '<br>'; print_r($arr);//Displays the values meeting the criteria as an array of values