A non-empty array A consisting of N integers is given. A pair of integers (P, Q), such that 0 ≤ P < Q < N, is called a slice of array A (notice that the slice contains at least two elements). The average of a slice (P, Q) is the sum of A[P] + A[P + 1] + ... + A[Q] divided by the length of the slice. To be precise, the average equals (A[P] + A[P + 1] + ... + A[Q]) / (Q − P + 1).
For example, array A such that:
A[0] = 4 A[1] = 2 A[2] = 2 A[3] = 5 A[4] = 1 A[5] = 5 A[6] = 8contains the following example slices:
- slice (1, 2), whose average is (2 + 2) / 2 = 2;
 - slice (3, 4), whose average is (5 + 1) / 2 = 3;
 - slice (1, 4), whose average is (2 + 2 + 5 + 1) / 4 = 2.5.
 
The goal is to find the starting position of a slice whose average is minimal.
Write a function:
function solution($A);
that, given a non-empty array A consisting of N integers, returns the starting position of the slice with the minimal average. If there is more than one slice with a minimal average, you should return the smallest starting position of such a slice.
For example, given array A such that:
A[0] = 4 A[1] = 2 A[2] = 2 A[3] = 5 A[4] = 1 A[5] = 5 A[6] = 8the function should return 1, as explained above.
Write an efficient algorithm for the following assumptions:
- N is an integer within the range [2..100,000];
 - each element of array A is an integer within the range [−10,000..10,000].
 
array(4) {
  [0]=>
  int(0)
  [1]=>
  int(4)
  [2]=>
  int(6)
  [3]=>
  int(8)
}
Invalid result type, int expected.
                    
                    
                  // you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    var_dump ($min_avg);
}
            int(3) Invalid result type, int expected.
// you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        array_push($P, $A[$i] + $P[$i]);
        if (($P[$i] - $P[$i-1])/2<$min_avg) {
            $min_avg = ($P[$i] - $P[$i-1])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i] - $P[$i-1] - $P[$i-2])/3<$min_avg) {
            $min_avg = ($P[$i] - $P[$i-1] - $P[$i-2])/3;
            $min_avg_idx = $i-2;
        }
    }
    return  $min_avg_idx;
}
            // you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        
        if (($P[$i] - $P[$i-1])/2<$min_avg) {
            $min_avg = ($P[$i] - $P[$i-1])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i] - $P[$i-1] - $P[$i-2])/3<$min_avg) {
            $min_avg = ($P[$i] - $P[$i-1] - $P[$i-2])/3;
            $min_avg_idx = $i-2;
        }
        array_push($P, $A[$i] + $P[$i]);
    }
    return  $min_avg_idx;
}
            // you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        array_push($P, $A[$i] + $P[$i]);
        if (($P[$i+1] - $P[$i])/2<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i+1] - $P[$i-1] - $P[$i])/3<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-1] - $P[$i])/3;
            $min_avg_idx = $i-2;
        }
    }
    return  $min_avg_idx;
}
            // you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        array_push($P, $A[$i] + $P[$i]);
        if (($P[$i+1] - $P[$i])/2<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i+1] - $P[$i-1] - $P[$i])/3<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-1] - $P[$i])/3;
            $min_avg_idx = $i-2;
        }
    }
    return  $min_avg;
}
            Invalid result type, int expected.
// you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        array_push($P, $A[$i] + $P[$i]);
        if (($P[$i+1] - $P[$i])/2<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i+1] - $P[$i-1] - $P[$i])/3<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-1] - $P[$i])/3;
            $min_avg_idx = $i-2;
        }
    }
    var_dump ($min_avg);
    return  $min_avg_idx;
}
            float(-2.6666666666667)
// you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        array_push($P, $A[$i] + $P[$i]);
        if (($P[$i+1] - $P[$i])/2<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i+1] - $P[$i-1] - $P[$i])/3<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-1] - $P[$i])/3;
            $min_avg_idx = $i-2;
        }
    }
    var_dump ($P);
    return  $min_avg_idx;
}
            array(8) {
  [0]=>
  int(0)
  [1]=>
  int(4)
  [2]=>
  int(6)
  [3]=>
  int(8)
  [4]=>
  int(13)
  [5]=>
  int(14)
  [6]=>
  int(19)
  [7]=>
  int(27)
}
                    
                    
                  // you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        array_push($P, $A[$i] + $P[$i]);
        if (($P[$i+1] - $P[$i])/2<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i+1] - $P[$i-1])/3<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-1])/3;
            $min_avg_idx = $i-2;
        }
    }
    var_dump ($P);
    return  $min_avg_idx;
}
            array(8) {
  [0]=>
  int(0)
  [1]=>
  int(4)
  [2]=>
  int(6)
  [3]=>
  int(8)
  [4]=>
  int(13)
  [5]=>
  int(14)
  [6]=>
  int(19)
  [7]=>
  int(27)
}
                    
                    
                  // you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        array_push($P, $A[$i] + $P[$i]);
        if (($P[$i+1] - $P[$i])/2<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i+1] - $P[$i-1])/3<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-1])/3;
            $min_avg_idx = $i-2;
        }
    }
    var_dump ($min_avg);
    return  $min_avg_idx;
}
            float(0.5)
// you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        array_push($P, $A[$i] + $P[$i]);
        if (($P[$i+1] - $P[$i])/2<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i+1] - $P[$i-1])/3<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-1])/3;
            $min_avg_idx = $i-2;
        }
    }
    var_dump ($min_avg);
    var_dump ($P);
    return  $min_avg_idx;
}
            float(0.5)
array(8) {
  [0]=>
  int(0)
  [1]=>
  int(4)
  [2]=>
  int(6)
  [3]=>
  int(8)
  [4]=>
  int(13)
  [5]=>
  int(14)
  [6]=>
  int(19)
  [7]=>
  int(27)
}
                    
                    
                  // you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        array_push($P, $A[$i] + $P[$i]);
        if (($P[$i+1] - $P[$i-1])/2<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-1])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i+1] - $P[$i-2])/3<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-2])/3;
            $min_avg_idx = $i-2;
        }
    }
    var_dump ($min_avg);
    var_dump ($P);
    return  $min_avg_idx;
}
            WARNING: producing output may seriously slow down your code!
int(2)
array(8) {
  [0]=>
  int(0)
  [1]=>
  int(4)
  [2]=>
  int(6)
  [3]=>
  int(8)
  [4]=>
  int(13)
  [5]=>
  int(14)
  [6]=>
  int(19)
  [7]=>
  int(27)
}
                    
                    
                  // you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        array_push($P, $A[$i] + $P[$i]);
        if (($P[$i+1] - $P[$i-1])/2<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-1])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i+1] - $P[$i-2])/3<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-2])/3;
            $min_avg_idx = $i-2;
        }
    }
    return  $min_avg_idx;
}
            // you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        array_push($P, $A[$i] + $P[$i]);
        if (($P[$i+1] - $P[$i-1])/2<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-1])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i+1] - $P[$i-2])/3<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-2])/3;
            $min_avg_idx = $i-2;
        }
    }
    return  $min_avg_idx;
}
            // you can use print for debugging purposes, e.g.
// print "this is a debug message\n";
function solution($A) {
    $n = count($A);
    $P = array(0);
    array_push($P, $A[0]);
    array_push($P, $A[1] + $P[1]);
    //array_push($P, $A[2] + $P[2]);
    
    $min_avg_idx = 0;
    $min_avg = $P[2]/2;
    
    for ($i = 2; $i<$n; $i++) {
        array_push($P, $A[$i] + $P[$i]);
        if (($P[$i+1] - $P[$i-1])/2<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-1])/2;
            $min_avg_idx = $i-1;
        }
        if (($P[$i+1] - $P[$i-2])/3<$min_avg) {
            $min_avg = ($P[$i+1] - $P[$i-2])/3;
            $min_avg_idx = $i-2;
        }
    }
    return  $min_avg_idx;
}
            The solution obtained perfect score.