: 2
arr = [1, -2, 3, 4, -9, 6].
: arr .
getMaxSubSum(arr) .
:
getMaxSubSum([-1, 2, 3, -9]) == 5 ( )
getMaxSubSum([2, -1, 2, 3, -9]) == 6
getMaxSubSum([-1, 2, 3, -9, 11]) == 11
getMaxSubSum([-2, -1, 1, 2]) == 3
getMaxSubSum([100, -9, 2, -3, 5]) == 100
getMaxSubSum([1, 2, 3]) == 6 ( )
( ) :
getMaxSubSum([-1, -2, -3]) = 0
: O(n2) O(n) .
.
.
[11 ,9- ,3 ,2 ,1-]:
// -1 :
-1
-1 + 2
-1 + 2 + 3
-1 + 2 + 3 + (-9)
-1 + 2 + 3 + (-9) + 11
// 2 :
2
2 + 3
2 + 3 + (-9)
2 + 3 + (-9) + 11
// 3 :
3
3 + (-9)
3 + (-9) + 11
// -9 :
-9
-9 + 11
// -11 :
-11
: .
function getMaxSubSum(arr) {
let maxSum = 0; //
for (let i = 0; i < arr.length; i++) {
let sumFixedStart = 0;
for (let j = i; j < arr.length; j++) {
sumFixedStart += arr[j];
maxSum = Math.max(maxSum, sumFixedStart);
}
}
return maxSum;
}
alert( getMaxSubSum([-1, 2, 3, -9]) ); // 5
alert( getMaxSubSum([-1, 2, 3, -9, 11]) ); // 11
alert( getMaxSubSum([-2, -1, 1, 2]) ); // 3
alert( getMaxSubSum([1, 2, 3]) ); // 6
alert( getMaxSubSum([100, -9, 2, -3, 5]) ); // 100
O(n2) 4 .
(1000 10000 ) .
s . s s=0 . s .
:
function getMaxSubSum(arr) {
let maxSum = 0;
let partialSum = 0;
for (let item of arr) { //
partialSum += item; // partialSum
maxSum = Math.max(maxSum, partialSum); //
if (partialSum < 0) partialSum = 0; //
}
return maxSum;
}
alert( getMaxSubSum([-1, 2, 3, -9]) ); // 5
alert( getMaxSubSum([-1, 2, 3, -9, 11]) ); // 11
alert( getMaxSubSum([-2, -1, 1, 2]) ); // 3
alert( getMaxSubSum([100, -9, 2, -3, 5]) ); // 100
alert( getMaxSubSum([1, 2, 3]) ); // 6
alert( getMaxSubSum([-1, -2, -3]) ); // 0
1 O(n) .
function getMaxSubSum(arr) {
let maxSum = 0;
let partialSum = 0;
for (let item of arr) {
partialSum += item;
maxSum = Math.max(maxSum, partialSum);
if (partialSum < 0) partialSum = 0;
}
return maxSum;
}