Search a 2D Matrix
Write an efficient algorithm that searches for a value in an m x n matrix.
This matrix has the following properties:
Integers in each row are sorted from left to right. The first integer of each row is greater than the last integer of the previous row.
Example:
Consider the following matrix:
[ [1, 3, 5, 7], [10, 11, 16, 20], [23, 30, 34, 50] ] Given target = 3, return true.
Notes:
- Two pass binary search, column first and then row
public boolean searchMatrix(int[][] matrix, int target) {
if (matrix == null || matrix.length == 0 || matrix[0] == null || matrix[0].length == 0) {
return false;
}
int start = 0;
int end = matrix.length-1;
int lastColumn = matrix[0].length-1;
while(start + 1 < end) {
int middle = start + (end-start)/2;
if (matrix[middle][lastColumn] == target) {
return true;
}
if (matrix[middle][lastColumn] < target) {
start = middle;
} else {
end = middle;
}
}
int secondEnd;
if (matrix[start][lastColumn] >= target) {
secondEnd = start;
} else if (matrix[end][lastColumn] >= target) {
secondEnd = end;
} else {
return false;
}
return binarySearch(matrix[secondEnd], target);
}
private boolean binarySearch(int[] row, int target) {
int start = 0;
int end = row.length-1;
while(start+1 < end) {
int middle = start + (end-start)/2;
if (row[middle] == target) {
return true;
}
if (row[middle] < target) {
start = middle;
} else {
end = middle;
}
}
if (row[start] == target || row[end] == target) {
return true;
}
return false;
}