Created
June 4, 2023 19:48
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import java.util.Arrays; | |
public class WeightedJobSchedulingBinarySearch { | |
static class Job { | |
int start_time; | |
int end_time; | |
int weight; | |
public Job(int start_time, int end_time, int weight) { | |
this.start_time = start_time; | |
this.end_time = end_time; | |
this.weight = weight; | |
} | |
} | |
public static int findMaxWeight(Job[] jobs) { | |
Arrays.sort(jobs, (o1, o2) -> o1.end_time - o2.end_time); | |
int n = jobs.length; | |
int[] dp = new int[n]; | |
dp[0] = jobs[0].weight; | |
for (int i = 1; i < n; i++) { | |
int maxWeight = jobs[i].weight; | |
int latestNonOverlappingJob = findLatestNonOverlappingJob(jobs, i); | |
if (latestNonOverlappingJob != -1) { | |
maxWeight += dp[latestNonOverlappingJob]; | |
} | |
dp[i] = Math.max(maxWeight, dp[i-1]); | |
} | |
return dp[n-1]; | |
} | |
public static int findLatestNonOverlappingJob(Job[] jobs, int currentIndex) { | |
int low = 0; | |
int high = currentIndex - 1; | |
while (low <= high) { | |
int mid = (low + high) / 2; | |
if (jobs[mid].end_time <= jobs[currentIndex].start_time) { | |
if (jobs[mid + 1].end_time <= jobs[currentIndex].start_time) { | |
low = mid + 1; | |
} else { | |
return mid; | |
} | |
} else { | |
high = mid - 1; | |
} | |
} | |
return -1; | |
} | |
public static void main(String[] args) { | |
Job[] jobs = { | |
new Job(1, 4, 3), | |
new Job(2, 6, 5), | |
new Job(4, 7, 2), | |
new Job(6, 8, 6), | |
new Job(5, 9, 4), | |
new Job(7, 10, 8) | |
}; | |
int maxWeight = findMaxWeight(jobs); | |
System.out.println("Maximum Weight: " + maxWeight); | |
} | |
} |
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