添加 problem 1235

This commit is contained in:
YDZ
2019-12-12 17:03:07 +08:00
parent 3991404060
commit 8b6b7899f9
3 changed files with 164 additions and 0 deletions

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package leetcode
import "sort"
type job struct {
startTime int
endTime int
profit int
}
func jobScheduling(startTime []int, endTime []int, profit []int) int {
jobs, dp := []job{}, make([]int, len(startTime))
for i := 0; i < len(startTime); i++ {
jobs = append(jobs, job{startTime: startTime[i], endTime: endTime[i], profit: profit[i]})
}
sort.Sort(sortJobs(jobs))
dp[0] = jobs[0].profit
for i := 1; i < len(jobs); i++ {
low, high := 0, i-1
for low < high {
mid := low + (high-low)>>1
if jobs[mid+1].endTime <= jobs[i].startTime {
low = mid + 1
} else {
high = mid
}
}
if jobs[low].endTime <= jobs[i].startTime {
dp[i] = max(dp[i-1], dp[low]+jobs[i].profit)
} else {
dp[i] = max(dp[i-1], jobs[i].profit)
}
}
return dp[len(startTime)-1]
}
type sortJobs []job
func (s sortJobs) Len() int {
return len(s)
}
func (s sortJobs) Less(i, j int) bool {
if s[i].endTime == s[j].endTime {
return s[i].profit < s[j].profit
}
return s[i].endTime < s[j].endTime
}
func (s sortJobs) Swap(i, j int) {
s[i], s[j] = s[j], s[i]
}

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package leetcode
import (
"fmt"
"testing"
)
type question1235 struct {
para1235
ans1235
}
// para 是参数
// one 代表第一个参数
type para1235 struct {
startTime []int
endTime []int
profit []int
}
// ans 是答案
// one 代表第一个答案
type ans1235 struct {
one int
}
func Test_Problem1235(t *testing.T) {
qs := []question1235{
question1235{
para1235{[]int{1, 2, 3, 3}, []int{3, 4, 5, 6}, []int{50, 10, 40, 70}},
ans1235{120},
},
question1235{
para1235{[]int{1, 2, 3, 4, 6}, []int{3, 5, 10, 6, 9}, []int{20, 20, 100, 70, 60}},
ans1235{150},
},
question1235{
para1235{[]int{1, 1, 1}, []int{2, 3, 4}, []int{5, 6, 4}},
ans1235{6},
},
}
fmt.Printf("------------------------Leetcode Problem 1235------------------------\n")
for _, q := range qs {
_, p := q.ans1235, q.para1235
fmt.Printf("【input】:%v 【output】:%v\n", p, jobScheduling(p.startTime, p.endTime, p.profit))
}
fmt.Printf("\n\n\n")
}

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# [1235. Maximum Profit in Job Scheduling](https://leetcode.com/problems/maximum-profit-in-job-scheduling/)
## 题目:
We have `n` jobs, where every job is scheduled to be done from `startTime[i]` to `endTime[i]`, obtaining a profit of `profit[i]`.
You're given the `startTime` , `endTime` and `profit` arrays, you need to output the maximum profit you can take such that there are no 2 jobs in the subset with overlapping time range.
If you choose a job that ends at time `X` you will be able to start another job that starts at time `X`.
**Example 1:**
![https://assets.leetcode.com/uploads/2019/10/10/sample1_1584.png](https://assets.leetcode.com/uploads/2019/10/10/sample1_1584.png)
Input: startTime = [1,2,3,3], endTime = [3,4,5,6], profit = [50,10,40,70]
Output: 120
Explanation: The subset chosen is the first and fourth job.
Time range [1-3]+[3-6] , we get profit of 120 = 50 + 70.
**Example 2:**
![https://assets.leetcode.com/uploads/2019/10/10/sample22_1584.png](https://assets.leetcode.com/uploads/2019/10/10/sample22_1584.png)
Input: startTime = [1,2,3,4,6], endTime = [3,5,10,6,9], profit = [20,20,100,70,60]
Output: 150
Explanation: The subset chosen is the first, fourth and fifth job.
Profit obtained 150 = 20 + 70 + 60.
**Example 3:**
![https://assets.leetcode.com/uploads/2019/10/10/sample3_1584.png](https://assets.leetcode.com/uploads/2019/10/10/sample3_1584.png)
Input: startTime = [1,1,1], endTime = [2,3,4], profit = [5,6,4]
Output: 6
**Constraints:**
- `1 <= startTime.length == endTime.length == profit.length <= 5 * 10^4`
- `1 <= startTime[i] < endTime[i] <= 10^9`
- `1 <= profit[i] <= 10^4`
## 题目大意
你打算利用空闲时间来做兼职工作赚些零花钱。这里有 n 份兼职工作每份工作预计从 startTime[i] 开始到 endTime[i] 结束报酬为 profit[i]。给你一份兼职工作表包含开始时间 startTime结束时间 endTime 和预计报酬 profit 三个数组请你计算并返回可以获得的最大报酬。注意时间上出现重叠的 2 份工作不能同时进行。如果你选择的工作在时间 X 结束那么你可以立刻进行在时间 X 开始的下一份工作。
提示:
- 1 <= startTime.length == endTime.length == profit.length <= 5 * 10^4
- 1 <= startTime[i] < endTime[i] <= 10^9
- 1 <= profit[i] <= 10^4
## 解题思路
- 给出一组任务,任务有开始时间,结束时间,和任务收益。一个任务开始还没有结束,中间就不能再安排其他任务。问如何安排任务,能使得最后收益最大?
- 一般任务的题目,区间的题目,都会考虑是否能排序。这一题可以先按照任务的结束时间从小到大排序,如果结束时间相同,则按照收益从小到大排序。`dp[i]` 代表前 `i` 份工作能获得的最大收益。初始值,`dp[0] = job[1].profit` 。对于任意一个任务 `i` ,看能否找到满足 `jobs[j].enTime <= jobs[j].startTime && j < i` 条件的 `j`,即查找 `upper_bound` 。由于 `jobs` 被我们排序了,所以这里可以使用二分搜索来查找。如果能找到满足条件的任务 j那么状态转移方程是`dp[i] = max(dp[i-1], jobs[i].profit)`。如果能找到满足条件的任务 j那么状态转移方程是`dp[i] = max(dp[i-1], dp[low]+jobs[i].profit)`。最终求得的解在 `dp[len(startTime)-1]` 中。