All Downloads are FREE. Search and download functionalities are using the official Maven repository.

g2001_2100.s2008_maximum_earnings_from_taxi.Solution Maven / Gradle / Ivy

There is a newer version: 1.38
Show newest version
package g2001_2100.s2008_maximum_earnings_from_taxi;

// #Medium #Array #Dynamic_Programming #Sorting #Binary_Search
// #2022_05_23_Time_116_ms_(55.59%)_Space_135.7_MB_(5.00%)

import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

/**
 * 2008 - Maximum Earnings From Taxi\.
 *
 * Medium
 *
 * There are `n` points on a road you are driving your taxi on. The `n` points on the road are labeled from `1` to `n` in the direction you are going, and you want to drive from point `1` to point `n` to make money by picking up passengers. You cannot change the direction of the taxi.
 *
 * The passengers are represented by a **0-indexed** 2D integer array `rides`, where rides[i] = [starti, endi, tipi] denotes the ith passenger requesting a ride from point starti to point endi who is willing to give a tipi dollar tip.
 *
 * For **each** passenger `i` you pick up, you **earn** endi - starti + tipi dollars. You may only drive **at most one** passenger at a time.
 *
 * Given `n` and `rides`, return _the **maximum** number of dollars you can earn by picking up the passengers optimally._
 *
 * **Note:** You may drop off a passenger and pick up a different passenger at the same point.
 *
 * **Example 1:**
 *
 * **Input:** n = 5, rides = \[\[2,5,4],[1,5,1]]
 *
 * **Output:** 7
 *
 * **Explanation:** We can pick up passenger 0 to earn 5 - 2 + 4 = 7 dollars.
 *
 * **Example 2:**
 *
 * **Input:** n = 20, rides = \[\[1,6,1],[3,10,2],[10,12,3],[11,12,2],[12,15,2],[13,18,1]]
 *
 * **Output:** 20
 *
 * **Explanation:** We will pick up the following passengers: 
 *
 * - Drive passenger 1 from point 3 to point 10 for a profit of 10 - 3 + 2 = 9 dollars. 
 *
 * - Drive passenger 2 from point 10 to point 12 for a profit of 12 - 10 + 3 = 5 dollars.
 *
 * - Drive passenger 5 from point 13 to point 18 for a profit of 18 - 13 + 1 = 6 dollars. 
 *   
 * We earn 9 + 5 + 6 = 20 dollars in total.
 *
 * **Constraints:**
 *
 * *   1 <= n <= 105
 * *   1 <= rides.length <= 3 * 104
 * *   `rides[i].length == 3`
 * *   1 <= starti < endi <= n
 * *   1 <= tipi <= 105
**/
public class Solution {
    public long maxTaxiEarnings(int n, int[][] rides) {
        if (rides.length == 1) {
            return calculateEarnings(rides[0]);
        }

        Map> map = new HashMap<>();
        for (int[] ride : rides) {
            map.compute(ride[1], (k, v) -> (v == null) ? new ArrayList<>() : v).add(ride);
        }

        long[] maximisedEarnings = new long[n + 1];
        Arrays.fill(maximisedEarnings, 0);
        for (int i = 1; i < maximisedEarnings.length; i++) {
            maximisedEarnings[i] = maximisedEarnings[i - 1];
            List passengers = map.get(i);
            if (passengers != null) {
                for (int[] passenger : passengers) {
                    final int earning = calculateEarnings(passenger);
                    maximisedEarnings[i] =
                            Math.max(
                                    maximisedEarnings[i],
                                    maximisedEarnings[passenger[0]] + earning);
                }
            }
        }
        return maximisedEarnings[n];
    }

    private int calculateEarnings(final int[] currentRide) {
        return currentRide[1] - currentRide[0] + currentRide[2];
    }
}




© 2015 - 2025 Weber Informatics LLC | Privacy Policy