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Problem solution · Java

Robot Collisions

Robot Collisions: a Java solution using sorting and greedy selection. Learn the idea, check the complexity, and read the full code, with credit to walkccc LeetCode Solutions.

Technique
Sorting and greedy selection
Source
walkccc LeetCode Solutions
Length
55 lines
Start with the idea.

Try the problem first. If you get stuck, read the approach below, then write your own solution. The full code is at the bottom.

Approach

Sorting and greedy selection

For Robot Collisions, the implementation first exposes a useful order, then scans that order while making locally justified choices.

  1. Choose the key that reveals the greedy or grouping structure.
  2. Sort the relevant records by that key.
  3. Scan in order, maintaining the invariant that makes each local choice safe.

Code notes

  • 55 lines of Java from the credited upstream file 2751.java.
  • The implementation visibly relies on sequence storage.
  • 4 loop blocks detected.

Complexity

Sorting is typically the dominant term unless the subsequent scan uses a more expensive nested operation.

Check the problem constraints before deciding whether this complexity will pass.

Source

Code and credit

This code comes from walkccc LeetCode Solutions by P.-Y. Chen (walkccc) and is used under the MIT licence.

Open problem ↗Original source ↗
Full codeRobot Collisions · JavaJava
Use this to learn the idea, then write your own version.
class Robot {  public int index;  public int position;  public int health;  public char direction;  public Robot(int index, int position, int health, char direction) {    this.index = index;    this.position = position;    this.health = health;    this.direction = direction;  }} class Solution {  public List<Integer> survivedRobotsHealths(int[] positions, int[] healths, String directions) {    List<Integer> ans = new ArrayList<>();    Robot[] robots = new Robot[positions.length];    List<Robot> stack = new ArrayList<>(); // running robots     for (int i = 0; i < positions.length; ++i)      robots[i] = new Robot(i, positions[i], healths[i], directions.charAt(i));     Arrays.sort(robots, Comparator.comparingInt((Robot robot) -> robot.position));     for (Robot robot : robots) {      if (robot.direction == 'R') {        stack.add(robot);        continue;      }      // Collide with robots going right if any.      while (!stack.isEmpty() && stack.get(stack.size() - 1).direction == 'R' && robot.health > 0) {        if (stack.get(stack.size() - 1).health == robot.health) {          stack.remove(stack.size() - 1);          robot.health = 0;        } else if (stack.get(stack.size() - 1).health < robot.health) {          stack.remove(stack.size() - 1);          robot.health -= 1;        } else { // stack[-1].health > robot.health          stack.get(stack.size() - 1).health -= 1;          robot.health = 0;        }      }      if (robot.health > 0)        stack.add(robot);    }     stack.sort(Comparator.comparingInt((Robot robot) -> robot.index));     for (Robot robot : stack)      ans.add(robot.health);     return ans;  }}

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