Self Driving Car: Find all collision courses given a N X M grid/array representing a road full of self driving cars
Problem
Among the many things a self-driving car must consider when driving, the car has to ensure it doesn’t collide with any other cars.
We can represent a road as an N X M grid. How can we tell whether 2 cars are on a collision course with each other?
Take a look at these short animations and see if you notice something.
Collision
Safe
Diagonal
The key? Cars that are on a collision course are on the same diagonal. We know this because they are moving at the exact same speed. See the 'Assumptions' section below for more details about this.
Input
A 2D array, with 1s and 0s
- 1 signifies there is a car at the coordinate
- 0 signifies the coordinate is empty
[0, 1, 1, 1, 0, 0, 1, 1, 0, 0] [1, 1, 1, 1, 1, 0, 0, 1, 1, 1] [0, 1, 0, 0, 0, 0, 1, 0, 1, 1] [0, 1, 0, 1, 1, 0, 0, 1, 0, 0] [1, 1, 0, 0, 0, 1, 1, 0, 1, 1] [1, 0, 0, 1, 0, 0, 1, 0, 0, 1] [1, 1, 0, 1, 1, 1, 0, 1, 0, 1] [1, 0, 0, 0, 0, 0, 0, 0, 1, 0] [1, 0, 1, 1, 1, 1, 1, 0, 0, 0] [1, 0, 0, 0, 1, 1, 1, 1, 0, 1]
Output
An Object, with key as stringed coordinates, and value as an an array of coordinates which are collision courses
Example: The collision courses of (0,0) are coordinates (1,1), (3,3) & (9,9) because (1,1), (3,3) & (9,9) are diagonals and have cars in them
{
0,0: [[1, 1], [3, 3], [9, 9]],
0,1: [[1, 2], [3, 4], [4, 5], [5, 6], [6, 7], [7, 8], [1, 0]],
0,2: [[1, 3], [4, 6], [1, 1]],
0,3: [[1, 4], [6, 9], [1, 2], [2, 1]],
.....
}
Assumptions
All cars in the same road are moving at the exact same speed. We make this assumption for 2 reasons
- They are on the same road space (same speed limits)
- They are autonomous (can control the exact speed they go)
In data structure terms
Given a 2D array, find all diagonals of all coordinates.
Inspiration
The Simple Solution To Traffic
Author
Nikhil Bhaskar