Question
You have been assigned to work with an undersea explorer who is attempting to identify and map undersea trenches. The explorer has provided you with
You have been assigned to work with an undersea explorer who is attempting to
identify and map undersea trenches. The explorer has provided you with several
data sets of sonar readings in this format:
```js
// Example 1
sonar = [
[-5,-5,-5,-5,-5],
[-5,-8,-8,-9,-7],
[-5,-5,-5,-5,-8],
[-5,-5,-5,-5,-5]
]
```
Depending on the scan, the provided matrix may be larger or smaller, but it will
always be rectangular. Your task is to determine if a given data set contains a
trench by comparing each node and their neighbors and determining if there is a
pattern that matches the defined properties of a trench.
Neighbors are considered to be nodes that are directly above, below, or to
the side. **No diagonals**!
A trench has the following three properties:
1. It has a length of **three or more** nodes that are neighbors.
2. Each node in the trench must be **deeper than -5**.
3. Trenches may **not** branch into (any form of) a "T" shape. A node with more than **two neighbors** will result in branching "T" shape.
This problem literally has edge cases! After discussing the matter with the
explorer, you have agreed that potential trenches that otherwise meet the rules
as a trench are valid, even if part of it is on the edge of the data set, and it
can't be fully determined if those nodes follow the rules.
A few examples
```js
// Example 1
sonar_1 = [
[-5,-5,-5,-5,-5],
[-5,-8,-8,-9,-7],
[-5,-5,-5,-5,-8],
[-5,-5,-5,-5,-5]
]
```
**Example 1 has a trench**. The nodes containing -8, -8, -9, -7, -8 meet the rules.
This is an edge case trench, because the nodes containing -7 and -8 are on the
edge of the data set.
```js
// Example 2
sonar_2 = [
[-5,-5,-5,-7,-5],
[-5,-8,-8,-9,-5],
[-5,-5,-5,-7,-5],
[-5,-5,-5,-5,-5]
]
```
**Example 2 does not have a trench**. The node containing -9 has three neighbors with a
depth below -5. This would make a "T" shaped trench, which is not valid.
```js
// Example 3
sonar_3 = [
[-5,-5,-5,-5,-5],
[-5,-5,-5,-5,-5],
[-5,-9,-9,-5,-5],
[-5,-5,-5,-5,-5]
]
```
**Example 3 does not have a trench**. There are two nodes that are next to one
another and are deeper than -5, but a trench must have at least 3 total nodes to
be a trench.
CODE IN JAVASCRIPT!
function findNeighbors(node, matrix) {
// Only consider N, S, E, W nodes
const neighbors = [] // new array for neighbors
const [row, col] = node // destructure node to get row and col([row, col])
newNode = [
[-1, 0], // North
[1, 0], // South
[0, -1], // East
[0, 1], // West
]
const currentNode = matrix[row][col] // get value for current Node
newNode.forEach(element => {
const [newRow, newCol] = element
const neighRow = row + newRow // add new nodes value for row
const neighCol = col + newCol // add new nodes value for col
// We check new nodes does NOT go out of bounds
if (((neighRow >= 0 && neighRow < matrix.length) && (neighCol >= 0 && neighCol < matrix[row].length))) {
const neighborNode = matrix[neighRow][neighCol]
if (neighborNode < -5) {
neighbors.push([neighRow, neighCol])
}
}
});
return neighbors
}
function trenchTraversal(node, matrix, visited) {
// Don't bother traversing if it is to shallow
// Traverse the potential trench to count it's length
const [row, col] = node // destructure node to get row and col([row, col])
let result = []
const stack = [node]
visited.add([row, col].toString())
while (stack.length) {
let current = stack.pop()
result.push(current)
// console.log(result)
const [currentRow, currentCol] = current
const currentNode = matrix[currentRow][currentCol]
// trench property, if each current node in the trench MUST be >= -5
if (currentNode >= -5) {
return false // returns false if the start is too shallow
}
let neighbors = findNeighbors(current, matrix)
neighbors.forEach(neighbor => {
const neighborStr = ([neighbor[0], neighbor[1]].toString())
if (!visited.has(neighborStr)) {
visited.add(neighborStr)
stack.push(neighbor)
}
// traverses a trench with a "T" that returns false
if (!visited.has(neighbor[0] - 1 && neighbor[1] - 1)) {
// console.log(visited)
return false
}
});
// trench property (edge case)
if (result.length >= 3) { // has length of 3 or more nodes that are neighbors
return true
}
}
return false
}
function identifyTrench(trenchMatrix) {
// Start at 0,0 and attempt to traverse any unvisited nodes
// let visited = new Set()
// let start = trenchMatrix[0][0]
// if (trenchTraversal(start, trenchMatrix, visited)) {
// return true
// }
// return false
}
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started