• 827. Making A Large Island


    package LeetCode_827
    
    import java.util.*
    import kotlin.collections.HashMap
    
    /**
     * 827. Making A Large Island
     * https://leetcode.com/problems/making-a-large-island/
     *
     * In a 2D grid of 0s and 1s, we change at most one 0 to a 1.
    After, what is the size of the largest island? (An island is a 4-directionally connected group of 1s).
    
    Example 1:
    Input: [[1, 0], [0, 1]]
    Output: 3
    Explanation: Change one 0 to 1 and connect two 1s, then we get an island with area = 3.
     * */
    class Solution {
        /*
        * Solution: DFS,BFS,HashMap,HashSet, Time complexity:O(mn), Space complexity:O(mn);
        * 1. DFS to find out the large island and save every island'id in map and mapping size of island,
        * 2. BFS to determine what's max island size is when we change zeros to ones, and we use HashSet to help us sum up the
        * island with same unique ID,
        * */
        fun largestIsland(grid: Array<IntArray>): Int {
            if (grid == null || grid.isEmpty()) {
                return 0
            }
            var max = 0
            //because grid has contains 0,1
            var isLandId = 2
            //key: islandId, value:size the island
            val map = HashMap<Int, Int>()
            val m = grid.size
            val n = grid[0].size
            for (i in 0 until m) {
                for (j in 0 until n) {
                    //when we meet island, start to find the island size
                    if (grid[i][j] == 1) {
                        val size = islandSize(grid, i, j, isLandId)
                        //keep update the max area
                        max = Math.max(max,size)
                        //mapping the islandId and its area size
                        map.put(isLandId, size)
                        //increase the islandId to ensure have unique id
                        isLandId++
                    }
                }
            }
            //start bfs
            val queue = LinkedList<Pair<Int, Int>>()
            //4 directions
            val directions = intArrayOf(0, 1, 0, -1, 0)
            //queue to save all non island
            for (i in 0 until m) {
                for (j in 0 until n) {
                    if (grid[i][j] == 0) {
                        queue.offer(Pair(i, j))
                    }
                }
            }
            while (queue.isNotEmpty()) {
                val cur = queue.pop()
                val set = HashSet<Int>()
                //temp init is 1, because this can be change into 1
                var temp = 1
                for (d in 0 until 4) {
                    val x = cur.first + directions[d]
                    val y = cur.second + directions[d + 1]
                    if (x < 0 || y < 0 || x >= m || y >= n || grid[x][y]==0) {
                        continue
                    }
                    val value = grid[x][y]
                    if (!set.contains(value)) {
                        set.add(value)
                        temp += map.get(value) ?: 0
                    }
                }
                max = Math.max(max, temp)
            }
            return max
        }
    
        private fun islandSize(grid: Array<IntArray>, i: Int, j: Int, islandId: Int): Int {
            if (i < 0 || j < 0 || i >= grid.size || j >= grid[0].size || grid[i][j] != 1) {
                return 0
            }
            //set this position to current islandId
            grid[i][j] = islandId
            //calculate 4 directions
            val left = islandSize(grid, i-1, j, islandId)
            val right = islandSize(grid, i+1, j, islandId)
            val top = islandSize(grid, i, j-1, islandId)
            val bottom = islandSize(grid, i, j+1, islandId)
            return left + right + top + bottom + 1
        }
    }
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  • 原文地址:https://www.cnblogs.com/johnnyzhao/p/13999919.html
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