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[BAEKJOON Python] 1260_DFS์™€ BFS ๋ณธ๋ฌธ

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[BAEKJOON Python] 1260_DFS์™€ BFS

์ง•์ง•์•ŒํŒŒ์นด 2023. 8. 30. 15:10
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๋ฐ˜์‘ํ˜•
๐Ÿ’› ๋ฌธ์ œ
๊ทธ๋ž˜ํ”„๋ฅผ DFS๋กœ ํƒ์ƒ‰ํ•œ ๊ฒฐ๊ณผ์™€ BFS๋กœ ํƒ์ƒ‰ํ•œ ๊ฒฐ๊ณผ๋ฅผ ์ถœ๋ ฅํ•˜๋Š” ํ”„๋กœ๊ทธ๋žจ์„ ์ž‘์„ฑํ•˜์‹œ์˜ค.
๋‹จ, ๋ฐฉ๋ฌธํ•  ์ˆ˜ ์žˆ๋Š” ์ •์ ์ด ์—ฌ๋Ÿฌ ๊ฐœ์ธ ๊ฒฝ์šฐ์—๋Š” ์ •์  ๋ฒˆํ˜ธ๊ฐ€ ์ž‘์€ ๊ฒƒ์„ ๋จผ์ € ๋ฐฉ๋ฌธํ•˜๊ณ , 
๋” ์ด์ƒ ๋ฐฉ๋ฌธํ•  ์ˆ˜ ์žˆ๋Š” ์ ์ด ์—†๋Š” ๊ฒฝ์šฐ ์ข…๋ฃŒํ•œ๋‹ค.
์ •์  ๋ฒˆํ˜ธ๋Š” 1๋ฒˆ๋ถ€ํ„ฐ N๋ฒˆ๊นŒ์ง€์ด๋‹ค.

๐Ÿ’š ์ž…๋ ฅ
์ฒซ์งธ ์ค„์— ์ •์ ์˜ ๊ฐœ์ˆ˜ N(1 ≤ N ≤ 1,000), ๊ฐ„์„ ์˜ ๊ฐœ์ˆ˜ M(1 ≤ M ≤ 10,000), ํƒ์ƒ‰์„ ์‹œ์ž‘ํ•  ์ •์ ์˜ ๋ฒˆํ˜ธ V๊ฐ€ ์ฃผ์–ด์ง„๋‹ค.
๋‹ค์Œ M๊ฐœ์˜ ์ค„์—๋Š” ๊ฐ„์„ ์ด ์—ฐ๊ฒฐํ•˜๋Š” ๋‘ ์ •์ ์˜ ๋ฒˆํ˜ธ๊ฐ€ ์ฃผ์–ด์ง„๋‹ค. 
์–ด๋–ค ๋‘ ์ •์  ์‚ฌ์ด์— ์—ฌ๋Ÿฌ ๊ฐœ์˜ ๊ฐ„์„ ์ด ์žˆ์„ ์ˆ˜ ์žˆ๋‹ค. ์ž…๋ ฅ์œผ๋กœ ์ฃผ์–ด์ง€๋Š” ๊ฐ„์„ ์€ ์–‘๋ฐฉํ–ฅ์ด๋‹ค.

๐Ÿ’™ ์ถœ๋ ฅ
์ฒซ์งธ ์ค„์— DFS๋ฅผ ์ˆ˜ํ–‰ํ•œ ๊ฒฐ๊ณผ๋ฅผ, ๊ทธ ๋‹ค์Œ ์ค„์—๋Š” BFS๋ฅผ ์ˆ˜ํ–‰ํ•œ ๊ฒฐ๊ณผ๋ฅผ ์ถœ๋ ฅํ•œ๋‹ค. 
V๋ถ€ํ„ฐ ๋ฐฉ๋ฌธ๋œ ์ ์„ ์ˆœ์„œ๋Œ€๋กœ ์ถœ๋ ฅํ•˜๋ฉด ๋œ๋‹ค.
"""
[1260] DFS์™€ BFS 

๐Ÿ’› ๋ฌธ์ œ
๊ทธ๋ž˜ํ”„๋ฅผ DFS๋กœ ํƒ์ƒ‰ํ•œ ๊ฒฐ๊ณผ์™€ BFS๋กœ ํƒ์ƒ‰ํ•œ ๊ฒฐ๊ณผ๋ฅผ ์ถœ๋ ฅํ•˜๋Š” ํ”„๋กœ๊ทธ๋žจ์„ ์ž‘์„ฑํ•˜์‹œ์˜ค.
๋‹จ, ๋ฐฉ๋ฌธํ•  ์ˆ˜ ์žˆ๋Š” ์ •์ ์ด ์—ฌ๋Ÿฌ ๊ฐœ์ธ ๊ฒฝ์šฐ์—๋Š” ์ •์  ๋ฒˆํ˜ธ๊ฐ€ ์ž‘์€ ๊ฒƒ์„ ๋จผ์ € ๋ฐฉ๋ฌธํ•˜๊ณ , 
๋” ์ด์ƒ ๋ฐฉ๋ฌธํ•  ์ˆ˜ ์žˆ๋Š” ์ ์ด ์—†๋Š” ๊ฒฝ์šฐ ์ข…๋ฃŒํ•œ๋‹ค.
์ •์  ๋ฒˆํ˜ธ๋Š” 1๋ฒˆ๋ถ€ํ„ฐ N๋ฒˆ๊นŒ์ง€์ด๋‹ค.

๐Ÿ’š ์ž…๋ ฅ
์ฒซ์งธ ์ค„์— ์ •์ ์˜ ๊ฐœ์ˆ˜ N(1 ≤ N ≤ 1,000), ๊ฐ„์„ ์˜ ๊ฐœ์ˆ˜ M(1 ≤ M ≤ 10,000), ํƒ์ƒ‰์„ ์‹œ์ž‘ํ•  ์ •์ ์˜ ๋ฒˆํ˜ธ V๊ฐ€ ์ฃผ์–ด์ง„๋‹ค.
๋‹ค์Œ M๊ฐœ์˜ ์ค„์—๋Š” ๊ฐ„์„ ์ด ์—ฐ๊ฒฐํ•˜๋Š” ๋‘ ์ •์ ์˜ ๋ฒˆํ˜ธ๊ฐ€ ์ฃผ์–ด์ง„๋‹ค. 
์–ด๋–ค ๋‘ ์ •์  ์‚ฌ์ด์— ์—ฌ๋Ÿฌ ๊ฐœ์˜ ๊ฐ„์„ ์ด ์žˆ์„ ์ˆ˜ ์žˆ๋‹ค. ์ž…๋ ฅ์œผ๋กœ ์ฃผ์–ด์ง€๋Š” ๊ฐ„์„ ์€ ์–‘๋ฐฉํ–ฅ์ด๋‹ค.

๐Ÿ’™ ์ถœ๋ ฅ
์ฒซ์งธ ์ค„์— DFS๋ฅผ ์ˆ˜ํ–‰ํ•œ ๊ฒฐ๊ณผ๋ฅผ, ๊ทธ ๋‹ค์Œ ์ค„์—๋Š” BFS๋ฅผ ์ˆ˜ํ–‰ํ•œ ๊ฒฐ๊ณผ๋ฅผ ์ถœ๋ ฅํ•œ๋‹ค. 
V๋ถ€ํ„ฐ ๋ฐฉ๋ฌธ๋œ ์ ์„ ์ˆœ์„œ๋Œ€๋กœ ์ถœ๋ ฅํ•˜๋ฉด ๋œ๋‹ค.
"""

from collections import deque

# ์ •์ ์˜ ๊ฐœ์ˆ˜ N(1 ≤ N ≤ 1,000), ๊ฐ„์„ ์˜ ๊ฐœ์ˆ˜ M(1 ≤ M ≤ 10,000), ํƒ์ƒ‰์„ ์‹œ์ž‘ํ•  ์ •์ ์˜ ๋ฒˆํ˜ธ V
N, M, V = map(int, input().split())
graph = [[] for _ in range(N + 1)]

# [[], [2, 3, 4], [1, 4], [1, 4], [1, 2, 3]]
for i in range(M) :
    a, b = map(int, input().split())
    graph[a].append(b)
    graph[b].append(a)

# ์žฌ๊ท€ ์‚ฌ์šฉ
def dfs(graph, v):
    print(v, end=' ')

    visited[v] = True
    for i in graph[v]:
        if not visited[i]:
            dfs(graph, i)

# queue ์‚ฌ์šฉ
def bfs(graph, v) :
    queue = deque()
    queue.append(v)
    # ์ดˆ๊ธฐํ™”
    visited = [False for _ in range(N + 1)]

    # ๋ฐฉ๋ฌธํ•จ
    visited[v] = True

    while queue :
        v = queue.popleft()
        print(v, end=' ')

        for i in graph[v] :
            # ๊ด€๋ จ๋œ ๋…ธ๋“œ์— ๋ฐฉ๋ฌธ ์ฒ˜๋ฆฌํ•˜๊ธฐ
            if not visited[i] :
                visited[i] = True
                # ๋ฐฉ๋ฌธํ•œ ๋…ธ๋“œ๋„ ์‚ดํŽด๋ณด๊ธฐ ์œ„์— queue ์— ๋„ฃ๊ธฐ
                queue.append(i)


visited = [False for _ in range(N + 1)]

# ์ž‘์€๋…ธ๋“œ๋ถ€ํ„ฐ ์šฐ์„  ๋ฐฉ๋ฌธ
for i in range(1, N+1):
    graph[i].sort()

# V๋ถ€ํ„ฐ ๋ฐฉ๋ฌธ๋œ ์ ์„ ์ˆœ์„œ๋Œ€๋กœ ์ถœ๋ ฅ
dfs(graph, V)
print()
bfs(graph, V)

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