algorithms-BFS&DFS-in-graph.md

๐Ÿก

๊ทธ๋ž˜ํ”„์™€ BFS, DFS

  • ๊ทธ๋ž˜ํ”„๋ฅผ ์ง์ ‘ ๊ทธ๋ ค๋ณผ ์ˆ˜ ์žˆ๋Š” ์‚ฌ์ดํŠธ

Graph Traversal (Depth/Breadth First Search) - VisuAlgo

DFS๐Ÿƒโ€โ™€๏ธ

  • source์—์„œ ๊ฐ€์žฅ ๊ฐ€๊นŒ์šด ๊ณณ๋ถ€ํ„ฐ ๋ฐฉ๋ฌธ โ‡’ ์ ์  ๋ฉ€๋ฆฌ ์ด๋™

    • ์ž์‹์„ ํ™•์ธํ•˜๊ณ , ์—†๋‹ค๋ฉด ๋” ๋จผ ๊ณณ ๋ฐฉ๋ฌธ chrome-capture-2023-4-22-dfs
  • ํƒ€๊ฒŸ์ด ์กด์žฌํ•˜๋Š”์ง€ ํ™•์ธํ•ฉ๋‹ˆ๋‹ค.

  • ๊นŠ์€ ๊ณณ๊นŒ์ง€ ๋น ๋ฅด๊ฒŒ ์ด๋™ ํ•ฉ๋‹ˆ๋‹ค.

    • ๊ทธ๋ž˜ํ”„๊ฐ€ ๊นŠ์–ด์งˆ์ˆ˜๋ก ๋Š๋ ค์ง
  • ex) ๋ฏธ๋กœ ํ’€์ด (๊ฐ€์žฅ ์งง์€ ๊ธธ์„ ์•Œ ์ˆ˜ ์—†์Œ)

BFS๐Ÿƒโ€โ™‚๏ธ

  • source์—์„œ ๊ฐ€์žฅ ๊ฐ€๊นŒ์šด ๊ณณ์„ ๋ฐฉ๋ฌธํ•˜๊ณ  ๋‹ค์‹œ ๋Œ์•„์˜ด

    • parent node์™€ children node๋ฅผ ํŠธ๋ž™ํ‚น chrome-capture-2023-4-22-bfs
  • ๊ฐ€์žฅ ๊ฐ€๊นŒ์šด ๊ธธ์„ ํ™•์ธํ•ฉ๋‹ˆ๋‹ค.

  • ์ตœ๋‹จ ๊ฑฐ๋ฆฌ๋ฅผ ๊ตฌํ•ฉ๋‹ˆ๋‹ค.

    • recommendation engines, peer to peer networks
  • ex) ๊ตฌ๊ธ€ ๋งต, ํŽ˜์ด์Šค๋ถ ์นœ๊ตฌ ์ถ”์ฒœ


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