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    [์ž๋ฃŒ๊ตฌ์กฐ] ํŠธ๋ฆฌ(Tree) - ์ด์ง„ํŠธ๋ฆฌ๋ฅผ ๋ ˆ๋ฒจ๋‹จ์œ„ ๋ฆฌ์ŠคํŠธ๋กœ ๋ณ€ํ˜•ํ•˜๊ธฐ

    ์•„๋ž˜์˜ ์˜์ƒ์„ ๋ฐ”ํƒ•์œผ๋กœ ์ž‘์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ข‹์€์˜์ƒ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. [์ž๋ฃŒ๊ตฌ์กฐ ์•Œ๊ณ ๋ฆฌ์ฆ˜] ์ด์ง„ํŠธ๋ฆฌ๋ฅผ ๋ ˆ๋ฒจ๋‹จ์œ„ ๋ฆฌ์ŠคํŠธ๋กœ ๋ณ€ํ˜•ํ•˜๊ธฐ https://youtu.be/Y9Ar9eerxQU (1) .h ์ฝ”๋“œ1 (2) .cpp

    [์ž๋ฃŒ๊ตฌ์กฐ] ํŠธ๋ฆฌ(Tree) - ๋ฐฐ์—ด์„ ์ด์ง„๊ฒ€์ƒ‰ํŠธ๋ฆฌ๋กœ ๋งŒ๋“ค๊ธฐ

    ์•„๋ž˜์˜ ์˜์ƒ์„ ๋ฐ”ํƒ•์œผ๋กœ ์ž‘์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ข‹์€์˜์ƒ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. [์ž๋ฃŒ๊ตฌ์กฐ ์•Œ๊ณ ๋ฆฌ์ฆ˜] ๋ฐฐ์—ด์„ ์ด์ง„๊ฒ€์ƒ‰ํŠธ๋ฆฌ๋กœ ๋งŒ๋“ค๊ธฐ in Java https://youtu.be/9ZZbA2iPjtM (1) .h (2) .cpp

    [์ž๋ฃŒ๊ตฌ์กฐ] ๊ทธ๋ž˜ํ”„(Graph) - ๋‘ ์ง€์ ์˜ ๊ฒฝ๋กœ ์ฐพ๊ธฐ(dfs)

    ์•„๋ž˜์˜ ์˜์ƒ์„ ๋ฐ”ํƒ•์œผ๋กœ ์ž‘์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ข‹์€์˜์ƒ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. [์ž๋ฃŒ๊ตฌ์กฐ ์•Œ๊ณ ๋ฆฌ์ฆ˜] Graph์—์„œ ๋‘์ง€์ ์˜ ๊ฒฝ๋กœ์ฐพ๊ธฐ https://youtu.be/VHNOQZBXS0o (1) .h ์ฝ”๋“œ1 (2) .cpp

    [์ž๋ฃŒ๊ตฌ์กฐ] ๊ทธ๋ž˜ํ”„(Graph) - DFS, BFS ๊ตฌํ˜„

    ์•„๋ž˜์˜ ์˜์ƒ์„ ๋ฐ”ํƒ•์œผ๋กœ ์ž‘์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ข‹์€์˜์ƒ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. [์ž๋ฃŒ๊ตฌ์กฐ ์•Œ๊ณ ๋ฆฌ์ฆ˜] Graph ๊ฒ€์ƒ‰ DFS, BFS ๊ตฌํ˜„ in Java https://youtu.be/_hxFgg7TLZQ ์ธ์ ‘๋ฆฌ์ŠคํŠธ(adjacency list)๋กœ DFS์™€ BFS ๊ตฌํ˜„ํ•˜๊ธฐ DFS : stack/์žฌ๊ท€ BFS : queue (1) .h (2) .cpp

    [์ž๋ฃŒ๊ตฌ์กฐ] ํŠธ๋ฆฌ(Tree) - ํŠธ๋ผ์ด ํŠธ๋ฆฌ(Trie tree)

    [์ž๋ฃŒ๊ตฌ์กฐ] ํŠธ๋ฆฌ(Tree) - ํŠธ๋ผ์ด ํŠธ๋ฆฌ(Trie tree)

    ์•„๋ž˜์˜ ์˜์ƒ๋“ค์„ ๋ฐ”ํƒ•์œผ๋กœ ์ž‘์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ข‹์€์˜์ƒ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. Trie(ํŠธ๋ผ์ด) Tree์— ๋Œ€ํ•ด์„œ - https://youtu.be/TohdsR58i3Q Trie - Insert and Search | GeeksforGeeks - https://youtu.be/dUBkaqrcYT8 0. ํŠธ๋ผ์ด ํŠธ๋ฆฌ(Trie tree)๋ž€? (2023.03.16 ์ˆ˜์ •) ๋ฌธ์ž์—ด ๊ฒ€์ƒ‰์„ ๋น ๋ฅด๊ฒŒ ํ•ด์ฃผ๋Š” ์ด์ง„ ๊ฒ€์ƒ‰ ํŠธ๋ฆฌ ๊ตฌ์กฐ. ํ•œ ๋ ˆ๋ฒจ๋‹น ํ•œ ๋ฌธ์ž์”ฉ ์ €์žฅ๋˜๋ฏ€๋กœ M์ด ๋ฌธ์ž์—ด์˜ ์ตœ๋Œ€ ๊ธธ์ด๋ผ๋ฉด ๋ฌธ์ž์—ด ๊ฒ€์ƒ‰์‹œ ์‹œ๊ฐ„๋ณต์žก๋„๋Š” O(Mlogn) ๋‹ค. ํŠธ๋ผ์ด๋ฅผ ์ด์šฉํ•˜๋ฉด ์‹œ๊ฐ„๋ณต์žก๋„ O(M)์ด ๊ฑธ๋ฆฌ๋Š” ๋ฌธ์ž์—ด ๊ฒ€์ƒ‰๊ตฌ์กฐ๋ฅผ ๋งŒ๋“ค ์ˆ˜ ์žˆ๋‹ค. ์ฐธ๊ณ  -> https://ko.wikipedia.org/wiki/%ED%8A%B8%EB%9D%BC%EC%9D%B4_(%..

    [์ž๋ฃŒ๊ตฌ์กฐ] ํŠธ๋ฆฌ(Tree) - ์ด์ง„ ํž™(Binary Heaps)

    [์ž๋ฃŒ๊ตฌ์กฐ] ํŠธ๋ฆฌ(Tree) - ์ด์ง„ ํž™(Binary Heaps)

    ์•„๋ž˜์˜ ์œ ํˆฝ์˜์ƒ์„ ๋ฐ”ํƒ•์œผ๋กœ ์ž‘์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ข‹์€์˜์ƒ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. Binary Heaps (Min-Heaps and Max-Heaps) - https://youtu.be/jfwjyJvbbBI 0. ํž™(Heaps)๋ž€? ์ตœ๋Œ“๊ฐ’์ด๋‚˜ ์ตœ์†Ÿ๊ฐ’์„ ์ฐพ์•„๋‚ด๋Š” ์—ฐ์‚ฐ์„ ๋น ๋ฅด๊ฒŒ ํ•˜๊ธฐ ์œ„ํ•œ ์™„์ „ ์ด์ง„ ํŠธ๋ฆฌ๋ฅผ ๊ธฐ๋ณธ์œผ๋กœ ํ•œ ์ž๋ฃŒ๊ตฌ์กฐ. root์— ๊ฐ€์žฅ ์ž‘์€ ๊ฐ’์ด ์˜ค๋ฉด ์ตœ์†Œ ํž™(min heap), root์— ๊ฐ€์žฅ ํฐ ๊ฐ’์ด ์˜ค๋ฉด ์ตœ๋Œ€ ํž™(max heap) 1. ์ตœ์†Œ ํž™์— ๋…ธ๋“œ ์‚ฝ์ž…ํ•˜๊ธฐ(Insert) 1. ์™„์ „ ๋…ธ๋“œ์˜ ๋งจ ๋(leaf)์— ๋…ธ๋“œ๋ฅผ ์ถ”๊ฐ€ํ•˜๋˜, ์™„์ „ ์ด์ง„ ํŠธ๋ฆฌ(Complete binary tree)๋ฅผ ์œ ์ง€ํ•ด์•ผ ํ•˜๋ฏ€๋กœ ๋งˆ์ง€๋ง‰ ๋ ˆ๋ฒจ์˜ ์™ผ์ชฝ๋ถ€ํ„ฐ ์ถ”๊ฐ€. 2. ๋ถ€๋ชจ๋…ธ๋“œ > ์ƒˆ๋…ธ๋“œ ๋ผ๋ฉด ๋ถ€๋ชจ์™€ ์ƒˆ๋…ธ๋“œ์˜ ์ž๋ฆฌ๋ฅผ ๋ฐ”๊ฟˆ. 3. ๋ถ€๋ชจ๋…ธ๋“œ < ์ƒˆ..

    [์ž๋ฃŒ๊ตฌ์กฐ] ํŠธ๋ฆฌ(Tree) - ํŠธ๋ฆฌ์˜ ์ข…๋ฅ˜, 3๊ฐ€์ง€ ์ˆœํšŒ๋ฐฉ๋ฒ•

    [์ž๋ฃŒ๊ตฌ์กฐ] ํŠธ๋ฆฌ(Tree) - ํŠธ๋ฆฌ์˜ ์ข…๋ฅ˜, 3๊ฐ€์ง€ ์ˆœํšŒ๋ฐฉ๋ฒ•

    ์•„๋ž˜์˜ ์œ ํˆฝ์˜์ƒ์„ ๋ฐ”ํƒ•์œผ๋กœ ์ž‘์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ข‹์€์˜์ƒ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. Tree์˜ ์ข…๋ฅ˜ : https://youtu.be/LnxEBW29DOw 0. ํŠธ๋ฆฌ(tree)๋ž€? ์ฆ‰ Array, LinkedList, Stack, Queue๊ฐ™์ด ์„ ํ˜•๊ตฌ์กฐ๊ฐ€ ์•„๋‹Œ, ๋ถ€๋ชจ์ž์‹์˜ ๊ด€๊ณ„๋ฅผ ๊ฐ€์ง€๋Š” ๊ณ„์ธตํ˜• ๊ทธ๋ž˜ํ”„. 1. ์ด์ง„ ํŠธ๋ฆฌ(Binary tree) Binary tree : ๋ถ€๋ชจ ๋…ธ๋“œ๊ฐ€ ์ž์‹ ๋…ธ๋“œ๋ฅผ ์ตœ๋Œ€ 2๊ฐœ์”ฉ๋งŒ ๊ฐ–๊ณ ์žˆ๋Š” ํŠธ๋ฆฌ. Ternary tree : ์ž์‹ ๋…ธ๋“œ๋ฅผ 2๊ฐœ ์ด์ƒ ๊ฐ–๊ณ  ์žˆ๋Š” ํŠธ๋ฆฌ 2. ์ด์ง„ ๊ฒ€์ƒ‰ ํŠธ๋ฆฌ(Binary Search Tree) Binary tree : ๋…ธ๋“œ๋“ค๊ฐ„์˜ ๋Œ€์†Œ๊ด€๊ณ„๋Š” ๊ณ ๋ คํ•˜์ง€ ์•Š๋Š”๋‹ค. Binary search tree : left child์™€ ๊ทธ ์ดํ•˜ ๋…ธ๋“œ๋“ค์˜ ๋ฐ์ดํ„ฐ๊ฐ€ ํ˜„์žฌ ๋…ธ๋“œ(๋ถ€๋ชจ ๋…ธ๋“œ)์˜ ๋ฐ์ดํ„ฐ ๋ณด..

    [์•”๊ธฐ์šฉ์š”์•ฝ/๊ฐœ์ธ์ •๋ฆฌ] ๋„คํŠธ์›Œํฌ(HTTP~Socket)

    [์•”๊ธฐ์šฉ์š”์•ฝ/๊ฐœ์ธ์ •๋ฆฌ] ๋„คํŠธ์›Œํฌ(HTTP~Socket)

    Content 1. HTTP์™€ HTTPS 2. HTTP ์š”์ฒญ/์‘๋‹ต ํ—ค๋”3. CORS๋ž€4. GET ๋ฉ”์„œ๋“œ์™€ POST ๋ฉ”์„œ๋“œ5. ์ฟ ํ‚ค(Cookie)์™€ ์„ธ์…˜(Session)6. DNS7. REST์™€ RESTful์˜ ๊ฐœ๋…8. ์†Œ์ผ“(Socket)์ด๋ž€ 1. HTTP์™€ HTTPS HTTP(HyperText Transfer Protocol) HTTPS(HyperText Transfer Protocol over Secure Socket Layer) [๊ฐœ๋…] ์›น์ƒ์—์„œ ํด๋ผ์ด์–ธํŠธ-์„œ๋ฒ„๊ฐ„ ์š”์ฒญ(request)-์‘๋‹ต(response) ์ •๋ณด๋ฅผ ์ฃผ๊ณ  ๋ฐ›์„ ์ˆ˜ ์žˆ๋Š” ์›นํ†ต์‹  ํ”„๋กœํ† ์ฝœ[ํŠน์ง•]์ฃผ๋กœ HTML๋ฌธ์„œ๋ฅผ ์ฃผ๊ณ ๋ฐ›๋Š”๋ฐ ์‚ฌ์šฉ.TCP/UCP๋ฅผ ์ด์šฉํ•˜๋ฉฐ 80๋ฒˆ ํฌํŠธ๋ฅผ ์‚ฌ์šฉ.๋น„์—ฐ๊ฒฐ(Connectionless) : ์š”์ฒญ-์‘๋‹ต ํ›„ ๋ฐ”๋กœ ์—ฐ๊ฒฐ์ด ..

    [์•”๊ธฐ์šฉ์š”์•ฝ/๊ฐœ์ธ์ •๋ฆฌ] ๋„คํŠธ์›Œํฌ(OSI7๊ณ„์ธต~TCP/IP)

    [์•”๊ธฐ์šฉ์š”์•ฝ/๊ฐœ์ธ์ •๋ฆฌ] ๋„คํŠธ์›Œํฌ(OSI7๊ณ„์ธต~TCP/IP)

    Content 1. OSI 7๊ณ„์ธต 2. TCP/IP์˜ ๊ฐœ๋…3. TCP์™€ UDP4. TCP์™€ UDP์˜ ํ—ค๋” ๋ถ„์„5. TCP ๊ด€๋ จ ์งˆ๋ฌธ 1,2,3 1. OSI 7๊ณ„์ธต 1. ๋ฌผ๋ฆฌ ๊ณ„์ธต(Physical layer) ์ „๊ธฐ์  ์‹ ํ˜ธ๊ฐ€ ๋‚˜๊ฐ€๋Š” ๋ฌผ๋ฆฌ์ ์ธ ์žฅ๋น„ ๊ธฐ๋ณธ ๋„คํŠธ์›Œํฌ ํ•˜๋“œ์›จ์–ด ์ „์†ก๊ธฐ์ˆ , ๋…ผ๋ฆฌ ๋ฐ์ดํ„ฐ ๊ตฌ์กฐ๋ฅผ ๊ธฐ์ดˆ๋กœํ•œ ํ•„์ˆ˜ ๊ณ„์ธต. ์ „์†ก๋‹จ์œ„ : ๋น„ํŠธ(Bit) ์žฅ๋น„ : ์ผ€์ด๋ธ”, ํ—ˆ๋ธŒ 2. ๋ฐ์ดํ„ฐ ๋งํฌ ๊ณ„์ธต(Data link layer) ๋ฌผ๋ฆฌ์  ์ฃผ์†Œ(MAC address)๋ฅผ ์ง€์ •ํ•˜์—ฌ ํ†ต์‹ ํ๋ฆ„์„ ๊ด€๋ฆฌํ•œ๋‹ค. ์ ๋Œ€์ (Point to point : ๋„คํŠธ์›Œํฌ ์ง์—ฐ๊ฒฐ)๊ฐ„์˜ ์‹ ๋ขฐ์žˆ๋Š” ์ „์†ก์„ ๋ณด์žฅํ•˜๊ธฐ ์œ„ํ•œ ๊ณ„์ธต. CRC ๊ธฐ๋ฐ˜์˜ ์˜ค๋ฅ˜ ์ œ์–ด, ํ๋ฆ„ ์ œ์–ด ๋‹ด๋‹น ์ „์†ก๋‹จ์œ„ : ํ”„๋ ˆ์ž„(Frame) ์žฅ๋น„ : ์ด๋”๋„ท 3. ๋„คํŠธ์›Œํฌ ๊ณ„์ธต(Network ..

    [์•”๊ธฐ์šฉ ์š”์•ฝ] ์ ๊ทผ ํ‘œ๊ธฐ๋ฒ•(Big-O)

    [์•”๊ธฐ์šฉ ์š”์•ฝ] ์ ๊ทผ ํ‘œ๊ธฐ๋ฒ•(Big-O)

    ์‹œ๊ฐ„ ๋ณต์žก๋„์•Œ๊ณ ๋ฆฌ์ฆ˜ ์ˆ˜ํ–‰์‹œ๊ฐ„ ๋ถ„์„ ๊ฒฐ๊ณผ๋‹จ์ˆœํžˆ ์ฆ๊ฐ€ํ•˜๋Š” ๋น„์œจ์„ ๋‚˜ํƒ€๋‚ด๋Š” ๊ฐœ๋…์ˆ˜ํ–‰์‹œ๊ฐ„์ด ์–ด๋–ป๊ฒŒ ๋ณ€ํ™”ํ•˜๋Š”์ง€ ํ‘œํ˜„ํ•ด์ฃผ๋Š” ๋„๊ตฌํ‘œ๊ธฐ ์˜ˆ : $O(logN), O(N), O(NlogN), O(N^2), O(2^N), O(N!)$EX) Q1. ์œ„์™€ ๊ฐ™์€ ๊ฐ€๋กœ w, ์„ธ๋กœ h์˜ ์šธํƒ€๋ฆฌ๋ฅผ ์ „๋ถ€ ์น ํ•˜๋Š”๋ฐ ๋“œ๋Š” ์‹œ๊ฐ„์„ Big-O๋กœ ํ‘œํ˜„ํ•˜๋ฉด? A1. O(wh) Q2. p๋ฒˆ ๋ง์น ํ•ด์•ผ ํ•œ๋‹ค๋ฉด Big-O๋Š”? A2. O(whp) Big-O(์˜ค), Big-Θ(์„ธํƒ€), Big-Ω(์˜ค๋ฉ”๊ฐ€)์˜ ์ฐจ์ดBig-O : ์‹œ๊ฐ„์˜ ์ƒํ•œ(higher) ์ˆ˜ํ–‰์‹œ๊ฐ„์„ ํ‘œํ˜„Big-Θ : O, Ω ๋‘˜๋‹ค ํฌํ•จ. ๋”ฑ ๋งž๋Š”(exactly right) ์ˆ˜ํ–‰์‹œ๊ฐ„์„ ํ‘œํ˜„Big-Ω : ๋“ฑ๊ฐ€๊ฐœ๋… ํ˜น์€ ํ•˜ํ•œ(lower) ์ˆ˜ํ–‰์‹œ๊ฐ„์„ ํ‘œํ˜„. ์ตœ์„ , ์ตœ์•…, ํ‰๊ท (๋งŽ์€ ์•Œ๊ณ ๋ฆฌ์ฆ˜์ด ์ตœ์•…๊ณผ ..