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feat: complete wikification of War Commander batch 1&2 and final grey dot cleanup

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yesung
2026-04-27 18:58:22 +09:00
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10_Wiki/Topics/AI/Randomized-Algorithms.md
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---
id: ALGO-RAND-001
category: "[[10_Wiki/💡 Topics/AI]]"
category: "10_Wiki/💡 Topics/AI"
confidence_score: 1.0
tags: [algorithm, math, randomized-algorithms, probability, monte-carlo, las-vegas, complexity-theory]
last_reinforced: 2026-04-26
---
# [[Randomized Algorithms (확률적 알고리즘)]]
# Randomized Algorithms (확률적 알고리즘)
## 📌 한 줄 통찰 (The Karpathy Summary)
> "완벽한 정답을 위한 끝없는 계산보다, '적당한 무작위성'을 가미하여 기하급수적인 연산 속도와 충분히 훌륭한 해답을 쟁취하라" — 알고리즘의 동작 과정에 무작위성(Randomness)을 도입하여, 평균적으로 우수한 성능을 내거나 매우 복잡한 문제를 효율적으로 해결하는 방법론.
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## 🔗 지식 연결 (Graph)
- [[Monte-Carlo-Tree-Search-MCTS]], [[Probability-Theory-Foundations]], [[Optimization-Algorithms]], [[Ranking-Algorithms]]
- **Raw Source:** [[10_Wiki/Topics/AI/Randomized-Algorithms.md]]
- **Raw Source:** 10_Wiki/Topics/AI/Randomized-Algorithms.md