# chapter\_17

- [확률론적 해법의 개념](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1701.md)
- [난수(RNG) 생성과 품질 평가](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1702.md)
- [Monte Carlo 적분 및 에러 해석](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1703.md)
- [MCMC(Markov Chain Monte Carlo) 알고리즘](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1704.md)
- [확률적 최적화(Simulated Annealing, PSO)](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1705.md)
- [랜덤 행렬 이론과 스펙트럼 해석](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1706.md)
- [불확실성 정량화(UQ, Uncertainty Quantification)](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1707.md)
- [민감도 분석과 확률론적 시나리오](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1708.md)
- [의사난수(Pseudorandom) vs. 준난수(Quasi-random)](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1709.md)
- [Monte Carlo 기법과 병렬 처리](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1710.md)
- [이산 이벤트 시뮬레이션 기초](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1711.md)
- [랜덤 추출(Sampling)과 중요도 샘플링(Importance Sampling)](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1712.md)
- [분산 감소 기법(Variance Reduction)](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1713.md)
- [확률론적 PDE와 랜덤 필드(Random Field)](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1714.md)
- [산업·금융 분야 시뮬레이션 사례](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_17/1715.md)