# chapter\_15

- [최적화 문제의 정의 및 수치해석적 접근](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1501.md)
- [1차원 최적화: 황금분할법(Golden Section), 이분탐색](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1502.md)
- [구배법(Gradient Descent)과 수렴 특성](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1503.md)
- [뉴턴 방법과 Hessian 활용](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1504.md)
- [제약 조건(Constraint) 처리: 라그랑주 승수법](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1505.md)
- [선형계획법(Linear Programming) 복습](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1506.md)
- [이차계획법(Quadratic Programming), 반정규계획(Semi-Definite)](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1507.md)
- [내부점 방법(Interior Point Methods) 기초](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1508.md)
- [신경망(NN) 학습에서의 최적화 알고리즘](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1509.md)
- [전역 최적화: 유전 알고리즘(GA), 담금질(Simulated Annealing)](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1510.md)
- [Penalty Function, Barrier Function 기법](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1511.md)
- [분산·병렬 컴퓨팅을 통한 대규모 최적화](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1512.md)
- [다목적 최적화(Multi-Objective)와 파레토 최적](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1513.md)
- [수렴 기준(Convergence Criterion) 설정](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1514.md)
- [실전 최적화 사례: 공학, 경제, 과학 전반](/booil-jung/docs/math/introductions_to_numerical_analysis/chapter_15/1515.md)