Скачать или смотреть Unconstrained Optimization | Lec-4 | Optimization of one variable, Optimality Conditions | PMRF-ISSS

Welcome! This is the Lecture-4 of the ISSS-PMRF lecture series on "Unconstrained Optimization". In this lecture, we will discuss various optimality conditions necessary and sufficient for optimality of single variable real valued functions. The time stamps of specific topics are given below.

Link to Lecture-3: (Will be posted soon)
Link to the playlist: https://www.youtube.com/playlist?list...

0:01 - Lecture title
0:50 - Recall (revision of previous lecture)
4:30 - Intro
11:25 - First order necessary conditions for optimality
24:55 - Stationary Points Definition
26:29 - Second order necessary conditions for optimality
37:35 - Second Order sufficient conditions for optimality
48:25 - Sufficient and necessary optimality conditions
54:05 - Example-1
57:25 - Example-2
1:02:55 - Example-3
1:04:55 - Necessity of Algos for optimization in one variable
1:06:25 - Summary