Metode Statistik dan Optimisasi (A)
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Deskripsi singkat/Brief description
Announcements
Optimization Class (bu Vita)
Optimization notes
Week 1 - Introduction to Statistics Methods & Descriptive Methods
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Pertemuan (MS&O M1)
Slides
Textbooks
(Tentative) schedule
Week 2 - Probability
Meeting (MS&O-W2)
Slide
Week 3 - Random Variables
Slides
Meeting (S&OM-W3)
Week 4 - Continuous Random Variables
Link for Whatsapp Group
Meeting (S&OM-W4)
Week 5 - Continuous Random Variables (part 2)
Meeting (S&OM-W5)
Week 5 extra - Sampling Distribution & Parameter Estimation
Slide
Meeting
Week 6 - Quiz 1
Guideline and topics for quiz
Week 7 - Tests of Hypotheses for Single Sample
Slide
Meeting (S&OM-W7)
Week 8 - Midterm Exam
Guideline for exam
Example: Midterm exam 2019
Week 9: Introduction
52 - Materi 1.1 - Pendahuluan
52 - Materi 1.2 - Formulasi Umum Persoalan Optimasi
52 - Materi 1.3 - Kategori Persoalan Optimasi
52 - Materi 1.4 - Dasar Penggunaan MATLAB
Optim-Lecture1
L02-Mathematical Preliminaries
L04-Intro Quantitative Optimization
52 - 1.1 - Introduction
52 - 1.2 - General Formulation of Optimization Problem
52 - 1.3 - Optimization Problems Category
52 - 1.4 - MATLAB introduction
52 - Materi 1.1 - Pendahuluan
52 - Materi 1.2 - Formulasi Umum Persoalan Optimasi
52 - Materi 1.3 - Kategori Persoalan Optimasi
52 - Materi 1.4 - Dasar Penggunaan MATLAB
Optim-Lecture1
L02-Mathematical Preliminaries
L04-Intro Quantitative Optimization
52 - 1.1 - Introduction
52 - 1.2 - General Formulation of Optimization Problem
52 - 1.3 - Optimization Problems Category
52 - 1.4 - MATLAB introduction
Week 10 (recording in notes)
0 - suplemen math preliminaries
0 - suplemen math preliminaries
Week 13: LP and NLP
[Assignment] Identifying and Formulating Optimization Problem
52 - Materi 2.1 - Pemrograman Linier - Formulasi
52 - Materi 2.2 - Pemrograman Linier - Solusi rev1
52 - Materi 2.3 - Pemrograman Linier - Solusi Matlab r2
[Assignment] Identifying and Formulating Optimization Problem
52 - Materi 2.1 - Pemrograman Linier - Formulasi
52 - Materi 2.2 - Pemrograman Linier - Solusi rev1
52 - Materi 2.3 - Pemrograman Linier - Solusi Matlab r2
Week 14: Non Linear Programming
0 - suplemen nonlinear optimization
0 - suplemen nonlinear optimization
Week 15: Genetic Algorithm
L07-Global Optimization Basics
L18-Evolutionary Algorithms
[Assignment 1: Revised assignment]
L07-Global Optimization Basics
L18-Evolutionary Algorithms
[Assignment 1: Revised assignment]
Week 16: Final evaluation
Handout - 7.3. Genetic Algorithm using MATLAB
52 - 7.3 - Genetic Algorithm with MATLAB
optim13 peak m default
Final Evaluation
Handout - 7.3. Genetic Algorithm using MATLAB
52 - 7.3 - Genetic Algorithm with MATLAB
optim13 peak m default
Final Evaluation
Minggu 14 - Algoritma Genetika
52 - Materi 7.1 - Algoritma Genetika - Motivasi
52 - Materi 7.2 - Algoritma Genetika
52 - Materi 7.3 - Algoritma Genetika dengan MATLAB
52 - Materi 7.1 - Algoritma Genetika - Motivasi
52 - Materi 7.2 - Algoritma Genetika
52 - Materi 7.3 - Algoritma Genetika dengan MATLAB
Kuis 1 Susulan
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Metode Statistik dan Optimisasi (A)
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Institut Teknologi Sepuluh Nopember
Magister
Fakultas Teknologi Elektro dan Informatika Cerdas
S-2 TEKNIK ELEKTRO TEKNIK SISTEM TENAGA
Semester Gasal 2021/2022
Metode Statistik dan Optimisasi (A)
Summary
Metode Statistik dan Optimisasi (A)
Teacher:
Vita Lystianingrum B P
Teacher:
Wirawan
