• [ICE] Teknik Optimasi
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  • Course data
    General
    LINK JOIN WAG KELAS
    RANCANGAN PEMBELAJARAN SEMESTER
    Reference : Edgar
    Induction Meeting
    PERTEMUAN PERDANA
    Pertemuan 2 - 3
    INTRODUCTION
    KONSEP DASAR OPTIMASI
    Lecture 2 Material - Overview Optimization
    Lecture 3 Material - Model Optimization
    Pertemuan 4 - 5
    LINEAR PROGRAMMING (1)
    LINEAR PROGRAMMING (2)
    LINEAR PROGRAMMING (3)
    LINEAR PROGRAMMING (4)
    Linear Programming
    The Simplex Algorithm
    Intro Linear Programming
    Tugas 1
    Pertemuan 6 - 7
    QUADRATIC PROGRAMMING
    Quadratic Programming
    Modified Simplex (Wolfe's Method)
    Tugas 2
    Ujian Tengah Semester
    Soal ETS
    Kuliah Daring
    Pertemuan 8
    Lecture #1: Definition of Existence, Classification and Test Functions
    Unconstraint Nonlinear optimization
    Lecture #2A: Direct Search Method - Univariate Algorithm (Math & Code Procedure)
    Golden Section Search Method
    Gradient Descent Method
    Newton Method
    Quis Optimisasi tanpa Konstrain
    Pertemuan 9
    UNCONSTRAINED MULTIVARIABLE OPTIMIZATION
    Lecture #2B: Direct Search Method - Powell's Algorithm (Math & Code Procedure)
    Lecture #3A: Descent Search Method - Steepest Cauchy with Armijo Line Search
    Lecture #3B: Descent Search Method - Fletcher-Reeves Algorithm (Math & Code Procedure)
    Lecture #3C: Descent Search Method - Newton & Quasi-Newton Method (DFP & BFGS)
    Tugas 3
    Pertemuan 10 - 11
    CONSTRAINED NONLINEAR OPTIMIZATION
    Constraint Nonlinear Optimization
    Constrained Box Volume
    Constrained nonlinear optimization
    Tugas 4
    Pertemuan 12 - 13
    Optimization Using Matlab (1)
    Optimization Using Matlab (2)
    Optim Toolbox (Matlab)
    MATLAB Nonlinear Optimization with fmincon
    Pertemuan 14 - 15
    Algortima Genetik
    Algoritma Genetic
    Coding GA
    Contoh coding GA
    Tugas 5
    EAS Optimisasi
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    [ICE] Teknik Optimasi
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    [ICE] Teknik Optimasi

    • Teacher: johan
    • Teacher: User
    • Teacher: Bambang Lelono Widjiantoro
    • Teacher: User
    • Teacher: Katherin Indriawati
    • Teacher: Ferry

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    Sukolilo | Manyar | Tjokroaminoto
    Kampus Institut Teknologi
    Sepuluh Nopember Surabaya
    Phone: 031-5994251-54, 5947274, 5945472
    Fax: 031-5923465, 5947845

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