Dr. Deepak Sharma, IIT Guwahati
Dr. Deepak Sharma, IIT Guwahati
  • Видео 30
  • Просмотров 19 938

Видео

Chapter 1: Introduction and Problem formulation (2 lectures)
Просмотров 1,1 тыс.Год назад
ME 609: Optimization Methods in Engineering Syllabus and grading Introduction Problem Formulation
Chapter 2: Single-Variable Optimization Algorithms (Optimality conditions, 2 lectures)
Просмотров 961Год назад
ME 609: Optimization Methods in Engineering Optimality conditions for single variable function
Chapter 2: Single Variable Optimization Algorithms (Bracketing Methods, 2 lectures)
Просмотров 834Год назад
ME 609: Optimization Methods in Engineering Bracketing Methods 1. Exhaustive search method 2. Bounding phase method Graphical illustration Algorithm Hand calculations
Chapter 2: Single Variable Optimization Algorithms (Gradient-based methods, 2 lectures)
Просмотров 618Год назад
ME 609: Optimization Method in Engineering Gradient-based methods: Newton-Raphson method, Bisection method, Secant method
Chapter 2: Single Variable Optimization Algorithms (Region elimination methods, 2 lectures)
Просмотров 620Год назад
ME 609: Optimization Method in Engineering Region elimination methods: Interval halving method, Golden section search method
Chapter 3: Multivariable Optimization Methods (Optimality Conditions and Convexity, 2 lectures)
Просмотров 654Год назад
ME 609: Optimization Method in Engineering Optimality conditions for multivariable function and Convexity
Chapter 3: Multivariable Optimization Methods (Direct Search Methods, 2 lectures)
Просмотров 912Год назад
ME 609: Optimization Method in Engineering Direct Search methods: Simplex search method, Conjugate direction search method
Chapter 3: Multivariable Optimization Methods (Gradient-based Methods: Part 1, 2 lectures)
Просмотров 681Год назад
ME 609: Optimization Method in Engineering Gradient-based methods: Steepest descent method, Newton's method
Chapter 3: Multivariable Optimization Methods (Gradient-based Methods: Part 2, 2 lectures)
Просмотров 476Год назад
ME 609: Optimization Method in Engineering Gradient-based methods: Marquardt's method and Conjugate Gradient Method
Chapter 4: Linear Programming (Part 1: 3 lectures)
Просмотров 528Год назад
ME 609: Optimization Method in Engineering LPP, Simplex Method and Dual Phase Method
Chapter 4: Linear Programming (Part 2: 1 lectures)
Просмотров 358Год назад
ME 609: Optimization Method in Engineering Sensitivity Analysis with LPP
ME 502: Numerical Integration
Просмотров 531Год назад
Newton-Cotes Methods Gauss-Legendre Integration Methods or Gauss quadrature rule Important instructions for assignment
Chapter 5: Penalty Function Methods for Constrained Optimization
Просмотров 767Год назад
Chapter 5: Constrained Optimization Penalty Function Methods
C5 Constrained Optimization (Introduction and Optimality conditions, 3 lectures)
Просмотров 461Год назад
ME 609: Optimization Method in Engineering Introduction, Method of Multipliers, KKT Conditions
Chapter 5: Method of Multipliers and Sensitivity Analysis
Просмотров 337Год назад
Chapter 5: Method of Multipliers and Sensitivity Analysis
Chapter 5: Constrained Optimization (Quadratic Programming)
Просмотров 430Год назад
Chapter 5: Constrained Optimization (Quadratic Programming)
Chapter 6 Simulated Annealing
Просмотров 295Год назад
Chapter 6 Simulated Annealing
Chapter 7: Binary coded genetic algorithm
Просмотров 336Год назад
Chapter 7: Binary coded genetic algorithm
Chapter 8: Real-Coded Genetic Algorithm
Просмотров 350Год назад
Chapter 8: Real-Coded Genetic Algorithm
ME421: Introduction
Просмотров 484Год назад
ME421: Introduction
IEOR: Introduction
Просмотров 567Год назад
IEOR: Introduction
IEOR: LP modeling (Lectures 2 and 3)
Просмотров 981Год назад
IEOR: LP modeling (Lectures 2 and 3)
IEOR: Simplex method
Просмотров 1,1 тыс.Год назад
IEOR: Simplex method
IEOR: M-Method and dual-phase method
Просмотров 916Год назад
IEOR: M-Method and dual-phase method
IEOR: Special cases and sensitivity analysis
Просмотров 1,1 тыс.Год назад
IEOR: Special cases and sensitivity analysis
IEOR: Algebraic Sensitivity Analysis
Просмотров 872Год назад
IEOR: Algebraic Sensitivity Analysis
IEOR: Duality and Dual Simplex Method
Просмотров 788Год назад
IEOR: Duality and Dual Simplex Method
IEOR: Post Optimality Analysis
Просмотров 607Год назад
IEOR: Post Optimality Analysis
IEOR: CPM and PERT
Просмотров 443Год назад
IEOR: CPM and PERT

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