Non Linear Programming Problem For Academics and Research

Non Linear Programming Problem, Maxima, Minima, Lagrangian Multiplier and Kuhn tucker Method

4.50 (12 reviews)
Udemy
platform
English
language
Math
category
102
students
5.5 hours
content
Apr 2021
last update
$49.99
regular price

What you will learn

After completion of this course, students will be able to: 1)Understand the Basics of NLPP and LPP. 2) Differentiate LPP and NLPP. 4) Apply appropriate methods to solve NLPP Problem. 3) Calculate Relative Maxima and Relative Minima. 4) Solve NLPP Problem with equality constraints using Lagrangian Multiplier. 5) Solve NLPP Problem with inequality constraint using Kuhn-Tucker Method

Description

Non-Linear programming problems (NLPP), Course is designed by a team of engineering Viya and they have trained more than 10,000 students in last 19 years, In this course, All course contents and video lectures are systematically organized and all ambiguity, of course, is removed. The most beautiful thing about this course is, To learn this course you don't require any prerequisite concepts because all necessary prerequisites are cover in the course only. In NLPP Course all problems are grouped into a number of exercises where each exercise contains a similar type of problem. All type of problems is solved and explained in detail with a simple approach and understandable language.

In this course, You will be going to learn all types of Non-Linear Programming Problems (NLPP) with the problem-solving approach, In NLPP here we have covered the calculation of Relative maxima, Relative Minima, Lagrangian Multiplier, and Kuhn tucker Method. In the Lagrangian multiplier here, we have covered two variables one constraint, Three variables one constraint, two variables two constraints, and three variables two constraints problems. In the Kuhn-Tucker method here we have covered one Inequality and Two Inequality constraint problems.

This course is designed for Engineering Students, Management students, Mathematics scholars, and Research Schololors either from management or from the engineering field.

Course Outcome of NLPP Course is given below:-

After completion of this course, students will be able to:

1)Understand the Basics of NLPP and LPP.

2) Differentiate LPP and NLPP.

4) Apply appropriate methods to solve NLPP Problem.

3) Calculate Relative Maxima and Relative Minima.

4) Solve NLPP Problem with equality constraints using Lagrangian Multiplier.

5) Solve NLPP Problem with inequality constraint using Kuhn-Tucker Method


Content

Prerequisites-1 [Computation of Determinant]

Detrminant of [2x2]
Determinant of [3x3]
Determinant of [4x4]
Determinant of [5x5]

Prerequisites-2 [ Partial Differentiation Evaluation]

Partial Differentiation of Linear Function
Partial Differentiation of Non-Linear Function
Partial Differentiation of Lagranges Function

Introduction of NLPP

Introduction of NLPP
Difference between LPP and NLPP
Classification of NLPP Problem

Exercise-1: (Calculation of Relative Maxima and Relative Minima)

Analysis of Exercise-1
Procedure to Calculate relative Maxima and relative Minima
Solution of Exercise-1: [1]
Solution of Exercise-1: [1]
Solution of Exercise-1: [3]
Solution of Exercise-1: [3]

Exercise-2: (Lagrangian Multiplier with Two variable and One Constraint)

Roadmap of Exercise-2
Analysis of Exercise-2
Procedure to Solve NLPP using Lagrangian Multiplier. (2-V,1-C)
Solution of Exercise-2 [1]
Solution of Exercise-2: [1]

Exercise-3 [Lagranigian Multiplier with Three Variables and One Constraint]

Roadmap of Exercise-3
Analysis of Exercise-3
Procedure to Solve NLPP using Lagrangian Multiplier.(3-V,1-C)
Solution of Exercise-3 [1]
Solution of Exercise-3 [1]

Exercise-4 [Lagranigian Multiplier with Two Variables and Two Constraint]

Roadmap of Exercise-4
Analysis of Exercise-4
Procedure to Solve NLPP using Lagrangian Multiplier.(2-V,2-C)
Solution of Exercise-4 [1]
Solution of Exercise-4 [1]

Exercise-5 [Lagranigian Multiplier with Three Variables and Two Constraint]

Roadmap of Exercise-5
Analysis of Exercise-5
Procedure to Solve NLPP using Lagrangian Multiplier.(3-V,2-C)
Solution of Exercise-5 [1]
Solution of Exercise-5 [1]

Exercise-6 [Kuhn Tucker Method with one Constraint]

Roadmap of Exercise-6
Analysis of Exercise-6
Procedure to Solve NLPP using Kuhn Tucker Method with One Constraint.
Solution of Exercise-6 [1]
Solution of Exercise-6 [1]

Exercise-7 [Kuhn Tucker Method with Two Constraint]

Roadmap of Exercise-7
Analysis of Exercise-7
Procedure to Solve NLPP using Kuhn Tucker Method with Two Constraint.
Solution of Exercise-7 [1]
Solution of Exercise-7 [1]

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3607896
udemy ID
11/1/2020
course created date
4/24/2021
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