Last updated 4/2021
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.32 GB | Duration: 5h 23m
Non Linear Programming Problem, Maxima, Minima, Lagrangian Multiplier and Kuhn tucker Method
What you’ll 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
Requirements
No prerequisites are required because all prerequisites are covered in separate section at beginning before start of the course.
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
Overview
Section 1: Prerequisites-1[Computation of Determinant]
Lecture 1 Detrminant of[2×2]
Lecture 2 Determinant of[3×3]
Lecture 3 Determinant of[4×4]
Lecture 4 Determinant of[5×5]
Section 2: Prerequisites-2[ Partial Differentiation Evaluation]
Lecture 5 Partial Differentiation of Linear Function
Lecture 6 Partial Differentiation of Non-Linear Function
Lecture 7 Partial Differentiation of Lagranges Function
Section 3: Introduction of NLPP
Lecture 8 Introduction of NLPP
Lecture 9 Difference between LPP and NLPP
Lecture 10 Classification of NLPP Problem
Section 4: Exercise-1: (Calculation of Relative Maxima and Relative Minima)
Lecture 11 Analysis of Exercise-1
Lecture 12 Procedure to Calculate relative Maxima and relative Minima
Lecture 13 Solution of Exercise-1:[1]
Lecture 14 Solution of Exercise-1:[1]
Lecture 15 Solution of Exercise-1:[3]
Lecture 16 Solution of Exercise-1:[3]
Section 5: Exercise-2: (Lagrangian Multiplier with Two variable and One Constraint)
Lecture 17 Roadmap of Exercise-2
Lecture 18 Analysis of Exercise-2
Lecture 19 Procedure to Solve NLPP using Lagrangian Multiplier. (2-V,1-C)
Lecture 20 Solution of Exercise-2[1]
Lecture 21 Solution of Exercise-2:[1]
Section 6: Exercise-3[Lagranigian Multiplier with Three Variables and One Constraint]
Lecture 22 Roadmap of Exercise-3
Lecture 23 Analysis of Exercise-3
Lecture 24 Procedure to Solve NLPP using Lagrangian Multiplier.(3-V,1-C)
Lecture 25 Solution of Exercise-3[1]
Lecture 26 Solution of Exercise-3[1]
Section 7: Exercise-4[Lagranigian Multiplier with Two Variables and Two Constraint]
Lecture 27 Roadmap of Exercise-4
Lecture 28 Analysis of Exercise-4
Lecture 29 Procedure to Solve NLPP using Lagrangian Multiplier.(2-V,2-C)
Lecture 30 Solution of Exercise-4[1]
Lecture 31 Solution of Exercise-4[1]
Section 8: Exercise-5[Lagranigian Multiplier with Three Variables and Two Constraint]
Lecture 32 Roadmap of Exercise-5
Lecture 33 Analysis of Exercise-5
Lecture 34 Procedure to Solve NLPP using Lagrangian Multiplier.(3-V,2-C)
Lecture 35 Solution of Exercise-5[1]
Lecture 36 Solution of Exercise-5[1]
Section 9: Exercise-6[Kuhn Tucker Method with one Constraint]
Lecture 37 Roadmap of Exercise-6
Lecture 38 Analysis of Exercise-6
Lecture 39 Procedure to Solve NLPP using Kuhn Tucker Method with One Constraint.
Lecture 40 Solution of Exercise-6[1]
Lecture 41 Solution of Exercise-6[1]
Section 10: Exercise-7[Kuhn Tucker Method with Two Constraint]
Lecture 42 Roadmap of Exercise-7
Lecture 43 Analysis of Exercise-7
Lecture 44 Procedure to Solve NLPP using Kuhn Tucker Method with Two Constraint.
Lecture 45 Solution of Exercise-7[1]
Lecture 46 Solution of Exercise-7[1]
Engineering Students, Management Students, Mathematics Scholar and Research Scholar
Homepage
https://www.udemy.com/course/non-linear-programming-problem-for-academics-and-research/
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