Constraint Programming Applications Course

38 Lessons
128 Students
Certificate of completion

Track:

Programming

Constraint Programming Applications course in hindi, in this course explore diverse applications of constraint programming techniques in solving complex real-world problems.

To Register in Course you have to watch at least 30 Second of any lesson

What You'll Learn

Master modeling real-world problems using constraint programming techniques and frameworks
Apply constraint satisfaction algorithms to optimize solutions in logistics and scheduling tasks
Implement constraint propagation methods to efficiently reduce search spaces in complex problems
Design and develop constraint-based solutions for resource allocation and planning challenges
Analyze and solve combinatorial problems using constraint programming approaches
Utilize constraint programming tools to improve decision-making in manufacturing and supply chain management
Evaluate the effectiveness of constraint programming models in various industry scenarios
Integrate constraint programming with other AI techniques for enhanced problem-solving capabilities
Troubleshoot and refine constraint models to increase solution accuracy and efficiency
Apply constraint programming principles to develop scalable solutions for large datasets
Use constraint programming to automate complex decision processes in real-world applications
Demonstrate practical skills in deploying constraint programming solutions in diverse industries

Course Content

38 Lessons • 32 h 6 m total

Computer Aided Applied Single Objective Optimization Introduction Video

4:34

Lec 1 Introduction to Optimization

2:04:22

Lec 2 Linear Regression

38:22

Lec 3 Multiple Polynomial and General Linear Least Square Regression

1:01:19

Lec 4 Nonlinear Regression

20:32

Lec 5 Regression MATLAB Implementation

47:33

Lec 6 Teaching Learning Based Optimization

1:18:31

Lec 7 Implementation of TLBO in MATLAB

1:06:43

Lec 8 Preliminary Statistical analysis for metaheuristic techniques

26:06

Lec 9 Preliminary Statistical analysis MATLAB implementation

19:25

Lec 10 Particle Swarm Optimization

1:11:36

Lec 11 Implementation of Particle Swarm Optimization using MATLAB

35:34

Lec 12 Differential Evolution

1:01:40

Lec 13 Implementation of Differential Evolution using MATLAB

43:57

Lec 14 Binary Coded Genetic Algorithm

1:03:40

Lec 15 Real Coded Genetic Algorithm

1:18:40

Lec 16 Implementation of Real Coded Genetic Algorithm using MATLAB

1:03:52

Lec 17 Artificial Bee Colony Algorithm

45:37

Lec 18 Working of Artificial Bee Colony Algorithm

45:04

Lec 19 Implementation of Artificial Bee Colony using MATLAB

1:09:18

Lec 20 Comparison of Variation Operators and Survival Strategies

15:54

Lec 21 Black Box Optimization Problems

14:41

Lec 22 Constraint Handling in Metaheuristic Techniques

1:13:37

Lec 23 Case Study Production planning

1:25:45

Lec 24 Case Study Production planning MATLAB Implementation

1:18:02

Lec 25 Parallelization and Vectorization of Fitness Function

33:40

Lec 26 Constraint Handling using Correction Approach

52:03

Lec 27 MATLAB inbuilt functions Linear Mixed Integer Linear Programming

51:55

Lec 28 MATLAB inbuilt functions Nonlinear Mixed Integer Nonlinear Programming

1:07:38

Lec 29 MATLAB Optimization Tool Options Output Function Vectorization Parallelization

33:04

Lec 30 MATLAB inbuilt functions Multi objective Optimization

27:10

Lec 31 Simplex Method for LP

36:17

Lec 32 Branch Bound Method for MILP

26:48

Lec 33 MILP formulation of Production Planning Problem

35:39

Lec 34 Generalized Algebraic Modelling System

1:10:24

Lec 35 Solution of Production Planning Problem using GAMS NEOS MIRO

50:29

Lec 36 IBM ILOG CPLEX Optimization Studio

1:05:20

Lec 37 Constraint Programming Applications in IBM ILOG CPLEX Optimization Studio

41:40

How to Get The Certificate

You must have an Account on the platform.
Complete all lessons.
Watch at least 50% of Lesson Duration.
Get your Certificate free 🎉 !

5.0 (2 reviews)

Overall rating

5.0 100%
4.0 0%
3.0 0%
2.0 0%
1.0 0%

Reviews

DIVYA DEEPAK MNDALIA

· 2yrs ago

learning new thing in short time.

Vishal Sanjay Gaikwad

· 2yrs ago

Brilliant sir

Constraint Programming Applications Course Description

Constraint Programming Applications course in hindi, in this course explore diverse applications of constraint programming techniques in solving complex real-world problems.

Focus on Learning, Not Ads

Experience the full power of Mindluster with Premium.
No distractions, just pure education.

Get Mindluster Premium

Cancel your subscription anytime