Finding the global maxima of stalagmite function using genetic algorithm

In this project you will learn the optimization techniques using the genetic algorithm to get the global maxima of the stalagmite function and as an outcome, will come to know about the process of optimizing the particular function

  • Duration : 1 Month
  • Domain : MECHANICAL ENGINEERING, AUTOMOBILE ENGINEERING, AEROSPACE ENGINEERING
  • Benefits : In this project you will learn the optimization techniques using the genetic algorithm to get the global maxima of the stalagmite function and as an outcome, will come to know about the process of optimizing the particular function
  • Price : 10000
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What will you do in this project?

In this project, you will work on the optimization techniques using genetic algorithm. You will do the following in this project,

  • You will be learning the basic techniques of optimization using MATLAB
  • The syntax of Genetic algorithm should be learned
  • And you will apply ga to a stalagmite mathematical model
  • To learn how to get the maximum point of the stalagmite function using GA
  • To study about the working of ga

  • Learning the MATLAB basics in optimization process
  • Scripting the MATLAB code for the genetic algorithm
  • Conducting different studies for the stalagmite function using different variations of GA
  • Getting the global maxima of the stalagmite function through various studies

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Project Highlights

Work on professional project
  • This project will give you the insight of research and design analysis in almost all domains of engineering
  • You will be getting an idea of complex optimization techniques that are carried out in the product designs
Pre-requisites
  • Familiar with coding algorithms
  • Need to know the basics of MATLAB commands
Project outcomes

  • Will know about the MATLAB scripting
  • Optimization techniques with stalagmite function will be learned
  • Know about the theory behind the genetic algorithm
  • Know about the GA solvers in MATLAB
  • Process of getting the global maximum point of the function using MATLAB will be cleared 



Finding the global maxima of stalagmite function using genetic algorithm

In this project your main target is to find the global maximum point of the function which you are defining using the genetic algorithm which is one of the optimization algorithms and it will tend to give you the global values for the defined function. And the function which you are using in this project is the stalagmite function. You will be scripting a code in MATLAB to get the optimized maximum value of the function with some constraints if you defined. And there are three main studies in this project. And the different studies will give you the different insights of the process and will make your results accurate enough. The output of the genetic algorithm will show the final optimum value of the function.

  • Learning about the optimization processes
  • Knowledge about the genetic algorithm in MATLAB
  • Conduction studies to get the best output from ga

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Frequently Asked Questions

1How is this project going to help me?

SKILL-LYNC projects are mapped closely with what industry expects. When you work on a SKILL-LYNC project and publish it in your profile, recruiters are automatically notified about your profile.  Your project submissions are graded so that students can get critical feedback on your work

2Can I add this project in my resume?

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3What are the pre-requisites for this project?

  • A few premium projects might require a prior understanding of fundamental concepts
  • In such a case, you will be given access to appropriate learning materials to first learn those concepts before jumping to the project


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