Evolutionary Optimization Algorithms
eBook - ePub

Evolutionary Optimization Algorithms

Altaf Q. H. Badar

Share book
  1. 296 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Evolutionary Optimization Algorithms

Altaf Q. H. Badar

Book details
Table of contents
Citations

About This Book

This comprehensive reference text discusses evolutionary optimization techniques, to find optimal solutions for single and multi-objective problems.

The text presents each evolutionary optimization algorithm along with its history and other working equations. It also discusses variants and hybrids of optimization techniques. The text presents step-by-step solution to a problem and includes software's like MATLAB and Python for solving optimization problems. It covers important optimization algorithms including single objective optimization, multi objective optimization, Heuristic optimization techniques, shuffled frog leaping algorithm, bacteria foraging algorithm and firefly algorithm.

Aimed at senior undergraduate and graduate students in the field of electrical engineering, electronics engineering, mechanical engineering, and computer science and engineering, this text:



  • Provides step-by-step solution for each evolutionary optimization algorithm.



  • Provides flowcharts and graphics for better understanding of optimization techniques.



  • Discusses popular optimization techniques include particle swarm optimization and genetic algorithm.



  • Presents every optimization technique along with the history and working equations.



  • Includes latest software like Python and MATLAB.

Frequently asked questions

How do I cancel my subscription?
Simply head over to the account section in settings and click on “Cancel Subscription” - it’s as simple as that. After you cancel, your membership will stay active for the remainder of the time you’ve paid for. Learn more here.
Can/how do I download books?
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
What is the difference between the pricing plans?
Both plans give you full access to the library and all of Perlego’s features. The only differences are the price and subscription period: With the annual plan you’ll save around 30% compared to 12 months on the monthly plan.
What is Perlego?
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Do you support text-to-speech?
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Is Evolutionary Optimization Algorithms an online PDF/ePUB?
Yes, you can access Evolutionary Optimization Algorithms by Altaf Q. H. Badar in PDF and/or ePUB format, as well as other popular books in Mathematics & Arithmetic. We have over one million books available in our catalogue for you to explore.

Information

Publisher
CRC Press
Year
2021
ISBN
9781000462166
Edition
1
Topic
Mathematics
Subtopic
Arithmetic
Index
Mathematics

Table of contents