DNA Computing Based Genetic Algorithm is popular PDF and ePub book, written by Jili Tao in 2020-07-01, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, DNA Computing Based Genetic Algorithm can be Read Online from any device for your convenience.
DNA Computing Based Genetic Algorithm Book PDF Summary
This book focuses on the implementation, evaluation and application of DNA/RNA-based genetic algorithms in connection with neural network modeling, fuzzy control, the Q-learning algorithm and CNN deep learning classifier. It presents several DNA/RNA-based genetic algorithms and their modifications, which are tested using benchmarks, as well as detailed information on the implementation steps and program code. In addition to single-objective optimization, here genetic algorithms are also used to solve multi-objective optimization for neural network modeling, fuzzy control, model predictive control and PID control. In closing, new topics such as Q-learning and CNN are introduced. The book offers a valuable reference guide for researchers and designers in system modeling and control, and for senior undergraduate and graduate students at colleges and universities.
Detail Book of DNA Computing Based Genetic Algorithm PDF
- Author : Jili Tao
- Release : 01 July 2020
- Publisher : Springer Nature
- ISBN : 9789811554032
- Genre : Computers
- Total Page : 280 pages
- Language : English
- PDF File Size : 20,9 Mb
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