Download ~ DNA Computing Based Genetic Algorithm by Jili Tao, Ridong Zhang & Yong Zhu ~ eBook PDF Kindle ePub Free
eBook details
- Title: DNA Computing Based Genetic Algorithm
- Author : Jili Tao, Ridong Zhang & Yong Zhu
- Release Date : January 01, 2020
- Genre: Computers,Books,Computers & Internet,Professional & Technical,Engineering,
- Pages : * pages
- Size : 34121 KB
Description
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.
