Könyv DNA Computing Based Genetic Algorithm Ridong Zhang

DNA Computing Based Genetic Algorithm

Applications in Industrial Process Modeling and Control

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
57 749 Ft
This book focuses on the implementation, evaluation and application of DNA/RNA-based genetic algorit...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2021
oldal
284
EAN
9789811554056
ISBN
9811554056
Enbook ID
36529359
Súly
435
Méretek
155 x 235 x 16

Teljes leírás

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.

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