DNA Computing Based Genetic Algorithm

Name: DNA Computing Based Genetic Algorithm
Brand: Springer Verlag, Singapore
SKU: 9789811554056
Price: 3426 CZK
Availability: InStock

Applications in Industrial Process Modeling and Control

Autor: Ridong Zhang, Yong Zhu

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer Verlag, Singapore

Dostupnost: Skladem u dodavatele

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3 426 Kč

This book focuses on the implementation, evaluation and application of DNA/RNA-based genetic algorit...

Informace o knize

Autor

Ridong Zhang, Yong Zhu

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2021

Stránek

284

EAN

9789811554056

ISBN

9811554056

Enbook ID

36529359

Vydavatel

Springer Verlag, Singapore

Hmotnost

435

Rozměry

155 x 235 x 16

Kompletní popis

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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DNA Computing Based Genetic Algorithm

Applications in Industrial Process Modeling and Control

Informace o knize

Kompletní popis

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