DNA Computing Based Genetic Algorithm

Name: DNA Computing Based Genetic Algorithm
Brand: Springer Verlag, Singapore
SKU: 9789811554025
Price: 57749 HUF
Availability: InStock

Applications in Industrial Process Modeling and Control

Szerző: Jili Tao, Ridong Zhang, Yong Zhu

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer Verlag, Singapore

Elérhetőség: Beszállítói készleten

Küldés 10-13 napon belül

57 749 Ft

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

Információk a könyvről

Szerző

Jili Tao, Ridong Zhang, Yong Zhu

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2020

oldal

274

EAN

9789811554025

Enbook ID

28722055

Kiadó

Springer Verlag, Singapore

Súly

594

Méretek

155 x 235 x 21

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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DNA Computing Based Genetic Algorithm

Applications in Industrial Process Modeling and Control

Információk a könyvről

Teljes leírás

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