DNA Computing Based Genetic Algorithm

Name: DNA Computing Based Genetic Algorithm
Brand: Springer Verlag, Singapore
SKU: 9789811554056
Price: 157.67 EUR
Availability: InStock

Applications in Industrial Process Modeling and Control

Автор: Ridong Zhang, Yong Zhu

Език:

Корици: С меки корици

Издател: Springer Verlag, Singapore

Наличност: Външен склад

Изпращаме след 5-8 дни

157.67 € 308.37 лв

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

Информация за книгата

Автор

Ridong Zhang, Yong Zhu

Език

Английски език

Корици

Книга - С меки корици

Издадена

2021

страници

284

EAN

9789811554056

ISBN

9811554056

Enbook ID

36529359

Издател

Springer Verlag, Singapore

Теглоt

435

Размери

155 x 235 x 16

Пълно описание

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

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също