Isbn: 9789811554056 - dna computing based genetic algorithm: applications in industrial process modeling and control (4 Ergebnisse)

Zustand: New. In English.

Taschenbuch. Zustand: Neu. DNA Computing Based Genetic Algorithm | Applications in Industrial Process Modeling and Control | Jili Tao (u. a.) | Taschenbuch | ix | Englisch | 2021 | Springer | EAN 9789811554056 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.…

Paperback. Zustand: Brand New. 283 pages. 9.25x6.10x0.60 inches. In Stock.

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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.…