{"product_id":"dna-computing-based-genetic-algorithm-applications-in-industrial-process-modeling-and-control-9789811554056","title":"DNA Computing Based Genetic Algorithm: Applications in Industrial Process Modeling and Control","description":"\u003cp\u003e • Author(s): Jili Tao\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Computer Science\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003eThis 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.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45278848057495,"sku":"9789811554056","price":10915.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9789811554056.webp?v=1769292027","url":"https:\/\/atlanticbooks.com\/products\/dna-computing-based-genetic-algorithm-applications-in-industrial-process-modeling-and-control-9789811554056","provider":"Atlantic Books","version":"1.0","type":"link"}