{"product_id":"dna-computing-based-genetic-algorithm-applications-in-industrial-process-modeling-and-control-von-jili-tao-ridong-zhang-yong-zhu","title":"DNA Computing Based Genetic Algorithm","description":"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. \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789811554056\"\u003e\u003ch3\u003eApplications in Industrial Process Modeling and Control\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789811554025\"\u003e\u003ch3\u003eApplications in Industrial Process Modeling and Control\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9789811554056","offer_id":40150872031325,"sku":"9789811554056","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9789811554025","offer_id":32650980556893,"sku":"9789811554025","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/8881e917-c3bb-4d65-9972-32eac6f485a3.jpg?v=1772261585","url":"https:\/\/shop.autorenwelt.de\/products\/dna-computing-based-genetic-algorithm-applications-in-industrial-process-modeling-and-control-von-jili-tao-ridong-zhang-yong-zhu","provider":"Autorenwelt Shop","version":"1.0","type":"link"}