{"product_id":"dna-computing-based-genetic-algorithm-9789811554032","title":"DNA Computing Based Genetic Algorithm","description":"\u003cp\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":"Gardners","offers":[{"title":"Default Title","offer_id":53646999093527,"sku":null,"price":16203.04,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9789811554032.jpg?v=1783516858","url":"https:\/\/payment.letskitaboo.com\/te\/products\/dna-computing-based-genetic-algorithm-9789811554032","provider":"Kitaboo One eStore","version":"1.0","type":"link"}