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Yong Zhu
DNA Computing Based Genetic Algorithm
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3521647DNA Computing Based Genetic Algorithmhttps://www.gandhi.com.mx/dna-computing-based-genetic-algorithm-9789811554032/phttps://gandhi.vtexassets.com/arquivos/ids/2729252/6247c3ef-df79-4f5b-a152-1179afdef0ca.jpg?v=63838437353220000027323036MXNSpringer Nature SingaporeInStock/Ebooks/<p>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.</p>...3457945DNA Computing Based Genetic Algorithm27323036https://www.gandhi.com.mx/dna-computing-based-genetic-algorithm-9789811554032/phttps://gandhi.vtexassets.com/arquivos/ids/2729252/6247c3ef-df79-4f5b-a152-1179afdef0ca.jpg?v=638384373532200000InStockMXN99999DIEbook20209789811554032_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_<p>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.</p>...9789811554032_Springer Singapore(*_*)9789811554032_Springer Nature Singaporelibro_electonico_ad580409-fa94-3883-9ab9-520ea6cdbbd5_9789811554032;9789811554032_9789811554032Yong ZhuInglésMéxicoSpringer Nature Singapore2020-07-01T00:00:00+00:00