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Giancarlo Zaccone
Natural Computing with Python
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2025084Natural Computing with Pythonhttps://www.gandhi.com.mx/natural-computing-with-python-2/phttps://gandhi.vtexassets.com/arquivos/ids/188549/08fe5b22-24a8-49ce-b9bb-fd71271ab08c.jpg?v=638333741339600000268372MXNBPB PublicationsInStock/Ebooks/<p>Natural Computing is the field of research inspired by nature, that allows the development of new algorithms to solve complex problems, leads to the synthesis of natural models, and may result in the design of new computing systems. This book exactly aims to educate you with practical examples on topics of importance associated with research field of Natural computing.The initial few chapters will quickly walk you through Neural Networks while describing deep learning architectures such as CNN, RNN and AutoEncoders using Keras. As you progress further, youll gain understanding to develop genetic algorithm to solve traveling saleman problem, implement swarm intelligence techniques using the SwarmPackagePy and Cellular Automata techniques such as Game of Life, Langtons ant, etc. The latter half of the book will introduce you to the world of Fractals such as such as the Cantor Set and the Mandelbrot Set, develop a quantum program with the QiSkit tool that runs on a real quantum computing platform, namely the IBM Q Machine and a Python simulation of the Adleman experiment that showed for the first time the possibility of performing computations at the molecular level.</p>...1985121Natural Computing with Python268372https://www.gandhi.com.mx/natural-computing-with-python-2/phttps://gandhi.vtexassets.com/arquivos/ids/188549/08fe5b22-24a8-49ce-b9bb-fd71271ab08c.jpg?v=638333741339600000InStockMXN99999DIEbook20199789388511612_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9789388511612_<p>Natural Computing is the field of research inspired by nature, that allows the development of new algorithms to solve complex problems, leads to the synthesis of natural models, and may result in the design of new computing systems. This book exactly aims to educate you with practical examples on topics of importance associated with research field of Natural computing.The initial few chapters will quickly walk you through Neural Networks while describing deep learning architectures such as CNN, RNN and AutoEncoders using Keras. As you progress further, youll gain understanding to develop genetic algorithm to solve traveling saleman problem, implement swarm intelligence techniques using the SwarmPackagePy and Cellular Automata techniques such as Game of Life, Langtons ant, etc. The latter half of the book will introduce you to the world of Fractals such as such as the Cantor Set and the Mandelbrot Set, develop a quantum program with the QiSkit tool that runs on a real quantum computing platform, namely the IBM Q Machine and a Python simulation of the Adleman experiment that showed for the first time the possibility of performing computations at the molecular level.</p>...9789388511612_BPB Publicationslibro_electonico_27b37a9a-603d-35f6-bce7-1b5e00a41f4a_9789388511612;9789388511612_9789388511612Giancarlo ZacconeInglésMéxicohttps://getbook.kobo.com/koboid-prod-public/bpbonline-epub-ebe68488-7271-4796-9fe0-fe6a77c7dc6c.epub2019-01-01T00:00:00+00:00BPB Publications