{"product_id":"natural-computing-with-python-learn-to-implement-genetic-and-evolutionary-algorithms-to-solve-problems-in-a-pythonic-way-paperback","title":"Natural Computing with Python: Learn to implement genetic and evolutionary algorithms to solve problems in a pythonic way - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eGiancarlo Zaccone\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003cb\u003eStep-by-step guide to learn and solve complex computational problems with Nature Inspired algorithms.\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e \u003cb\u003eKey Features\u003c\/b\u003e\u003c\/p\u003e\u003cli\u003eArtificial Neural Networks\u003c\/li\u003e\u003cli\u003eDeep Learning models using Keras\u003c\/li\u003e\u003cli\u003eQuantum Computers and Programming\u003c\/li\u003e\u003cli\u003eGenetic Algorithms, CNN and RNNs\u003c\/li\u003e\u003cli\u003eSwarm Intelligence Systems\u003c\/li\u003e\u003cli\u003e Reinforcement Learning using OpenAI\u003c\/li\u003e\u003cli\u003eArtificial Life\u003c\/li\u003e \u003cli\u003eDNA computing\u003c\/li\u003e \u003cli\u003eFractals\u003c\/li\u003e\u003cbr\u003e\u003cb\u003eDescription\u003c\/b\u003e\u003cbr\u003eNatural 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.\u003cbr\u003e\u003cbr\u003e 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, you'll 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, Langton's ant, etc. \u003cbr\u003e\u003cbr\u003e The latter half of the book will introduce you to the world of Fractals such as such as the Cantor Set and the Mandelbro 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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eWhat Will You Learn\u003c\/b\u003e\u003cbr\u003e\u003cli\u003eMastering Artificial Neural Networks\u003c\/li\u003e\u003cli\u003eDeveloping Artificial Intelligence systems \u003c\/li\u003e\u003cli\u003eResolving complex problems with Genetic Programming and Swarm intelligence algorithms\u003c\/li\u003e\u003cli\u003eProgramming Quantum Computers\u003c\/li\u003e\u003cli\u003eExploring the mathematical world of fractals\u003c\/li\u003e\u003cli\u003eSimulating complex systems by Cellular Automata\u003c\/li\u003e\u003cli\u003eUnderstanding the basics of DNA computation\u003c\/li\u003e\u003cbr\u003e\u003cbr\u003e \u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cbr\u003eThis book is for all science enthusiasts, in particular who want to understand what are the links between computer sciences and natural systems. Interested readers should have good skills in math and python programming along with some basic knowledge of physics and biology. . Although, some knowledge of the topics covered in the book will be helpful, it is not essential to have worked with the tools covered in the book.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cli\u003eNeural Networks\u003c\/li\u003e\u003cli\u003eDeep Learning \u003c\/li\u003e\u003cli\u003e Genetic Programming\u003c\/li\u003e \u003cli\u003eSwarm Intelligence\u003c\/li\u003e\u003cli\u003e Cellular Automata \u003c\/li\u003e\u003cli\u003e Fractals\u003c\/li\u003e \u003cli\u003eQuantum Computing\u003c\/li\u003e\u003cli\u003eDNA Computing \u003c\/li\u003e\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003eGiancarlo Zaccone has over ten years of experience in managing research projects in scientific and industrial areas. \u003cbr\u003eHe is a Software and Systems Engineer Consultant at European Space Agency (ESTEC).\u003cbr\u003eGiancarlo holds a master's degree in Physics and an advanced master's degree in Scientific Computing at La Sapienza of Rome. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eHis LinkedIn Profile: \u003c\/b\u003e https: \/\/www.linkedin.com\/in\/giancarlozaccone\/\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 280\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.59 x 9.25 x 7.5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e June 21, 2019\u003c\/div\u003e\n            ","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":43155318374463,"sku":"9789388511612","price":40.48,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/FnbWAhw-7t9789388511612.webp?v=1776963854","url":"https:\/\/dhlswag.com\/products\/natural-computing-with-python-learn-to-implement-genetic-and-evolutionary-algorithms-to-solve-problems-in-a-pythonic-way-paperback","provider":"BBB","version":"1.0","type":"link"}