{"product_id":"artificial-intelligence-and-quantum-computing-for-advanced-wireless-networks-9781119790297","title":"Artificial Intelligence and Quantum Computing for Advanced Wireless Networks","description":"\u003cb\u003eARTIFICIAL INTELLIGENCE AND QUANTUM COMPUTING FOR ADVANCED WIRELESS NETWORKS\u003c\/b\u003e \u003cp\u003e\u003cb\u003eA comprehensive presentation\u003c\/b\u003e \u003cb\u003eof the implementation \u003c\/b\u003e\u003cb\u003eof artificial intelligence and quantum computing technology in large-scale communication networks\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eIncreasingly dense and flexible wireless networks require the use of artificial intelligence (AI) for planning network deployment, optimization, and dynamic control. Machine learning algorithms are now often used to predict traffic and network state in order to reserve resources for smooth communication with high reliability and low latency.\u003c\/p\u003e \u003cp\u003eIn \u003ci\u003eArtificial Intelligence and Quantum Computing for Advanced Wireless Networks\u003c\/i\u003e, the authors deliver a practical and timely review of AI-based learning algorithms, with several case studies in both Python and R. The book discusses the game-theory-based learning algorithms used in decision making, along with various specific applications in wireless networks, like channel, network state, and traffic prediction. Additional chapters include Fundamentals of ML, Artificial Neural Networks (NN), Explainable and Graph NN, Learning Equilibria and Games, AI Algorithms in Networks, Fundamentals of Quantum Communications, Quantum Channel, Information Theory and Error Correction, Quantum Optimization Theory, and Quantum Internet, to name a few.\u003c\/p\u003e \u003cp\u003eThe authors offer readers an intuitive and accessible path from basic topics on machine learning through advanced concepts and techniques in quantum networks. Readers will benefit from: \u003c\/p\u003e \u003cul\u003e \u003cli\u003eA thorough introduction to the fundamentals of machine learning algorithms, including linear and logistic regression, decision trees, random forests, bagging, boosting, and support vector machines\u003c\/li\u003e \u003cli\u003eAn exploration of artificial neural networks, including multilayer neural networks, training and backpropagation, FIR architecture spatial-temporal representations, quantum ML, quantum information theory, fundamentals of quantum internet, and more\u003c\/li\u003e \u003cli\u003eDiscussions of explainable neural networks and XAI\u003c\/li\u003e \u003cli\u003eExaminations of graph neural networks, including learning algorithms and linear and nonlinear GNNs in both classical and quantum computing technology\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003ePerfect for network engineers, researchers, and graduate and masters students in computer science and electrical engineering, \u003ci\u003eArtificial Intelligence and Quantum Computing for Advanced Wireless Networks\u003c\/i\u003e is also an indispensable resource for IT support staff, along with policymakers and regulators who work in technology.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eSavo G. Glisic\u003c\/b\u003e is Research Professor at Worcester Polytechnic Institute, Massachusetts, USA. His research interests include network optimization theory, network topology control and graph theory, cognitive networks, game theory, artificial intelligence, and quantum computing technology.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eBeatriz Lorenzo\u003c\/b\u003e is Assistant Professor in the Department of Electrical and Computer Engineering at the University of Massachusetts Amherst, USA. Her research interests include the areas of communication networks, wireless networks, and mobile computing.\u003cbr\u003e\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":50862069874962,"sku":"9781119790297","price":153.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_087258bd-1574-4918-bb98-b09c3e6b391e.jpg?v=1737611935","url":"https:\/\/surprise-castle.myshopify.com\/products\/artificial-intelligence-and-quantum-computing-for-advanced-wireless-networks-9781119790297","provider":"Surprise Castle","version":"1.0","type":"link"}