Applied Swarm Intelligence (英語) ハードカバー – 2021/2/15
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This book offers a comprehensive analysis of the variety of tools and techniques used today for the design and modeling of efficient and robust swarm-intelligence based systems: highly (or fully) decentralized, semi-autonomous, highly-scalable infrastructures in various real-life scenarios. Among others, the book reviews the use of the swarm intelligence paradigm in financial investment, blockchain protocols design, shared transportation systems, communication networks, and military applications. Theoretical and practical limitations of such systems are discussed, as well as trade-offs between the various economic and operational parameters of the systems. The book is intended for researchers and engineers in the fields of swarms systems, economics and operation research.Key Features • Explains, in a detailed and clear way, the mathematical principles behind swarm intelligence • Illustrates how swarm intelligence can be used in real-world systems • Reviews leading state-of-the-art approaches in the design and modeling of swarm systems today
Dr. Altshuler is an expert on the mathematical aspects of networks and communities, and the way local interactions are translated to macro-scale behaviors. Altshuler graduated his BA and PhD (Computer Science) at the Israel Institute of Technology (Technion), followed by 3 years post-doc at MIT Media Lab. Published a book on Security and Privacy in Social Networks (2012), and a second one about Swarms and Network Intelligence (2017). Published over 60 scientific papers and 15 patents. His research was covered by Harvard Business Review, Financial Times, Communications of the ACM, The Globe, IEEE Spectrum and others. Together with Prof. Alex “Sandy” Pentland at MIT developed the new science of Social Physics.