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Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory
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Complex Systems and Networks - Dynamics, Controls and Applications (Hardcover, 1st ed. 2016)
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Complex Systems and Networks - Dynamics, Controls and Applications (Hardcover, 1st ed. 2016)
Series: Understanding Complex Systems
Expected to ship within 12 - 17 working days
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This elementary book provides some state-of-the-art research
results on broad disciplinary sciences on complex networks. It
presents an in-depth study with detailed description of dynamics,
controls and applications of complex networks. The contents of this
book can be summarized as follows. First, the dynamics of complex
networks, for example, the cluster dynamic analysis by using kernel
spectral methods, community detection algorithms in bipartite
networks, epidemiological modeling with demographics and epidemic
spreading on multi-layer networks, are studied. Second, the
controls of complex networks are investigated including topics like
distributed finite-time cooperative control of multi-agent systems
by applying homogenous-degree and Lyapunov methods, composite
finite-time containment control for disturbed second-order
multi-agent systems, fractional-order observer design of
multi-agent systems, chaos control and anticontrol of complex
systems via Parrondos game and many more. Third, the applications
of complex networks provide some applicable carriers, which show
the importance of theories developed in complex networks. In
particular, a general model for studying time evolution of
transition networks, deflection routing in complex networks,
recommender systems for social networks analysis and mining,
strategy selection in networked evolutionary games, integration and
methods in computational biology, are discussed in detail.
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