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    3. Applied Nature-Inspired Computing: Algorithms and Case Studies

    Applied Nature-Inspired Computing: Algorithms and Case Studies

    Posted By: AvaxGenius
    Date: 26 Apr 2020 23:44:12
    Applied Nature-Inspired Computing: Algorithms and Case Studies

    Applied Nature-Inspired Computing: Algorithms and Case Studies by Nilanjan Dey
    English | EPUB | 2020 | 281 Pages | ISBN : 9811392625 | 24.55 MB

    This book presents a cutting-edge research procedure in the Nature-Inspired Computing (NIC) domain and its connections with computational intelligence areas in real-world engineering applications. It introduces readers to a broad range of algorithms, such as genetic algorithms, particle swarm optimization, the firefly algorithm, flower pollination algorithm, collision-based optimization algorithm, bat algorithm, ant colony optimization, and multi-agent systems. In turn, it provides an overview of meta-heuristic algorithms, comparing the advantages and disadvantages of each.
    Moreover, the book provides a brief outline of the integration of nature-inspired computing techniques and various computational intelligence paradigms, and highlights nature-inspired computing techniques in a range of applications, including: evolutionary robotics, sports training planning, assessment of water distribution systems, flood simulation and forecasting, traffic control, gene expression analysis, antenna array design, and scheduling/dynamic resource management.
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