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Applied Nature-Inspired Computing: Algorithms and Case Studies -

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2019-08-24
101,63 € 169,38 €

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Saadetis 17-23 tööpäeva jooksul

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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 algor ... Täielik kirjeldus

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Kirjeldus

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.

Lisateave

Kirjastaja Springer Nature Singapore
Series Springer Tracts in Nature-Inspired Computing
Väljalaskeaasta 2019
Kaanetüüp Kõvakaaneline
EAN 9789811392627
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Te vaatate: Applied Nature-Inspired Computing: Algorithms and Case Studies
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101,63 € 169,38 €