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Applied Nature-Inspired Computing: Algorithms and Case Studies

Name: Applied Nature-Inspired Computing: Algorithms and Case Studies
Brand: Springer Verlag, Singapore
SKU: 22556958
Price: 102.69 EUR
Availability: InStock
Author: Nilanjan Dey
ISBN: 9789811392627

Nilanjan Dey

Amira S. Ashour

Siddhartha Bhattacharyya

Jazyk

Angličtina

Kniha Pevná

Libristo kód: 22556958

Nakladateľstvo Springer Verlag, Singapore, august 2019

This book presents a cutting-edge research procedure in the Nature-Inspired Computing (NIC) domain a... Celý popis

Libristo kód: 22556958

249 b

102.69 €

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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 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.