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Nature-inspired computation in engineering

Author: Xin-She Yang
Publisher: Switzerland : Springer, 2016.
Series: Studies in computational intelligence, v. 637.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This timely review book summarizes the state-of-the-art developments in nature-inspired optimization algorithms and their applications in engineering. Algorithms and topics include the overview and history of nature-inspired algorithms, discrete firefly algorithm, discrete cuckoo search, plant propagation algorithm, parameter-free bat algorithm, gravitational search, biogeography-based algorithm, differential  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Xin-She Yang
ISBN: 9783319302355 3319302353 3319302337 9783319302331
OCLC Number: 945417059
Description: 1 online resource (x, 276 pages) : illustrations (some color).
Contents: Flower Pollination Algorithm and its Applications in Engineering --
An Evolutionary Discrete Firefly Algorithm with Novel Operators for Solving the Vehicle Routing Problem with TimeWindows --
The Plant Propagation Algorithm for Discrete Optimisation: The Case of the Travelling Salesman Problem --
Enhancing Cooperative Coevolution with Surrogate-Assisted Local Search --
Cuckoo Search: From Cuckoo Reproduction Strategy to Combinatorial Optimization --
Clustering Optimization for WSN based on Nature-Inspired Algorithms --
Discrete Firefly Algorithm for Recruiting Task in a Swarm of Robots --
Nature-Inspired Swarm Intelligence for Data Fitting in Reverse Engineering: Recent Advances and FutureTrends --
A Novel Fast Optimisation Algorithm Using Differential Evolution Algorithm Optimisation and Meta- Modelling Approach --
A Hybridization of Runner-Based and Seed-Based Plant Propagation Algorithm --
Gravitational Search Algorithm Applied to Cell Formation Problem --
Parameterless Bat Algorithm and its Performace Study.
Series Title: Studies in computational intelligence, v. 637.
Responsibility: Xin-She Yang, editor.

Abstract:

Algorithms and topics include the overviewand history of nature-inspired algorithms, discrete firefly algorithm, discretecuckoo search, plant propagation algorithm, parameter-free bat  Read more...

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