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Recent advances in swarm intelligence and evolutionary computation

Author: Xin-She Yang
Publisher: Cham : Springer, 2015. 2015
Series: Studies in computational intelligence, volume 585.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This timely review volume summarizes the state-of-the-art developments in nature-inspired algorithms and applications with the emphasis on swarm intelligence and bio-inspired computation. Topics include the analysis and overview of swarm intelligence and evolutionary computation, hybrid metaheuristic algorithms, bat algorithm, discrete cuckoo search, firefly algorithm, particle swarm optimization, and harmony search  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: 9783319138268 331913826X 3319138251 9783319138251
OCLC Number: 900086504
Description: 1 online resource (xi, 300 pages) : illustrations (some color).
Contents: Swarm Intelligence and Evolutionary Computation: Overview and Analysis --
Globally convergent hybridization of particle swarm optimization using line search-based derivative-free techniques Fireflies in the Fruits and Vegetables: Combining the Firefly Algorithm with Goal Programming for Setting Optimal Osmotic Dehydration Parameters of Produce --
Hybrid Metaheuristic Algorithms: Past, Present and Future --
Binary Flower Pollination Algorithm and Its Application to Feature Selection --
Bat Algorithm Application for the Single Row Facility Layout Problem --
Discrete Cuckoo Search Applied to Job Shop Scheduling Problem --
Cuckoo Search and Bat Algorithm Applied to Training Feed-Forward Neural Networks --
The Potential of the Firefly Algorithm for Damage Localization and Stiffness Identification --
Synthesizing Cross-Ambiguity Functions Using An Improved Bat Algorithm --
Sustainable Building Design: A Review on Recent Metaheuristic Methods --
Firefly Algorithm for Flow Shop Optimization --
Evaluation of Harmony Search and Differential Evolution Optimization Algorithms on Solving the Booster Station Optimization Problems in Water Distribution Networks --
Web Document Clustering by Using PSO-Based Cuckoo Search Clustering Algorithm --
Analysis of Trusses Using Particle Swarm Optimization.
Series Title: Studies in computational intelligence, volume 585.
Responsibility: Xin-She Yang, editor.

Abstract:

Recent Advances in Swarm Intelligence and Evolutionary Computation  Read more...

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