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Recent advances in swarm intelligence and evolutionary computation [electronic resource] / Xin-She Yang, editor.

Yang, Xin-She, editor.
2015
Q337.3
Available Online
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Title
Recent advances in swarm intelligence and evolutionary computation [electronic resource] / Xin-She Yang, editor.
ISBN
9783319138268 electronic book
331913826X electronic book
9783319138251
DOI
https://doi.org/10.1007/978-3-319-13826-8
Published
Cham : Springer, 2015.
Language
English
Description
1 online resource (xi, 300 pages) : illustrations (some color).
Item Number
10.1007/978-3-319-13826-8 doi
Call Number
Q337.3
Dewey Decimal Classification
006.3/824
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 as well as convergent hybridization. Application case studies have focused on the dehydration of fruits and vegetables by the firefly algorithm and goal programming, feature selection by the binary flower pollination algorithm, job shop scheduling, single row facility layout optimization, training of feed-forward neural networks, damage and stiffness identification, synthesis of cross-ambiguity functions by the bat algorithm, web document clustering, truss analysis, water distribution networks, sustainable building designs and others. As a timely review, this book can serve as an ideal reference for graduates, lecturers, engineers and researchers in computer science, evolutionary computing, artificial intelligence, machine learning, computational intelligence, data mining, engineering optimization and designs.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed January 13, 2015).
Added Author
Yang, Xin-She, editor.
Series
Studies in computational intelligence ; volume 585.
Available in Other Form
Print version: 9783319138251
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All Resources
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.

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