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Advances in Swarm Intelligence

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Cover of 'Advances in Swarm Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 Particle Swarm Optimization: A Powerful Family of Stochastic Optimizers. Analysis, Design and Application to Inverse Modelling
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    Chapter 2 Building Computational Models of Swarms from Simulated Positional Data
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    Chapter 3 Robustness and Stagnation of a Swarm in a Cooperative Object Recognition Task
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    Chapter 4 Enforced Mutation to Enhancing the Capability of Particle Swarm Optimization Algorithms
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    Chapter 5 Normalized Population Diversity in Particle Swarm Optimization
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    Chapter 6 Particle Swarm Optimization with Disagreements
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    Chapter 7 PSOslope: A Stand-Alone Windows Application for Graphical Analysis of Slope Stability
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    Chapter 8 A Review of the Application of Swarm Intelligence Algorithms to 2D Cutting and Packing Problem
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    Chapter 9 Inertia Weight Adaption in Particle Swarm Optimization Algorithm
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    Chapter 10 Nonlinear Inertia Weight Variation for Dynamic Adaptation in Particle Swarm Optimization
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    Chapter 11 An Adaptive Tribe-Particle Swarm Optimization
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    Chapter 12 A Novel Hybrid Binary PSO Algorithm
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    Chapter 13 PSO Algorithm with Chaos and Gene Density Mutation for Solving Nonlinear Zero-One Integer Programming Problems
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    Chapter 14 A New Binary PSO with Velocity Control
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    Chapter 15 Adaptive Particle Swarm Optimization Algorithm for Dynamic Environments
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    Chapter 16 An Improved Particle Swarm Optimization with an Adaptive Updating Mechanism
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    Chapter 17 Mortal Particles: Particle Swarm Optimization with Life Span
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    Chapter 18 PSO Based Pseudo Dynamic Method for Automated Test Case Generation Using Interpreter
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    Chapter 19 Reactive Power Optimization Based on Particle Swarm Optimization Algorithm in 10kV Distribution Network
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    Chapter 20 Clustering-Based Particle Swarm Optimization for Electrical Impedance Imaging
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    Chapter 21 A PSO- Based Robust Optimization Approach for Supply Chain Collaboration with Demand Uncertain
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    Chapter 22 A Multi-valued Discrete Particle Swarm Optimization for the Evacuation Vehicle Routing Problem
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    Chapter 23 A NichePSO Algorithm Based Method for Process Window Selection
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    Chapter 24 Efficient WiFi-Based Indoor Localization Using Particle Swarm Optimization
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    Chapter 25 Using PSO Algorithm for Simple LSB Substitution Based Steganography Scheme in DCT Transformation Domain
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    Chapter 26 Numerical Integration Method Based on Particle Swarm Optimization
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    Chapter 27 Identification of VSD System Parameters with Particle Swarm Optimization Method
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    Chapter 28 PSO-Based Emergency Evacuation Simulation
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    Chapter 29 Training Spiking Neurons by Means of Particle Swarm Optimization
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    Chapter 30 Clustering Aggregation for Improving Ant Based Clustering
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    Chapter 31 Multi-cellular-ant Algorithm for Large Scale Capacity Vehicle Route Problem
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    Chapter 32 Ant Colony Optimization for Global White Matter Fiber Tracking
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    Chapter 33 An Efficient Bee Behavior-Based Multi-function Routing Algorithm for Network-on-Chip
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    Chapter 34 Artificial Bee Colony Based Mapping for Application Specific Network-on-Chip Design
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    Chapter 35 Using Artificial Bee Colony to Solve Stochastic Resource Constrained Project Scheduling Problem
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    Chapter 36 Brain Storm Optimization Algorithm
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    Chapter 37 Human Group Optimizer with Local Search
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    Chapter 38 Average-Inertia Weighted Cat Swarm Optimization
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    Chapter 39 Standby Redundancy Optimization with Type-2 Fuzzy Lifetimes
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    Chapter 40 Oriented Search Algorithm for Function Optimization
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    Chapter 41 Evolution of Cooperation under Social Norms in Non-structured Populations
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    Chapter 42 Collaborative Optimization under a Control Framework for ATSP
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    Chapter 43 Bio-Inspired Dynamic Composition and Reconfiguration of Service-Oriented Internetware Systems
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    Chapter 44 A Novel Search Interval Forecasting Optimization Algorithm
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    Chapter 45 A Danger Theory Inspired Learning Model and Its Application to Spam Detection
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    Chapter 46 Research of Hybrid Biogeography Based Optimization and Clonal Selection Algorithm for Numerical Optimization
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    Chapter 47 The Hybrid Algorithm of Biogeography Based Optimization and Clone Selection for Sensors Selection of Aircraft
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    Chapter 48 A Modified Artificial Immune Network for Feature Extracting
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    Chapter 49 Novel Binary Encoding Differential Evolution Algorithm
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    Chapter 50 Adaptive Learning Differential Evolution for Numeric Optimization
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    Chapter 51 Differential Evolution with Improved Mutation Strategy
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    Chapter 52 Gaussian Particle Swarm Optimization with Differential Evolution Mutation
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    Chapter 53 Evolving Neural Networks: A Comparison between Differential Evolution and Particle Swarm Optimization
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    Chapter 54 Identification of Hindmarsh-Rose Neuron Networks Using GEO Metaheuristic
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    Chapter 55 Delay-Dependent Stability Criterion for Neural Networks of Neutral-Type with Interval Time-Varying Delays and Nonlinear Perturbations
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    Chapter 56 Application of Generalized Chebyshev Neural Network in Air Quality Prediction
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    Chapter 57 Financial Time Series Forecast Using Neural Network Ensembles
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    Chapter 58 Selection of Software Reliability Model Based on BP Neural Network
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    Chapter 59 Atavistic Strategy for Genetic Algorithm
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    Chapter 60 An Improved Co-Evolution Genetic Algorithm for Combinatorial Optimization Problems
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    Chapter 61 Recursive Structure Element Decomposition Using Migration Fitness Scaling Genetic Algorithm
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    Chapter 62 A Shadow Price Guided Genetic Algorithm for Energy Aware Task Scheduling on Cloud Computers
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    Chapter 63 A Solution to Bipartite Drawing Problem Using Genetic Algorithm
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    Chapter 64 Evaluation of Two-Stage Ensemble Evolutionary Algorithm for Numerical Optimization
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    Chapter 65 A Novel Genetic Programming Algorithm for Designing Morphological Image Analysis Method
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    Chapter 66 Optimizing Single-Source Capacitated FLP in Fuzzy Decision Systems
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    Chapter 67 New Results on a Fuzzy Granular Space
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    Chapter 68 Fuzzy Integral Based Data Fusion for Protein Function Prediction
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    Chapter 69 Gene Clustering Using Particle Swarm Optimizer Based Memetic Algorithm
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    Chapter 70 Hybrid Particle Swarm Optimization with Biased Mutation Applied to Load Flow Computation in Electrical Power Systems
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    Chapter 71 Simulation of Routing in Nano-Manipulation for Creating Pattern with Atomic Force Microscopy Using Hybrid GA and PSO-AS Algorithms
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    Chapter 72 Neural Fuzzy Forecasting of the China Yuan to US Dollar Exchange Rate — A Swarm Intelligence Approach
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    Chapter 73 A Hybrid Model for Credit Evaluation Problem
Overall attention for this book and its chapters
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Title
Advances in Swarm Intelligence
Published by
Springer Berlin Heidelberg, May 2011
DOI 10.1007/978-3-642-21515-5
ISBNs
978-3-64-221514-8, 978-3-64-221515-5
Editors

Tan, Ying, Shi, Yuhui, Chai, Yi, Wang, Guoyin, Tan, Ying, Shi, Yuhui, Chai, Yi, Wang, Guoyin

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Geographical breakdown

Country Count As %
Unknown 1 100%

Demographic breakdown

Readers by professional status Count As %
Student > Doctoral Student 1 100%
Readers by discipline Count As %
Engineering 1 100%