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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 Comparative Analysis of Swarm-Based Metaheuristic Algorithms on Benchmark Functions
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    Chapter 2 A Mathematical Model of Information Theory: The Superiority of Collective Knowledge and Intelligence
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    Chapter 3 Modelling and Verification Analysis of the Predator-Prey System via a First Order Logic Approach
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    Chapter 4 Flock Diameter Control in a Collision-Avoiding Cucker-Smale Flocking Model
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    Chapter 5 Building a Simulation Model for Distributed Human-Based Evolutionary Computation
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    Chapter 6 Model of Interruptions in Swarm Unit
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    Chapter 7 Dolphin Pod Optimization
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    Chapter 8 Teaching-Learning-Feedback-Based Optimization
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    Chapter 9 Magnetotactic Bacteria Optimization Algorithm Based on Moment Interaction Energy
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    Chapter 10 A Guide Sign Optimization Problem for an Added Road Based on Bird Mating Optimizer
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    Chapter 11 LGWO: An Improved Grey Wolf Optimization for Function Optimization
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    Chapter 12 An Improved Monarch Butterfly Optimization with Equal Partition and F/T Mutation
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    Chapter 13 A Scalability Analysis of Particle Swarm Optimization Roaming Behaviour
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    Chapter 14 The Analysis of Strategy for the Boundary Restriction in Particle Swarm Optimization Algorithm
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    Chapter 15 Particle Swarm Optimization with Ensemble of Inertia Weight Strategies
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    Chapter 16 Hybrid Comprehensive Learning Particle Swarm Optimizer with Adaptive Starting Local Search
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    Chapter 17 A Bare Bones Particle Swarm Optimization Algorithm with Dynamic Local Search
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    Chapter 18 Improving Multi-layer Particle Swarm Optimization Using Powell Method
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    Chapter 19 On the Improvement of PSO Scripts for Slope Stability Analysis
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    Chapter 20 A High-Dimensional Particle Swarm Optimization Based on Similarity Measurement
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    Chapter 21 A Center Multi-swarm Cooperative Particle Swarm Optimization with Ratio and Proportion Learning
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    Chapter 22 A Discrete Particle Swarm Algorithm for Combinatorial Auctions
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    Chapter 23 Registration of GPS and Stereo Vision for Point Cloud Localization in Intelligent Vehicles Using Particle Swarm Optimization
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    Chapter 24 Immersed Tunnel Element Translation Control Under Current Flow Based on Particle Swarm Optimization
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    Chapter 25 Solving Inverse Kinematics with Vector Evaluated Particle Swarm Optimization
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    Chapter 26 Particle Swarm Optimization for the Machine Repair Problem with Working Breakdowns
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    Chapter 27 Intelligent Behavioral Design of Non-player Characters in a FPS Video Game Through PSO
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    Chapter 28 An Improved Ant Colony Optimization with Subpath-Based Pheromone Modification Strategy
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    Chapter 29 Decentralized Congestion Control in Random Ant Interaction Networks
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    Chapter 30 An Energy-Saving Routing Strategy Based on Ant Colony Optimization in Wireless Sensor Networks
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    Chapter 31 Pheromone Inspired Morphogenic Distributed Control for Self-organization of Autonomous Aerial Robots
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    Chapter 32 Solving the Selective Pickup and Delivery Problem Using Max-Min Ant System
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    Chapter 33 An Improved Ant-Driven Approach to Navigation and Map Building
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    Chapter 34 A Multi-cores Parallel Artificial Bee Colony Optimization Algorithm Based on Fork/Join Framework
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    Chapter 35 Identification of Common Structural Motifs in RNA Sequences Using Artificial Bee Colony Algorithm for Optimization
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    Chapter 36 A Mixed Artificial Bee Colony Algorithm for the Time-of-Use Pricing Optimization
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    Chapter 37 Optimization of Office-Space Allocation Problem Using Artificial Bee Colony Algorithm
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    Chapter 38 Enhancing Exploration and Exploitation of NSGA-II with GP and PDL
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    Chapter 39 A Novel Strategy to Control Population Diversity and Convergence for Genetic Algorithm
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    Chapter 40 Consecutive Meals Planning by Using Permutation GA: Evaluation Function Proposal for Measuring Appearance Order of Meal’s Characteristics
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    Chapter 41 Improving Jaccard Index Using Genetic Algorithms for Collaborative Filtering
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    Chapter 42 Optimizing Least-Cost Steiner Tree in Graphs via an Encoding-Free Genetic Algorithm
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    Chapter 43 An Energy Minimized Solution for Solving Redundancy of Underwater Vehicle-Manipulator System Based on Genetic Algorithm
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    Chapter 44 Study of an Improved Genetic Algorithm for Multiple Paths Automatic Software Test Case Generation
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    Chapter 45 An Adaptive Differential Evolution with Learning Parameters According to Groups Defined by the Rank of Objective Values
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    Chapter 46 Comparison of Differential Evolution Algorithms on the Mapping Between Problems and Penalty Parameters
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    Chapter 47 Cooperation Coevolution Differential Evolution with Gradient Descent Strategy for Large Scale
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    Chapter 48 Chebyshev Inequality Based Approach to Chance Constrained Optimization Problems Using Differential Evolution
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    Chapter 49 Solving the Distributed Two Machine Flow-Shop Scheduling Problem Using Differential Evolution
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    Chapter 50 A Multi-objective Differential Evolution for QoS Multicast Routing
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    Chapter 51 Energy-Saving Variable Bias Current Optimization for Magnetic Bearing Using Adaptive Differential Evolution
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    Chapter 52 Acceleration for Fireworks Algorithm Based on Amplitude Reduction Strategy and Local Optima-Based Selection Strategy
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    Chapter 53 From Resampling to Non-resampling: A Fireworks Algorithm-Based Framework for Solving Noisy Optimization Problems
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    Chapter 54 Elite-Leading Fireworks Algorithm
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    Chapter 55 Guided Fireworks Algorithm Applied to the Maximal Covering Location Problem
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    Chapter 56 An Improved Brain Storm Optimization with Learning Strategy
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    Chapter 57 Difference Brain Storm Optimization for Combined Heat and Power Economic Dispatch
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    Chapter 58 Multiple Chaotic Cuckoo Search Algorithm
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    Chapter 59 Cuckoo Search Algorithm Approach for the IFS Inverse Problem of 2D Binary Fractal Images
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    Chapter 60 Solving the Graph Coloring Problem Using Cuckoo Search
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    Chapter 61 A Deep Learning-Cuckoo Search Method for Missing Data Estimation in High-Dimensional Datasets
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    Chapter 62 Strategies to Improve Cuckoo Search Toward Adapting Randomly Changing Environment
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    Chapter 63 Firefly Algorithm Optimized Particle Filter for Relative Navigation of Non-cooperative Target
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    Chapter 64 An Improved Discrete Firefly Algorithm Used for Traveling Salesman Problem
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    Chapter 65 Firefly Clustering Method for Mining Protein Complexes
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    Chapter 66 Improved Two-Dimensional Otsu Based on Firefly Optimization for Low Signal-to-Noise Ratio Images
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    Chapter 67 3D-FOAdis: An Improved Fruit Fly Optimization for Function Optimization
Overall attention for this book and its chapters
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Title
Advances in Swarm Intelligence
Published by
Springer, Cham, January 2017
DOI 10.1007/978-3-319-61824-1
ISBNs
978-3-31-961823-4, 978-3-31-961824-1
Editors

Ying Tan, Hideyuki Takagi, Yuhui Shi

Twitter Demographics

The data shown below were collected from the profiles of 4 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 8 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 8 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 3 38%
Student > Master 2 25%
Unknown 3 38%
Readers by discipline Count As %
Computer Science 3 38%
Engineering 2 25%
Unknown 3 38%