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Swarm, Evolutionary, and Memetic Computing

Overview of attention for book
Swarm, Evolutionary, and Memetic Computing
Springer, Berlin, Heidelberg

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Investigation of Mutation Schemes in Real-Parameter Genetic Algorithms
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    Chapter 2 Discrete Harmony Search Algorithm for Dynamic FJSSP in Remanufacturing Engineering
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    Chapter 3 Multilevel Image Thresholding Based on Tsallis Entropy and Differential Evolution
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    Chapter 4 Convergence and Boundary Estimation of the Particle Dynamics in Generalized Particle Swarm Optimization
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    Chapter 5 Application of Differential Evolution with Best of Random Mutation Strategy on Asymmetric Location Only Synthesis of Broadside Circular Antenna Array
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    Chapter 6 Performance Evaluation of Bacterial Foraging Optimization Algorithm for the Early Diagnosis and Tracking of Alzheimer’s Disease
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    Chapter 7 Multi-sensor Satellite Image Analysis Using Niche Genetic Algorithm for Flood Assessment
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    Chapter 8 Solution to Economic Load Dispatch Problem Based on FIREFLY Algorithm and Its Comparison with BFO,CBFO-S and CBFO-Hybrid
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    Chapter 9 MESFET DC Model Parameter Extraction Using Adaptive Accelerated Exploration Particle Swarm Optimizer
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    Chapter 10 Kernel Group Method of Data Handling: Application to Regression Problems
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    Chapter 11 An Efficient Algorithm for Gray Level Image Enhancement Using Cuckoo Search
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    Chapter 12 A Multi-objective Workspace Optimization of 3R Manipulator Using Modified PSO
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    Chapter 13 An Analysis of Genetic Algorithm Based Anycast Routing in Delay and Disruption Tolerant Networks
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    Chapter 14 Reactive Power Optimization Using Hybrid Cultural Algorithm
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    Chapter 15 Techno-Economic Feasibility Analysis of Hybrid Renewable Energy System Using Improved Version of Particle Swarm Optimization
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    Chapter 16 Software Effort Prediction Using Fuzzy Clustering and Functional Link Artificial Neural Networks
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    Chapter 17 Optimal Placement and Sizing of Distributed Generation in Radial Distribution System Using Differential Evolution Algorithm
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    Chapter 18 Clustering Algorithm Recommendation: A Meta-learning Approach
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    Chapter 19 A Clustering Particle Based Artificial Bee Colony Algorithm for Dynamic Environment
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    Chapter 20 A Selective Teaching-Learning Based Niching Technique with Local Diversification Strategy
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    Chapter 21 Efficient Dynamic Routing on Large Road Networks
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    Chapter 22 Performance of Informative Differential Evolution Algorithm with Self Adaptive Re-clustering Technique on the Problems of Electromagnetism –The Linear Array Antenna Synthesis
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    Chapter 23 Differential Evolution with a Relational Neighbourhood-Based Strategy for Numerical Optimization
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    Chapter 24 A Simulated Annealing Heuristic for Minimizing Makespan in Parallel Machine Scheduling
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    Chapter 25 Rule Extraction from DEWNN to Solve Classification and Regression Problems
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    Chapter 26 A New Improved Self Adaptive Particle Swarm Optimization Technique for Economic Load Dispatch
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    Chapter 27 Memetic Algorithm Based Task Scheduling Using Probabilistic Local Search
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    Chapter 28 Neighborhood Search Based Artificial Bee Colony Algorithm for Numerical Function Optimization
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    Chapter 29 Path Generation and Obstacle Avoidance of an Autonomous Mobile Robot Using Intelligent Hybrid Controller
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    Chapter 30 An Adaptive Memetic Algorithm for Multi-robot Path-Planning
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    Chapter 31 Power Loss Minimization by the Placement of DG in Distribution System Using GA
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    Chapter 32 Multipopulation Based Differential Evolution with Self Exploitation Strategy
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    Chapter 33 Clustered Parent Centric Normal Cross-Over for Multimodal Optimization
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    Chapter 34 Stock Indices Prediction Using Radial Basis Function Neural Network
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    Chapter 35 Gene Subset Selection for Cancer Classification Using Statsitical and Rough Set Approach
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    Chapter 36 Support Vector Machine for Large Databases as Classifier
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    Chapter 37 Solution to Economic Load Dispatch Problem Based on BFO,CBFO-S and CBFO-H Algorithms and Its Advantages over the PSO
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    Chapter 38 Rough Set Based Fuzzy K-Modes for Categorical Data
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    Chapter 39 Teaching Learning Opposition Based Optimization for the Location of Median Line in 3-D Space
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    Chapter 40 Modified Onlooker Phase in Artificial Bee Colony Algorithm
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    Chapter 41 Complex-Valued Neuro-Fuzzy Inference System Based Classifier
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    Chapter 42 Swarm, Evolutionary, and Memetic Computing
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    Chapter 43 Hybrid Biogeography Based Simultaneous Feature Selection and Prediction of N-Myristoylation Substrate Proteins Using Support Vector Machines and Random Forest Classifiers
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    Chapter 44 Plant Leaf Disease Detection Using Gabor Wavelet Transform
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    Chapter 45 Analysis of Vasculature in Human Retinal Images Using Particle Swarm Optimization Based Tsallis Multi-level Thresholding and Similarity Measures
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    Chapter 46 Optimal Reactive Power Compensation for Improvement of Steady State Voltage Stability Limit under Stressed System Condition Using BF Algorithm
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    Chapter 47 Optimal Placement of Capacitors in Distribution Networks Using a Modified Teaching-Learning Based Algorithm
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    Chapter 48 Gene Expression Programming Algorithm for Transient Security Classification
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    Chapter 49 PSO-Tuned Control Parameter in Differential Evolution Algorithm
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    Chapter 50 On the Non Linear Dynamics of the Global Best Particle in Particle Swarm Optimization
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    Chapter 51 Adaptive Differential Evolution with Directional Information Based Search Moves
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    Chapter 52 A Fuzzy Programming Method for Solving Multiobjective Chance Constrained Programming Problems Involving Log-Normally Distributed Fuzzy Random Variables
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    Chapter 53 Minimization of Side Lobe of Optimized Uniformly Spaced and Non-uniform Excited Time Modulated Linear Antenna Arrays Using Genetic Algorithm
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    Chapter 54 Circular Antenna Array Design Using Novel Perturbation Based Artificial Bee Colony Algorithm
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    Chapter 55 Cooperative Co-evolutionary Teaching-Learning Based Algorithm with a Modified Exploration Strategy for Large Scale Global Optimization
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    Chapter 56 Brain Storming Incorporated Teaching–Learning–Based Algorithm with Application to Electric Power Dispatch
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    Chapter 57 Associated and Assorted Recombination in SBX Operator for Problems with Linkages
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    Chapter 58 Scalable Fuzzy Genetic Classifier Based on Fitness Approximation
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    Chapter 59 Multi Objective Integrated Layout Design Problem
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    Chapter 60 Dynamic Network Traffic Data Classification for Intrusion Detection Using Genetic Algorithm
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    Chapter 61 2DOF PID Controller Tuning for Unstable Systems Using Bacterial Foraging Algorithm
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    Chapter 62 Generation of Sufficient Cut Points to Discretize Network Traffic Data Sets
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    Chapter 63 Parameters Optimization of Continuous Casting Process Using Teaching-Learning-Based Optimization Algorithm
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    Chapter 64 Genetic Algorithm Based Approach for Optimal Allocation of TCSC for Power System Loadability Enhancement
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    Chapter 65 Wavelet-ANN Model for Nutrient Load Predictions in Rivers
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    Chapter 66 Performance Analysis and Design of Proportional Integral Derivative Controlled Automatic Voltage Regulator System Using Local Unimodal Sampling Optimization Technique
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    Chapter 67 Particle Swarm Optimization Trained Auto Associative Neural Networks Used as Single Class Classifier
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    Chapter 68 A Network Theoretic Analysis of Evolutionary Algorithms
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    Chapter 69 Characterization of Trabecular Architecture in Human Femur Radiographic Images Using Directional Multiresolution Transform and AdaBoost Model
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    Chapter 70 Missing Value Estimation of Microarray Data Using Similarity Measurement
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    Chapter 71 A Strategy Pool Adaptive Artificial Bee Colony Algorithm for Dynamic Environment through Multi-population Approach
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    Chapter 72 Multistage Covariance Matrix Adaptation with Differential Evolution for Constrained Optimization
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    Chapter 73 Evolutionary and Immune Algorithms Applied to Association Rule Mining
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    Chapter 74 Improving Adaptive Differential Evolution with Controlled Mutation Strategy
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    Chapter 75 Modified Particle Swarm Optimization with Switching Update Strategy
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    Chapter 76 Statistical Analysis Based Adjustment Method for Convergence Rate of Spiral Optimization
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    Chapter 77 Neglect Benevolence in Human-Swarm Interaction with Communication Latency
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    Chapter 78 A Comment on Bio-inspired Optimisation via GPU Architecture: The Genetic Algorithm Workload
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    Chapter 79 Optimal Location and Sizing of DG for Congestion Management in Deregulated Power Systems
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    Chapter 80 A Novel Strategy Adaptive Genetic Algorithm with Greedy Local Search for the Permutation Flowshop Scheduling Problem
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    Chapter 81 Estimation of Autocorrelation Space for Classification of Bio-medical Signals
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    Chapter 82 Dimension Reduction Using Clustering Algorithm and Rough Set Theory
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    Chapter 83 Connectivity Differences between Human Operators of Swarms and Bandwidth Limitations
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    Chapter 84 Analysis of Emergent Selection Pressure in Evolutionary Algorithm and Machine Learner Offspring Filtering Hybrids
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    Chapter 85 OpenCL Implementations of a Genetic Algorithm for Feature Selection in Periocular Biometric Recognition
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    Chapter 86 Face Authentication Using Supervised Learning Techniques
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    Chapter 87 Design of Non-uniform Circular Antenna Arrays Using Coordinated Bacterial Dynamics and Opposite Numbers
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    Chapter 88 Process Plan and Scheduling Integration for Near Optimal Process Plans in Networked Based Manufacturing Using Controlled Elitist NSGA-II and Territory Defining Algorithms
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    Chapter 89 Teaching Learning Based Optimization for Neural Networks Learning Enhancement
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    Chapter 90 Large Scale Optimization Based on Co-ordinated Bacterial Dynamics and Opposite Numbers
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    Chapter 91 A Strategy Adaptive Genetic Algorithm for Solving the Travelling Salesman Problem
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    Chapter 92 Efficient Design of Cosine-Modulated Filter Banks Using Evolutionary Multi-objective Optimization
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    Chapter 93 Voltage Stability Constrained Optimal Power Flow Using Non-dominated Sorting Genetic Algorithm-II (NSGA II)
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    Chapter 94 Markov Random Field Model Based Graduated Penalty Function for Reinforcing Ill-Defined Edges in Color Image Segmentation
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Title
Swarm, Evolutionary, and Memetic Computing
Published by
Springer, Berlin, Heidelberg, January 2012
DOI 10.1007/978-3-642-35380-2
ISBNs
978-3-64-235379-6, 978-3-64-235380-2
Authors

Panigrahi, Bijaya Ketan, Das, Swagatam, Suganthan, Ponnuthurai Nagaratnam, Nanda, Pradipta Kumar

Editors

Bijaya Ketan Panigrahi, Swagatam Das, Ponnuthurai Nagaratnam Suganthan, Pradipta Kumar Nanda

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Geographical breakdown

Country Count As %
Malaysia 3 2%
United States 2 1%
Sweden 2 1%
Colombia 2 1%
Poland 1 <1%
Korea, Republic of 1 <1%
France 1 <1%
Brazil 1 <1%
Unknown 168 93%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 43 24%
Student > Master 37 20%
Student > Bachelor 21 12%
Researcher 18 10%
Student > Postgraduate 10 6%
Other 30 17%
Unknown 22 12%
Readers by discipline Count As %
Computer Science 68 38%
Engineering 63 35%
Business, Management and Accounting 4 2%
Energy 4 2%
Mathematics 3 2%
Other 13 7%
Unknown 26 14%