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Swarm, Evolutionary, and Memetic Computing

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Cover of 'Swarm, Evolutionary, and Memetic Computing'

Table of Contents

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    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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The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 178 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Malaysia 3 2%
Colombia 2 1%
United States 2 1%
Sweden 2 1%
France 1 <1%
Brazil 1 <1%
Korea, Republic of 1 <1%
Poland 1 <1%
Unknown 165 93%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 43 24%
Student > Master 37 21%
Student > Bachelor 21 12%
Researcher 18 10%
Student > Doctoral Student 9 5%
Other 30 17%
Unknown 20 11%
Readers by discipline Count As %
Computer Science 68 38%
Engineering 62 35%
Business, Management and Accounting 4 2%
Mathematics 3 2%
Social Sciences 3 2%
Other 14 8%
Unknown 24 13%