Swarm, Evolutionary, and Memetic Computing: Third International Conference, SEMCCO 2012, Bhubaneswar, India, December 20-22, 2012. Proceedings

Front Matter....Pages -
Investigation of Mutation Schemes in Real-Parameter Genetic Algorithms....Pages 1-8
Discrete Harmony Search Algorithm for Dynamic FJSSP in Remanufacturing Engineering....Pages 9-16
Multilevel Image Thresholding Based on Tsallis Entropy and Differential Evolution....Pages 17-24
Convergence and Boundary Estimation of the Particle Dynamics in Generalized Particle Swarm Optimization....Pages 25-32
Application of Differential Evolution with Best of Random Mutation Strategy on Asymmetric Location Only Synthesis of Broadside Circular Antenna Array....Pages 33-40
Performance Evaluation of Bacterial Foraging Optimization Algorithm for the Early Diagnosis and Tracking of Alzheimer’s Disease....Pages 41-48
Multi-sensor Satellite Image Analysis Using Niche Genetic Algorithm for Flood Assessment....Pages 49-56
Solution to Economic Load Dispatch Problem Based on FIREFLY Algorithm and Its Comparison with BFO,CBFO-S and CBFO-Hybrid....Pages 57-65
MESFET DC Model Parameter Extraction Using Adaptive Accelerated Exploration Particle Swarm Optimizer....Pages 66-73
Kernel Group Method of Data Handling: Application to Regression Problems....Pages 74-81
An Efficient Algorithm for Gray Level Image Enhancement Using Cuckoo Search....Pages 82-89
A Multi-objective Workspace Optimization of 3R Manipulator Using Modified PSO....Pages 90-97
An Analysis of Genetic Algorithm Based Anycast Routing in Delay and Disruption Tolerant Networks....Pages 98-105
Reactive Power Optimization Using Hybrid Cultural Algorithm....Pages 106-115
Techno-Economic Feasibility Analysis of Hybrid Renewable Energy System Using Improved Version of Particle Swarm Optimization....Pages 116-123
Software Effort Prediction Using Fuzzy Clustering and Functional Link Artificial Neural Networks....Pages 124-132
Optimal Placement and Sizing of Distributed Generation in Radial Distribution System Using Differential Evolution Algorithm....Pages 133-142
Clustering Algorithm Recommendation: A Meta-learning Approach....Pages 143-150
A Clustering Particle Based Artificial Bee Colony Algorithm for Dynamic Environment....Pages 151-159
A Selective Teaching-Learning Based Niching Technique with Local Diversification Strategy....Pages 160-168
Efficient Dynamic Routing on Large Road Networks....Pages 169-180
Performance of Informative Differential Evolution Algorithm with Self Adaptive Re-clustering Technique on the Problems of Electromagnetism –The Linear Array Antenna Synthesis....Pages 181-188
Differential Evolution with a Relational Neighbourhood-Based Strategy for Numerical Optimization....Pages 189-197
A Simulated Annealing Heuristic for Minimizing Makespan in Parallel Machine Scheduling....Pages 198-205
Rule Extraction from DEWNN to Solve Classification and Regression Problems....Pages 206-214
A New Improved Self Adaptive Particle Swarm Optimization Technique for Economic Load Dispatch....Pages 215-223
Memetic Algorithm Based Task Scheduling Using Probabilistic Local Search....Pages 224-231
Neighborhood Search Based Artificial Bee Colony Algorithm for Numerical Function Optimization....Pages 232-239
Path Generation and Obstacle Avoidance of an Autonomous Mobile Robot Using Intelligent Hybrid Controller....Pages 240-247
An Adaptive Memetic Algorithm for Multi-robot Path-Planning....Pages 248-258
Power Loss Minimization by the Placement of DG in Distribution System Using GA....Pages 259-266
Multipopulation Based Differential Evolution with Self Exploitation Strategy....Pages 267-275
Clustered Parent Centric Normal Cross-Over for Multimodal Optimization....Pages 276-284
Stock Indices Prediction Using Radial Basis Function Neural Network....Pages 285-293
Gene Subset Selection for Cancer Classification Using Statsitical and Rough Set Approach....Pages 294-302
Support Vector Machine for Large Databases as Classifier....Pages 303-313
Solution to Economic Load Dispatch Problem Based on BFO,CBFO-S and CBFO-H Algorithms and Its Advantages over the PSO....Pages 314-322
Rough Set Based Fuzzy K-Modes for Categorical Data....Pages 323-330
Teaching Learning Opposition Based Optimization for the Location of Median Line in 3-D Space....Pages 331-338
Modified Onlooker Phase in Artificial Bee Colony Algorithm....Pages 339-347
Complex-Valued Neuro-Fuzzy Inference System Based Classifier....Pages 348-355
Neural Network Based Model Predictive Controller for Simplified Heave Model of an Unmanned Helicopter....Pages 356-363
Hybrid Biogeography Based Simultaneous Feature Selection and Prediction of N-Myristoylation Substrate Proteins Using Support Vector Machines and Random Forest Classifiers....Pages 364-371
Plant Leaf Disease Detection Using Gabor Wavelet Transform....Pages 372-379
Analysis of Vasculature in Human Retinal Images Using Particle Swarm Optimization Based Tsallis Multi-level Thresholding and Similarity Measures....Pages 380-387
Optimal Reactive Power Compensation for Improvement of Steady State Voltage Stability Limit under Stressed System Condition Using BF Algorithm....Pages 388-397
Optimal Placement of Capacitors in Distribution Networks Using a Modified Teaching-Learning Based Algorithm....Pages 398-405
Gene Expression Programming Algorithm for Transient Security Classification....Pages 406-416
PSO-Tuned Control Parameter in Differential Evolution Algorithm....Pages 417-424
On the Non Linear Dynamics of the Global Best Particle in Particle Swarm Optimization....Pages 425-432
Adaptive Differential Evolution with Directional Information Based Search Moves....Pages 433-441
A Fuzzy Programming Method for Solving Multiobjective Chance Constrained Programming Problems Involving Log-Normally Distributed Fuzzy Random Variables....Pages 442-450
Minimization of Side Lobe of Optimized Uniformly Spaced and Non-uniform Excited Time Modulated Linear Antenna Arrays Using Genetic Algorithm....Pages 451-458
Circular Antenna Array Design Using Novel Perturbation Based Artificial Bee Colony Algorithm....Pages 459-466
Cooperative Co-evolutionary Teaching-Learning Based Algorithm with a Modified Exploration Strategy for Large Scale Global Optimization....Pages 467-475
Brain Storming Incorporated Teaching–Learning–Based Algorithm with Application to Electric Power Dispatch....Pages 476-483
Associated and Assorted Recombination in SBX Operator for Problems with Linkages....Pages 484-491
Scalable Fuzzy Genetic Classifier Based on Fitness Approximation....Pages 492-499
Multi Objective Integrated Layout Design Problem....Pages 500-508
Dynamic Network Traffic Data Classification for Intrusion Detection Using Genetic Algorithm....Pages 509-518
2DOF PID Controller Tuning for Unstable Systems Using Bacterial Foraging Algorithm....Pages 519-527
Generation of Sufficient Cut Points to Discretize Network Traffic Data Sets....Pages 528-539
Parameters Optimization of Continuous Casting Process Using Teaching-Learning-Based Optimization Algorithm....Pages 540-547
Genetic Algorithm Based Approach for Optimal Allocation of TCSC for Power System Loadability Enhancement....Pages 548-557
Wavelet-ANN Model for Nutrient Load Predictions in Rivers....Pages 558-565
Performance Analysis and Design of Proportional Integral Derivative Controlled Automatic Voltage Regulator System Using Local Unimodal Sampling Optimization Technique....Pages 566-576
Particle Swarm Optimization Trained Auto Associative Neural Networks Used as Single Class Classifier....Pages 577-584
A Network Theoretic Analysis of Evolutionary Algorithms....Pages 585-593
Characterization of Trabecular Architecture in Human Femur Radiographic Images Using Directional Multiresolution Transform and AdaBoost Model....Pages 594-601
Missing Value Estimation of Microarray Data Using Similarity Measurement....Pages 602-610
A Strategy Pool Adaptive Artificial Bee Colony Algorithm for Dynamic Environment through Multi-population Approach....Pages 611-619
Multistage Covariance Matrix Adaptation with Differential Evolution for Constrained Optimization....Pages 620-627
Evolutionary and Immune Algorithms Applied to Association Rule Mining....Pages 628-635
Improving Adaptive Differential Evolution with Controlled Mutation Strategy....Pages 636-643
Modified Particle Swarm Optimization with Switching Update Strategy....Pages 644-652
Statistical Analysis Based Adjustment Method for Convergence Rate of Spiral Optimization....Pages 653-661
Neglect Benevolence in Human-Swarm Interaction with Communication Latency....Pages 662-669
A Comment on Bio-inspired Optimisation via GPU Architecture: The Genetic Algorithm Workload....Pages 670-678
Optimal Location and Sizing of DG for Congestion Management in Deregulated Power Systems....Pages 679-686
A Novel Strategy Adaptive Genetic Algorithm with Greedy Local Search for the Permutation Flowshop Scheduling Problem....Pages 687-696
Estimation of Autocorrelation Space for Classification of Bio-medical Signals....Pages 697-704
Dimension Reduction Using Clustering Algorithm and Rough Set Theory....Pages 705-712
Connectivity Differences between Human Operators of Swarms and Bandwidth Limitations....Pages 713-720
Analysis of Emergent Selection Pressure in Evolutionary Algorithm and Machine Learner Offspring Filtering Hybrids....Pages 721-728
OpenCL Implementations of a Genetic Algorithm for Feature Selection in Periocular Biometric Recognition....Pages 729-737
Face Authentication Using Supervised Learning Techniques....Pages 738-745
Design of Non-uniform Circular Antenna Arrays Using Coordinated Bacterial Dynamics and Opposite Numbers....Pages 746-753
Process Plan and Scheduling Integration for Near Optimal Process Plans in Networked Based Manufacturing Using Controlled Elitist NSGA-II and Territory Defining Algorithms....Pages 754-760
Teaching Learning Based Optimization for Neural Networks Learning Enhancement....Pages 761-769
Large Scale Optimization Based on Co-ordinated Bacterial Dynamics and Opposite Numbers....Pages 770-777
A Strategy Adaptive Genetic Algorithm for Solving the Travelling Salesman Problem....Pages 778-784
Efficient Design of Cosine-Modulated Filter Banks Using Evolutionary Multi-objective Optimization....Pages 785-792
Voltage Stability Constrained Optimal Power Flow Using Non-dominated Sorting Genetic Algorithm-II (NSGA II)....Pages 793-801
Markov Random Field Model Based Graduated Penalty Function for Reinforcing Ill-Defined Edges in Color Image Segmentation....Pages 802-809
Back Matter....Pages -