Swarm, Evolutionary, and Memetic Computing, Part II: Second International Conference, SEMCCO 2011, Visakhapatnam, India, December 19-21, 2011, ProceedingsBijata Ketan Panigraphi, Ponnuthurai Nagaratnam Suganthan, Swagatam Das, Suresh Chandra Satapathy These two volumes, LNCS 7076 and LNCS 7077, constitute the refereed proceedings of the Second International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2011, held in Visakhapatnam, India, in December 2011. The 124 revised full papers presented in both volumes were carefully reviewed and selected from 422 submissions. The papers explore new application areas, feature new bio-inspired algorithms for solving specific hard optimization problems, and review the latest progresses in the cutting-edge research with swarm, evolutionary, and memetic computing in both theoretical and practical aspects. |
Contents
Register Allocation via Graph Coloring Using an Evolutionary Algorithm | 1 |
A Survey on Swarm and Evolutionary Algorithms for Web Mining Applications | 9 |
Exploration Strategies for Learning in Multiagent Foraging | 17 |
Nurse Rostering Using Modified Harmony Search Algorithm | 27 |
A Swarm Intelligence Based Algorithm for QoS Multicast Routing Problem | 38 |
A Hybrid Approach Using Cuckoo and Tabu Search | 46 |
Selection of GOBased Semantic Similarity Measures through AMDE for Predicting ProteinProtein Interactions | 55 |
A Prospective Study on the GPU Architecture | 63 |
Nonlinear Grayscale Image Enhancement Based on Firefly Algorithm | 174 |
Synthesis and Design of Thinned Planar Concentric Circular Antenna Array A Multiobjective Approach | 182 |
Soft Computing Based Optimum Parameter Design of PID Controller in Rotor Speed Control of Wind Turbines | 191 |
Curve Fitting Using Coevolutionary Genetic Algorithms | 201 |
A Parallel Hybridization of Clonal Selection with Shuffled Frog Leaping Algorithm for Solving Global Optimization Problems PAISFLA | 211 |
Nonuniform CircularShaped Antenna Array Design and Synthesis A MultiObjective Approach | 223 |
Supervised Machine Learning Approach for Biomolecular Event Extraction | 231 |
A MultiObjective Approach | 239 |
Cricket Team Selection Using Evolutionary Multiobjective Optimization | 71 |
Data Clustering Using Harmony Search Algorithm | 79 |
Application of Swarm Intelligence to a TwoFold Optimization Scheme for Trajectory Planning of a Robot Arm | 89 |
Two Hybrid Metaheuristic Approaches for Minimum Dominating Set Problem | 97 |
Automatic Clustering Based on Invasive Weed Optimization Algorithm | 105 |
Classification of Anemia Using Data Mining Techniques | 113 |
Taboo Evolutionary Programming Approach to Optimal Transfer from Earth to Mars | 122 |
Solving Redundancy Optimization Problem with a New Stochastic Algorithm | 132 |
Energy Efficient Cluster Formation in Wireless Sensor Networks Using Cuckoo Search | 140 |
Data Clustering Based on TeachingLearningBased Optimization | 148 |
Extracting Semantically Similar Frequent Patterns Using Ontologies | 157 |
Correlating Binding Site Residues of the Protein and Ligand Features to Its Functionality | 166 |
Soft Computing Approach for Location Management Problem in Wireless Mobile Environment | 248 |
Distribution Systems Reconfiguration Using the HyperCube Ant Colony Optimization Algorithm | 257 |
Bacterial Foraging Optimization Algorithm Trained ANN Based Differential Protection Scheme for Power Transformers | 267 |
Reduced Order Modeling of Linear MIMO Systems Using Soft Computing Techniques | 278 |
Statistical and Fusion Based Hybrid Approach for Fault Signal Classification in Electromechanical System | 287 |
Steganalysis for Calibrated and Lower Embedded Uncalibrated Images | 294 |
An Efficient Feature Extraction Method for Handwritten Character Recognition | 302 |
Optimized Neuro PI Based Speed Control of Sensorless Induction Motor | 310 |
Wavelet Based Fuzzy Inference System for Simultaneous Identification and Quantitation of Volatile Organic Compounds Using SAW Sensor Transi... | 319 |
328 | |
Common terms and phrases
agents anemia Ant Colony Optimization antenna array application approach B.K. Panigrahi Berlin Heidelberg 2011 c-means chromosome classification CLONALG cluster centers clustering algorithm constraints convergence cost Cuckoo Search curves dataset Differential Evolution enhancement evaluation Evolutionary Algorithms Evolutionary Computation exploration feature extraction fitness value fuzzy genetic algorithm global graph handwritten character harmony search heuristic hybrid IEEE India initial input layer LNCS location management maximum minimize minimum multi-objective multicast multicast tree mutation neural network nodes NSGA-II number of iterations objective function obtained optimal solution optimization algorithm optimization problems output paper parameters Particle Swarm Optimization pattern performance pheromone PID controller population proposed algorithm protein random randomly reporting cell search space selected semantic similarity SEMCCO sensor SFLA simulation solve Springer-Verlag Berlin Heidelberg Steganalysis step strategy Swarm Intelligence Table Tabu Search TLBO total number updated vector wind turbine