Malgorzata Gadomska, Andrzej Pacut (auth.), Mario Giacobini (eds.)3540718052, 3540718044, 9783540718055, 9783540718048
The 55 revised full papers and 24 revised short papers presented were carefully reviewed and selected from a total of 160 submissions. In accordance with the seven workshops covered, the papers are organized in topical sections on evolutionary computation in communications, networks, and connected systems; evolutionary computation in finance and economics; evolutionary computation in image analysis and signal processing; interactive evolution and humanized computational intelligence; evolutionary music and art; evolutionary algorithms in stochastic and dynamic environments; as well as evolutionary computation in transportation and logistics.
Table of contents :
Front Matter….Pages –
Performance of Ant Routing Algorithms When Using TCP….Pages 1-10
Evolving Buffer Overflow Attacks with Detector Feedback….Pages 11-20
Genetic Representations for Evolutionary Minimization of Network Coding Resources….Pages 21-31
Bacterial Foraging Algorithm with Varying Population for Optimal Power Flow….Pages 32-41
An Ant Algorithm for the Steiner Tree Problem in Graphs….Pages 42-51
Message Authentication Protocol Based on Cellular Automata….Pages 52-60
An Adaptive Global-Local Memetic Algorithm to Discover Resources in P2P Networks….Pages 61-70
Evolutionary Computation for Quality of Service Internet Routing Optimization….Pages 71-80
BeeSensor: A Bee-Inspired Power Aware Routing Protocol for Wireless Sensor Networks….Pages 81-90
Radio Network Design Using Population-Based Incremental Learning and Grid Computing with BOINC….Pages 91-100
Evaluation of Different Metaheuristics Solving the RND Problem….Pages 101-110
A Comparative Investigation on Heuristic Optimization of WCDMA Radio Networks….Pages 111-120
Design of a User Space Software Suite for Probabilistic Routing in Ad-Hoc Networks….Pages 121-128
Empirical Validation of a Gossiping Communication Mechanism for Parallel EAs….Pages 129-136
A Transport-Layer Based Simultaneous Access Scheme in Integrated WLAN/UMTS Mobile Networks….Pages 137-144
Simplified Transformer Winding Modelling and Parameter Identification Using Particle Swarm Optimiser with Passive Congregation….Pages 145-152
A Decentralized Hierarchical Aggregation Scheme Using Fermat Points in Wireless Sensor Networks….Pages 153-160
A Gateway Access-Point Selection Problem and Traffic Balancing in Wireless Mesh Networks….Pages 161-168
A Genetic Programming Approach for Bankruptcy Prediction Using a Highly Unbalanced Database….Pages 169-178
Multi-objective Optimization Technique Based on Co-evolutionary Interactions in Multi-agent System….Pages 179-188
Quantum-Inspired Evolutionary Algorithms for Calibration of the VG Option Pricing Model….Pages 189-198
An Evolutionary Computation Approach to Scenario-Based Risk-Return Portfolio Optimization for General Risk Measures….Pages 199-207
Building Risk-Optimal Portfolio Using Evolutionary Strategies….Pages 208-217
Comparison of Evolutionary Techniques for Value-at-Risk Calculation….Pages 218-227
Using Kalman-Filtered Radial Basis Function Networks to Forecast Changes in the ISEQ Index….Pages 228-232
Business Intelligence for Strategic Marketing: Predictive Modelling of Customer Behaviour Using Fuzzy Logic and Evolutionary Algorithms….Pages 233-240
Particle Swarm Optimization for Object Detection and Segmentation….Pages 241-250
Satellite Image Registration by Distributed Differential Evolution….Pages 251-260
Harmonic Estimation Using a Global Search Optimiser….Pages 261-270
An Online EHW Pattern Recognition System Applied to Face Image Recognition….Pages 271-280
Learning and Recognition of Hand-Drawn Shapes Using Generative Genetic Programming….Pages 281-290
Multiclass Object Recognition Based on Texture Linear Genetic Programming….Pages 291-300
Evolutionary Brain Computer Interfaces….Pages 301-310
A Genetic Programming Approach to Feature Selection and Classification of Instantaneous Cognitive States….Pages 311-319
A Memetic Differential Evolution in Filter Design for Defect Detection in Paper Production….Pages 320-329
Optimal Triangulation in 3D Computer Vision Using a Multi-objective Evolutionary Algorithm….Pages 330-339
Genetic Programming for Image Recognition: An LGP Approach….Pages 340-350
Evolving Texture Features by Genetic Programming….Pages 351-358
Euclidean Distance Fit of Ellipses with a Genetic Algorithm….Pages 359-366
A Particle Swarm Optimizer Applied to Soft Morphological Filters for Periodic Noise Reduction….Pages 367-374
Fast Genetic Scan Matching Using Corresponding Point Measurements in Mobile Robotics….Pages 375-382
Overcompressing JPEG Images with Evolution Algorithms….Pages 383-390
Towards Dynamic Fitness Based Partitioning for IntraVascular UltraSound Image Analysis….Pages 391-398
Comparison Between Genetic Algorithms and the Baum-Welch Algorithm in Learning HMMs for Human Activity Classification….Pages 399-406
Unsupervised Evolutionary Segmentation Algorithm Based on Texture Analysis….Pages 407-414
Evolutionary Approaches for Automatic 3D Modeling of Skulls in Forensic Identification….Pages 415-422
Scale Invariance for Evolved Interest Operators….Pages 423-430
Application of the Univariate Marginal Distribution Algorithm to Mixed Analogue – Digital Circuit Design and Optimisation….Pages 431-438
Interactive Texture Design Using IEC Framework….Pages 439-448
Towards an Interactive, Generative Design System: Integrating a ‘Build and Evolve’ Approach with Machine Learning for Complex Freeform Design….Pages 449-458
An Interactive Graphics Rendering Optimizer Based on Immune Algorithm….Pages 459-469
Human Mosaic Creation Through Agents and Interactive Genetic Algorithms Applied to Videogames Movements….Pages 470-476
Self-organizing Bio-inspired Sound Transformation….Pages 477-487
An Evolutionary Approach to Computer-Aided Orchestration….Pages 488-497
Evolution of Animated Photomosaics….Pages 498-507
Environments for Sonic Ecologies….Pages 508-516
Creating Soundscapes Using Evolutionary Spatial Control….Pages 517-526
Toward Greater Artistic Control for Interactive Evolution of Images and Animation….Pages 527-536
Evolutionary Assistance in Alliteration and Allelic Drivel….Pages 537-546
Evolutionary GUIs for Sound Synthesis….Pages 547-556
Evolving Music Generation with SOM-Fitness Genetic Programming….Pages 557-566
An Automated Music Improviser Using a Genetic Algorithm Driven Synthesis Engine….Pages 567-576
Interactive GP with Tree Representation of Classical Music Pieces….Pages 577-584
Evolutionary Methods for Melodic Sequences Generation from Non-linear Dynamic Systems….Pages 585-592
Music Composition Using Harmony Search Algorithm….Pages 593-600
Curve, Draft, and Style: Three Steps to the Image….Pages 601-608
GISMO2: An Application for Agent-Based Composition….Pages 609-616
Variable-Size Memory Evolutionary Algorithm to Deal with Dynamic Environments….Pages 617-626
Genetic Algorithms with Elitism-Based Immigrants for Changing Optimization Problems….Pages 627-636
Triggered Memory-Based Swarm Optimization in Dynamic Environments….Pages 637-646
Experimental Comparison of Replacement Strategies in Steady State Genetic Algorithms for the Dynamic MKP….Pages 647-656
Understanding the Semantics of the Genetic Algorithm in Dynamic Environments….Pages 657-667
Simultaneous Origin-Destination Matrix Estimation in Dynamic Traffic Networks with Evolutionary Computing….Pages 668-677
Evolutionary Combinatorial Programming for Discrete Road Network Design with Reliability Requirements….Pages 678-687
Intelligent Traffic Control Decision Support System….Pages 688-701
An Ant-Based Heuristic for the Railway Traveling Salesman Problem….Pages 702-711
Enhancing a MOACO for Solving the Bi-criteria Pathfinding Problem for a Military Unit in a Realistic Battlefield….Pages 712-721
GRASP with Path Relinking for the Capacitated Arc Routing Problem with Time Windows….Pages 722-731
Multi-objective Supply Chain Optimization: An Industrial Case Study….Pages 732-741
Scheduling a Fuzzy Flowshop Problem with Flexible Due Dates Using Ant Colony Optimization….Pages 742-751
Back Matter….Pages –
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