Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2005, Las Palmas, Canary Islands, Spain, June 15-18, 2005, Proceedings, Part II

Front Matter....Pages -
Cultural Operators for a Quantum-Inspired Evolutionary Algorithm Applied to Numerical Optimization Problems....Pages 1-10
New Codification Schemas for Scheduling with Genetic Algorithms....Pages 11-20
Solving the Multidimensional Knapsack Problem Using an Evolutionary Algorithm Hybridized with Branch and Bound....Pages 21-30
Cryptanalysis of Substitution Ciphers Using Scatter Search....Pages 31-40
Combining Metaheuristics and Exact Algorithms in Combinatorial Optimization: A Survey and Classification....Pages 41-53
Convergence Analysis of a GA-ICA Algorithm....Pages 54-62
An Evolutionary Strategy for the Multidimensional 0-1 Knapsack Problem Based on Genetic Computation of Surrogate Multipliers....Pages 63-73
An Evolutionary Approach to Designing and Solving Fuzzy Job-Shop Problems....Pages 74-83
Memetic Algorithms with Partial Lamarckism for the Shortest Common Supersequence Problem....Pages 84-91
2D and 3D Pictural Networks of Evolutionary Processors....Pages 92-101
Analysing Sentences with Networks of Evolutionary Processors....Pages 102-111
Simulating Evolutionary Algorithms with Eco-grammar Systems....Pages 112-121
Timed Accepting Hybrid Networks of Evolutionary Processors....Pages 122-132
A New Immunotronic Approach to Hardware Fault Detection Using Symbiotic Evolution....Pages 133-142
A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Regression in 1D and 2D Cases....Pages 143-152
Parallel Evolutionary Computation: Application of an EA to Controller Design....Pages 153-162
MEPIDS: Multi-Expression Programming for Intrusion Detection System....Pages 163-172
A Study of Heuristic Techniques Inspired in Natural Process for the Solution of the Container Fill Problem....Pages 173-181
Attribute Grammar Evolution....Pages 182-191
Evolution and Evaluation in Knowledge Fusion System....Pages 192-201
The Allele Meta-model – Developing a Common Language for Genetic Algorithms....Pages 202-211
Using Bees to Solve a Data-Mining Problem Expressed as a Max-Sat One....Pages 212-220
A Comparison of GA and PSO for Excess Return Evaluation in Stock Markets....Pages 221-230
Nonlinear Robust Identification Using Multiobjective Evolutionary Algorithms....Pages 231-241
Genetic Algorithms for Multiobjective Controller Design....Pages 242-251
Grammar Based Crossover Operator in Genetic Programming....Pages 252-261
GA-Selection Revisited from an ES-Driven Point of View....Pages 262-271
Agent WiSARD in a 3D World....Pages 272-280
One Generalization of the Naive Bayes to Fuzzy Sets and the Design of the Fuzzy Naive Bayes Classifier....Pages 281-290
Towards a Methodology to Search for Near-Optimal Representations in Classification Problems....Pages 291-299
Playing a Toy-Grammar with GCS....Pages 300-309
A Genetic Approach to Data Dimensionality Reduction Using a Special Initial Population....Pages 310-316
Engineering Optimizations via Nature-Inspired Virtual Bee Algorithms....Pages 317-323
Solving Partitioning Problem in Codesign with Ant Colonies....Pages 324-337
A Neuromimetic Integrated Circuit for Interactive Real-Time Simulation....Pages 338-346
A FPGA Architecture of Blind Source Separation and Real Time Implementation....Pages 347-356
Description and Simulation of Bio-inspired Systems Using VHDL–AMS....Pages 357-365
Transistor-Level Circuit Experiments Using Evolvable Hardware....Pages 366-375
An Electronic Reconfigurable Neural Architecture for Intrusion Detection....Pages 376-384
Construction and VHDL Implementation of a Fully Local Network with Good Reconstruction Properties of the Inputs....Pages 385-394
Reconfigurable Hardware Implementation of Neural Networks for Humanoid Locomotion....Pages 395-404
An Associative Cortical Model of Language Understanding and Action Planning....Pages 405-414
Neural Clustering Analysis of Macroevolutionary and Genetic Algorithms in the Evolution of Robot Controllers....Pages 415-424
Induced Behavior in a Real Agent Using the Multilevel Darwinist Brain....Pages 425-434
Landscaping Model for Virtual Environment....Pages 435-447
Sensitivity from Short-Term Memory vs. Stability from Long-Term Memory in Visual Attention Method....Pages 448-458
Visual Attention, Visual Saliency, and Eye Movements During the Inspection of Natural Scenes....Pages 459-468
Model Performance for Visual Attention in Real 3D Color Scenes....Pages 469-478
On the Evolution of Formal Models and Artificial Neural Architectures for Visual Motion Detection....Pages 479-488
Estimation of Fuel Moisture Content Using Neural Networks....Pages 489-498
Adjustment of Surveillance Video Systems by a Performance Evaluation Function....Pages 499-508
Application of Machine Learning Techniques for Simplifying the Association Problem in a Video Surveillance System....Pages 509-518
A Neurocalibration Model for Autonomous Vehicle Navigation....Pages 519-528
Some Remarks on the Application of Artificial Neural Networks to Optical Character Recognition....Pages 529-537
Using Fuzzy Clustering Technique for Function Approximation to Approximate ECG Signals....Pages 538-547
Information Retrieval and Classification with Wavelets and Support Vector Machines....Pages 548-557
A New Approach to Clustering and Object Detection with Independent Component Analysis....Pages 558-566
Bispectra Analysis-Based VAD for Robust Speech Recognition....Pages 567-576
On-line Training of Neural Networks: A Sliding Window Approach for the Levenberg-Marquardt Algorithm....Pages 577-585
Boosting Parallel Perceptrons for Label Noise Reduction in Classification Problems....Pages 586-593
On the Connection Between the Human Visual System and Independent Component Analysis....Pages 594-603
Image Classifier for the TJ-II Thomson Scattering Diagnostic: Evaluation with a Feed Forward Neural Network....Pages 604-612
Computerized Adaptive Tests and Item Response Theory on a Distance Education Platform....Pages 613-621
Stochastic Vs Deterministic Traffic Simulator. Comparative Study for Its Use Within a Traffic Light Cycles Optimization Architecture....Pages 622-631
Back Matter....Pages -