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

André V. Abs da Cruz, Marco Aurélio C. Pacheco, Marley Vellasco, Carlos R. Hall Barbosa (auth.), José Mira, José R. Álvarez (eds.)3540263195, 9783540263197, 3540262989

The two-volume set LNCS 3561 and LNCS 3562 constitute the refereed proceedings of the First International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2005, held in Las Palmas, Canary Islands, Spain in June 2005.

The 118 revised papers presented are thematically divided into two volumes; the first includes all the contributions mainly related with the methodological, conceptual, formal, and experimental developments in the fields of Neurophysiology and cognitive science. The second volume collects the papers related with bioinspired programming strategies and all the contributions related with the computational solutions to engineering problems in different application domains.

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Table of contents :
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 –