Adaptive and Natural Computing Algorithms: Proceedings of the International Conference in Coimbra, Portugal, .0002

ADFUNN: An Adaptive Function Neural Network....Pages 1-4
Certain comments on data preparation for neural networks based modelling....Pages 5-8
A simple method for selection of inputs and structure of feedforward neural networks....Pages 9-12
The Concept and Properties of Sigma-if Neural Network....Pages 13-17
Beta wavelet networks for function approximation....Pages 18-21
Speeding up backpropagation with Multiplicative Batch Update Step....Pages 22-24
Generating Sequential Triangle Strips by Using Hopfield Nets....Pages 25-28
The Linear Approximation Method to the Modified Hopfield Neural Network Parameters Analysis....Pages 29-32
The Analytical Analysis of Hopfield Neuron Parameters by the Application of Special Trans Function Theory....Pages 33-37
Time-Oriented Hierarchical Method for Computation of Minor Components....Pages 38-41
Evolution versus Learning in Temporal Neural Networks....Pages 42-45
Minimization of empirical error over perceptron networks....Pages 46-49
Interval Basis Neural Networks....Pages 50-53
Learning from Randomly-Distributed Inaccurate Measurements....Pages 54-61
Combining Topological and Cardinal Directional Relation Information in Qualitative Spatial Reasoning....Pages 62-65
An Evidence Theoretic Ensemble Design Technique....Pages 66-69
Cortical Modulation of Synaptic Efficacies through Norepinephrine....Pages 70-73
Associative Memories with Small World Connectivity....Pages 74-77
A Memory-Based Reinforcement Learning Model Utilizing Macro-Actions....Pages 78-81
A Biologically Motivated Classifier that Preserves Implicit Relationship Information in Layered Networks....Pages 82-85
Large Scale Hetero-Associative Networks with Very High Classification Ability and Attractor Discrimination Consisting of Cumulative-Learned 3-Layer Neural Networks....Pages 86-91
Crack width prediction of RC structures by Artificial Neural Networks....Pages 92-95
A neural network system for modelling of coagulant dosage used in drinking water treatment....Pages 96-99
ANN modeling applied to NO X reduction with octane. A nn future in personal vehicles....Pages 100-103
A method for detecting cause-effects in data from complex processes....Pages 104-107
Predictive data mining on rubber compound database....Pages 108-111
Applying Neural Network to Inverse Kinematic Problem for 6R Robot Manipulator with Offset Wrist....Pages 112-115
Local Cluster Neural Network Chip for Control....Pages 116-119
A Switching Controller for Nonlinear Systems via Fuzzy Models....Pages 120-123
Competitive Decentralized Autonomous Neural Net Controllers....Pages 124-127
Improved hierarchical fuzzy control scheme....Pages 128-131
On-line Inference of Finite Automata in Noisy Environments....Pages 132-135
Improved Clustering by Rotation of Cluster Centres....Pages 136-139
Hierarchical Growing Neural Gas....Pages 140-143
A Clustering Algorithm using Cellular Learning Automata based Evolutionary Algorithm....Pages 144-150
Estimating the number of clusters from distributional results of partitioning a given data set....Pages 151-154
AUDyC Neural Network using a new Gaussian Densities Merge Mechanism....Pages 155-158
The Growing Hierarchical Self-Organizing Feature Maps And Genetic Algorithms for Large Scale Power System Security....Pages 159-163
3D Self-organizing Convex Neural Network Architectures....Pages 164-167
Novel Learning Algorithm Aiming at Generating a Unique Units Distribution in Standard SOM....Pages 168-172
SOM-Based Estimation of Meteorological Profiles....Pages 173-176
An Efficient Heuristic for the Traveling Salesman Problem Based on a Growing SOM-like Algorithm....Pages 177-180
Evolutionary Design and Evaluation of Modeling System for Forecasting Urban Airborne Maximum Pollutant Concentrations....Pages 181-184
Evolving Evolvability: Evolving both representations and operators....Pages 185-188
A Multi-Objective Evolutionary Algorithm for Solving Traveling Salesman Problems: Application to the Design of Polymer Extruders....Pages 189-193
The Pareto -Box Problem for the Modelling of Evolutionary Multiobjective Optimization Algorithms....Pages 194-197
Implementation and Experimental Validation of the Population Learning Algorithm Applied to Solving QAP Instances....Pages 198-201
Estimating the distribution in an EDA....Pages 202-205
Modelling Chlorine Decay in Water Networks with Genetic Programming....Pages 206-209
Evolving Blackjack Strategies Using Cultural Learning....Pages 210-213
Two-Criterion Optimization in State Assignment for Synchronous Finite State Machines using NSGA-II....Pages 214-217
Offspring Selection: A New Self-Adaptive Selection Scheme for Genetic Algorithms....Pages 218-221
Using Genetic Algorithms with Real-coded Binary Representation for Solving Non-stationary Problems....Pages 222-225
Dynamics in Proportionate Selection.....Pages 226-229
Generating grammatical plant models with genetic algorithms....Pages 230-234
Golomb Rulers: Experiments with Marks Representation....Pages 235-238
Evolving Segments Length in Golomb Rulers....Pages 239-242
Resource-Limited Genetic Programming: Replacing Tree Depth Limits....Pages 243-246
Treating Some Constraints as Hard Speeds up the ESG Local Search Algorithm....Pages 247-250
Applications of PSO Algorithm and OIF Elman Neural Network to Assessment and Forecasting for Atmospheric Quality....Pages 251-254
A hybrid particle swarm optimization model for the traveling salesman problem....Pages 255-258
Perceptive Particle Swarm Optimisation....Pages 259-263
Wasp swarm optimization of logistic systems....Pages 264-267
A Parallel Vector-Based Particle Swarm Optimizer....Pages 268-271
Numerical Simulations of a Possible Hypercomputational Quantum Algorithm....Pages 272-275
Simulated Fault Injection in Quantum Circuits with the Bubble Bit Technique....Pages 276-279
Redundant Quantum Arithmetic....Pages 280-283
A Special Class of Additive Cyclic Codes for DNA Computing....Pages 284-287
Evolutionary Algorithms for Static and Dynamic Optimization of Fed-batch Fermentation Processes....Pages 288-291
Benchmark testing of simulated annealing, adaptive random search and genetic algorithms for the global optimization of bioprocesses....Pages 292-295
Dynamic modelling and optimisation of a mammalian cells process using hybrid grey-box systems....Pages 296-299
Adaptive DO-based control of substrate feeding in high cell density cultures operated under oxygen transfer limitation....Pages 300-303
Evolutionary Design of Neural Networks for Classification and Regression....Pages 304-307
Pelican — Protein-structure Alignment using Cellular Automaton models....Pages 308-311
An Efficient Algorithm for De Novo Peptide Sequencing....Pages 312-315
Emergent Behavior of Interacting Groups of Communicative Agents....Pages 316-320
Integrating binding site predictions using meta classification methods....Pages 321-324
Reverse engineering gene networks with artificial neural networks....Pages 325-328
A Meta-Level Architecture for Adaptive Applications....Pages 329-332
Adaptive Finite State Automata and Genetic Algorithms: Merging Individual Adaptation and Population Evolution....Pages 333-336
Modeling a tool for the generation of programming environments for adaptive formalisms....Pages 337-340
Adaptive Decision Tables A Case Study of their Application to Decision-Taking Problems....Pages 341-344
Robotic mapping and navigation in unknown environments using adaptive automata....Pages 345-348
An Adaptive Framework for the Design of Software Specification Languages....Pages 349-352
Swarm Intelligence Clustering Algorithm based on Attractor....Pages 353-356
Ant-based distributed optimization for supply chain management....Pages 357-360
Comparison of nature inspired and deterministic scheduling heuristics considering optimal schedules....Pages 361-364
An External Memory Supported ACO for the Frequency Assignment Problem....Pages 365-368
Neural Networks for Extraction of Fuzzy Logic Rules with Application to EEG Data....Pages 369-372
A New Neuro-Based Method for Short Term Load Forecasting of Iran National Power System....Pages 373-376
Approximating the Algebraic Solution of System of Interval Linear Equations with Use of Neural Networks....Pages 377-380
Comparing Diversity and Training Accuracy in Classifier Selection for Plurality Voting Based Fusion....Pages 381-384
Visualization of Meta-Reasoning in Multi-Agent Systems....Pages 385-388
Intelligent Agent-Inspired Genetic Algorithm....Pages 389-392
Combining Lazy Learning, Racing and Subsampling for Effective Feature Selection....Pages 393-396
Personalized News Access....Pages 397-400
A More Accurate Text Classifier for Positive and Unlabeled data....Pages 401-404
Efficiency Aspects of Neural Network Architecture Evolution Using Direct and Indirect Encoding....Pages 405-408
Genetic Algorithm Optimization of an Artificial Neural Network for Financial Applications....Pages 409-416
A Method to Improve Generalization of Neural Networks: Application to the Problem of Bankruptcy Prediction....Pages 417-420
An Adaptive Neural System for Financial Time Series Tracking....Pages 421-424
Probabilistic Artificial Neural Networks for Malignant Melanoma Prognosis....Pages 425-428
Boosting Kernel Discriminant Analysis with Adaptive Kernel Selection....Pages 429-432
Product Kernel Regularization Networks....Pages 433-436
Statistical Correlations and Machine Learning for Steganalysis....Pages 437-440
The Use of Multi-Criteria in Feature Selection to Enhance Text Categorization....Pages 441-444
Text Classification from Partially Labeled Distributed Data....Pages 445-448
Recovering the Cyclic-Code of Generated Polynomial by Using Evolutionary Computation....Pages 449-453
Intrusion Detection System Based on a Cooperative Topology Preserving Method....Pages 454-457
Model Selection for Kernel Based Intrusion Detection Systems....Pages 458-461
A Comparison of Three Genetic Algorithms for Locking-Cache Contents Selection in Real-Time Systems....Pages 462-465
A Binary Digital Watermarking Scheme Based On The Orthogonal Vector And ICA-SCS Denoising....Pages 466-469
Simulating binocular eye movements based on 3-D short-term memory image in reading....Pages 470-473
An Algorithm For Face Pose Adjustment Based On Gray-scale Static Image....Pages 474-477
Learning Image Filtering from a Gold Sample Based on Genetic Optimization of Morphological Processing....Pages 478-481
Associative Memories and Diagnostic Classification of EMG Signals....Pages 482-485
Discretization of Series of Communication Signals in Noisy Environment by Reinforcement Learning....Pages 486-489
The Research of Speaker-Independent Continuous Mandarin Digits Speech- Recognition Based on the Dynamic Search Method of High-Dimension Space Vertex Cover....Pages 490-493
A Connectionist Model of Finding Partial Groups in Music Recordings with Application to Music Transcription....Pages 494-497
Adaptive ICA Algorithm Based on Asymmetric Generalized Gaussian Density Model....Pages 498-501
Toward an On-Line Handwriting Recognition System Based on Visual Coding and Genetic Algorithm....Pages 502-505
Multi-objective genetic algorithm applied to the structure selection of RBFNN temperature estimators....Pages 506-509
Assessing the Reliability of Complex Networks through Hybrid Intelligent Systems....Pages 510-513
Autonomous Behavior of Computational Agents....Pages 514-517
Neural Network Generating Hidden Markov Chain....Pages 518-521
Datamining in Grid Environment....Pages 522-525
Parallel Placement Procedure based on Distributed Genetic Algorithms....Pages 526-529
Massive parallelization of the compact genetic algorithm....Pages 530-533
Parallel implementations of feed-forward neural network using MPI and C# on .NET platform....Pages 534-537
HeuristicLab: A Generic and Extensible Optimization Environment....Pages 538-541
The Satellite List....Pages 542-545