Recent Advances on Hybrid Approaches for Designing Intelligent Systems

Front Matter....Pages i-xii
Front Matter....Pages 1-1
Genetic Algorithm Optimization for Type-2 Non-singleton Fuzzy Logic Controllers....Pages 3-18
Hierarchical Genetic Algorithms for Type-2 Fuzzy System Optimization Applied to Pattern Recognition and Fuzzy Control....Pages 19-35
Designing Type-2 Fuzzy Systems Using the Interval Type-2 Fuzzy C-Means Algorithm....Pages 37-50
Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning with Gaussian Membership Functions....Pages 51-65
A Comparative Study of Membership Functions for an Interval Type-2 Fuzzy System used to Dynamic Parameter Adaptation in Particle Swarm Optimization....Pages 67-78
Genetic Optimization of Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction....Pages 79-97
Ensemble Neural Network Optimization Using the Particle Swarm Algorithm with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction....Pages 99-112
Uncertainty-Based Information Granule Formation....Pages 113-123
A Type 2 Fuzzy Neural Network Ensemble to Estimate Time Increased Probability of Seismic Hazard in North Region of Baja California Peninsula....Pages 125-135
Front Matter....Pages 137-137
Shipwrecked on Fear: Selection of Electives in School Minorities in a University Using Cuckoo Search Algorithm....Pages 139-150
An Admission Control and Channel Allocation Algorithm Based on Particle Swarm Optimization for Cognitive Cellular Networks....Pages 151-162
Optimization of Fuzzy Controllers Design Using the Bee Colony Algorithm....Pages 163-175
Optimization of Benchmark Mathematical Functions Using the Firefly Algorithm....Pages 177-189
Optimization of Fuzzy Control Systems for Mobile Robots Based on PSO....Pages 191-208
Design of a Fuzzy System for Flight Control of an F-16 Airplane....Pages 209-224
Bat Algorithm Comparison with Genetic Algorithm Using Benchmark Functions....Pages 225-237
Comparative Study of Social Network Structures in PSO....Pages 239-254
Comparison of the Optimal Design of Fuzzy Controllers for the Water Tank Using Ant Colony Optimization....Pages 255-273
Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers....Pages 275-288
A Fuzzy Control Design for an Autonomous Mobile Robot Using Ant Colony Optimization....Pages 289-304
Front Matter....Pages 305-305
Optimization of Modular Neural Networks with the LVQ Algorithm for Classification of Arrhythmias Using Particle Swarm Optimization....Pages 307-314
A DTCNN Approach on Video Analysis: Dynamic and Static Object Segmentation....Pages 315-336
Identification of Epilepsy Seizures Using Multi-resolution Analysis and Artificial Neural Networks....Pages 337-351
Temporal Validated Meta-Learning for Long-Term Forecasting of Chaotic Time Series Using Monte Carlo Cross-Validation....Pages 353-367
MLP for Electroencephalographic Signals Classification Using Different Adaptive Learning Algorithm....Pages 369-380
Chemical Optimization Method for Modular Neural Networks Applied in Emotion Classification....Pages 381-390
Comparing Metaheuristic Algorithms on the Training Process of Spiking Neural Networks....Pages 391-403
A Hybrid Method Combining Modular Neural Networks with Fuzzy Integration for Human Identification Based on Hand Geometric Information....Pages 405-425
Echocardiogram Image Recognition Using Neural Networks....Pages 427-435
Face Recognition with Choquet Integral in Modular Neural Networks....Pages 437-449
Front Matter....Pages 451-451
A Survey of Decomposition Methods for Multi-objective Optimization....Pages 453-465
A Decision Support System Framework for Public Project Portfolio Selection with Argumentation Theory....Pages 467-479
Generic Memetic Algorithm for Course Timetabling ITC2007....Pages 481-492
Characterization of the Optimization Process....Pages 493-507
A New Integer Linear Programming Model for the Cutwidth Minimization Problem of a Connected Undirected Graph....Pages 509-517
On the Exact Solution of VSP for General and Structured Graphs: Models and Algorithms....Pages 519-532
Preference Incorporation into Evolutionary Multiobjective Optimization Using a Multi-Criteria Evaluation Method....Pages 533-542
A Loading Procedure for the Containership Stowage Problem....Pages 543-554
Quality-Assessment Model for Portfolios of Projects Expressed by a Priority Ranking....Pages 555-565
Exact Methods for the Vertex Bisection Problem....Pages 567-577
Front Matter....Pages 579-579
Using a Graph Based Database to Support Collaborative Interactive Evolutionary Systems....Pages 581-591
Fuzzy Labeling of Users in an Educational Intelligent Environment Using an Activity Stream....Pages 593-605
Automatic Estimation of Flow in Intelligent Tutoring Systems Using Neural Networks....Pages 607-616
Features and Pitfalls that Users Should Seek in Natural Language Interfaces to Databases....Pages 617-630
Step Length Estimation and Activity Detection in a PDR System Based on a Fuzzy Model with Inertial Sensors....Pages 631-645
Geo-Navigation for a Mobile Robot and Obstacle Avoidance Using Fuzzy Controllers....Pages 647-669
Ad Text Optimization Using Interactive Evolutionary Computation Techniques....Pages 671-680
Using Semantic Representations to Facilitate the Domain-Knowledge Portability of a Natural Language Interface to Databases....Pages 681-693
Post-Filtering for a Restaurant Context-Aware Recommender System....Pages 695-707
Design of Fuzzy Controllers for a Hexapod Robot....Pages 709-721