Recent Advances on Hybrid Intelligent Systems

Front Matter....Pages 1-10
Front Matter....Pages 1-1
Optimization of a Fuzzy Tracking Controller for an Autonomous Mobile Robot under Perturbed Torques by Means of a Chemical Optimization Paradigm....Pages 3-20
Evolutionary Optimization of the Fuzzy Integrator in a Navigation System for a Mobile Robot....Pages 21-31
Particle Swarm Optimization for Average Approximation of Interval Type-2 Fuzzy Inference Systems Design in FPGAs for Real Applications....Pages 33-49
Genetic Optimization of Membership Functions in Modular Fuzzy Controllers for Complex Problems....Pages 51-62
Designing Systematic Stable Fuzzy Logic Controllers by Fuzzy Lyapunov Synthesis....Pages 63-79
Design of Fuzzy Control Systems with Different PSO Variants....Pages 81-88
Methodology to Design Fuzzy Logic Controller for Soft-Core Embedded into FPGA....Pages 89-96
Optimization of Membership Functions for Type-1 and Type 2 Fuzzy Controllers of an Autonomous Mobile Robot Using PSO....Pages 97-104
Front Matter....Pages 105-105
Multi-Objective Hierarchical Genetic Algorithm for Modular Neural Network Optimization Using a Granular Approach....Pages 107-120
An Analysis on the Intrinsic Implementation of the Principle of Justifiable Granularity in Clustering Algorithms....Pages 121-134
Mental Tasks Temporal Classification Using an Architecture Based on ANFIS and Recurrent Neural Networks....Pages 135-146
Interval Type-2 Fuzzy System for Image Edge Detection Quality Evaluation Applied to Synthetic and Real Images....Pages 147-157
Genetic Optimization of Type-2 Fuzzy Weight Adjustment for Backpropagation in Ensemble Neural Network....Pages 159-171
A New Method for Type-2 Fuzzy Integration in Ensemble Neural Networks Based on Genetic Algorithms....Pages 173-182
A Hand Geometry Biometric Identification System Utilizing Modular Neural Networks with Fuzzy Integration....Pages 183-199
Development of an Automatic Method for Classification of Signatures in a Recognition System Based on Modular Neural Networks....Pages 201-210
Architecture of Modular Neural Network in Pattern Recognition....Pages 211-219
Front Matter....Pages 221-221
Comparative Study of Particle Swarm Optimization Variants in Complex Mathematics Functions....Pages 223-235
A Method to Solve the Traveling Salesman Problem Using Ant Colony Optimization Variants with Ant Set Partitioning....Pages 237-246
Particle Swarm Optimization with Dynamic Parameter Adaptation Using Fuzzy Logic for Benchmark Mathematical Functions....Pages 247-258
Front Matter....Pages 221-221
Dynamic Fuzzy Logic Parameter Tuning for ACO and Its Application in TSP Problems....Pages 259-271
Using Immunogenetic Algorithms for Solving Combinatorial Optimization Problems....Pages 273-288
Comparison of Metaheuristic Algorithms with a Methodology of Design for the Evaluation of Hard Constraints over the Course Timetabling Problem....Pages 289-302
Path Planning Using Clonal Selection Algorithm....Pages 303-312
Bio-inspired Optimization Methods on Graphic Processing Unit for Minimization of Complex Mathematical Functions....Pages 313-322
Variants of Ant Colony Optimization: A Metaheuristic for Solving the Traveling Salesman Problem....Pages 323-331
Front Matter....Pages 333-333
Memetic Algorithm for Solving the Problem of Social Portfolio Using Outranking Model....Pages 335-348
Evolving Bin Packing Heuristic Using Micro-Differential Evolution with Indirect Representation....Pages 349-359
Improving the Performance of Heuristic Algorithms Based on Exploratory Data Analysis....Pages 361-375
An Interactive Decision Support System Framework for Social Project Portfolio Selection....Pages 377-391
Constructive Algorithm for a Benchmark in Ship Stowage Planning....Pages 393-408
Small Hydroponics Garden Improved Using Cultural Algorithms....Pages 409-416
Handling of Synergy into an Algorithm for Project Portfolio Selection....Pages 417-430
Front Matter....Pages 431-431
Practical Aspects on the Implementation of Iterative ANN Models on GPU Technology....Pages 433-449
High Performance Architecture for NSGA-II....Pages 451-461
Natural Language Interfaces to Databases: An Analysis of the State of the Art....Pages 463-480
A Genetic Algorithm for the Problem of Minimal Brauer Chains....Pages 481-500
Type-2 Fuzzy Grammar in Language Evolution....Pages 501-515
Experimental Study of a New Algorithm-Design-Framework Based on Cellular Computing....Pages 517-532
Restaurant Recommendations Based on a Domain Model and Fuzzy Rules....Pages 533-546
Front Matter....Pages 431-431
User Modeling for Interactive Evolutionary Computation Applications Using Fuzzy Logic....Pages 547-557
Personalization of Learning Object Sequencing and Deployment in Intelligent Learning Environments....Pages 559-567
Back Matter....Pages 0--1