Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization

Front Matter....Pages i-xii
Front Matter....Pages 1-1
Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems....Pages 3-11
Method for Measurement of Uncertainty Applied to the Formation of Interval Type-2 Fuzzy Sets....Pages 13-25
Optimization of the Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction: Case of the Mexican Stock Exchange....Pages 27-45
A New Proposal for a Granular Fuzzy C-Means Algorithm....Pages 47-57
Face Recognition with a Sobel Edge Detector and the Choquet Integral as Integration Method in a Modular Neural Networks....Pages 59-70
Front Matter....Pages 71-71
Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning for the Dow-Jones Time Series....Pages 73-87
Evolutionary Indirect Design of Feed-Forward Spiking Neural Networks....Pages 89-101
Cellular Neural Network Scheme for Image Binarization in Video Sequence Analysis....Pages 103-117
Optimization of the LVQ Network Architecture with a Modular Approach for Arrhythmia Classification Using PSO....Pages 119-126
Evolution of Kernels for Support Vector Machine Classification on Large Datasets....Pages 127-137
Front Matter....Pages 139-139
Modular Neural Networks for Time Series Prediction Using Type-1 Fuzzy Logic Integration....Pages 141-154
An Improved Particle Swarm Optimization Algorithm to Optimize Modular Neural Network Architectures....Pages 155-162
Left Ventricular Border Recognition in Echocardiographic Images Using Modular Neural Networks and Sugeno Integral Measures....Pages 163-169
Optimization of Ensemble Neural Networks with Fuzzy Integration Using the Particle Swarm Algorithm for Time Series Prediction....Pages 171-184
A Type-2 Fuzzy Neural Network Ensemble to Predict Chaotic Time Series....Pages 185-195
Front Matter....Pages 197-197
Study of Parameter Variations in the Cuckoo Search Algorithm and the Influence in Its Behavior....Pages 199-210
A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanisms of Plants....Pages 211-218
Imperialist Competitive Algorithm Applied to the Optimization of Mathematical Functions: A Parameter Variation Study....Pages 219-232
An Improved Intelligent Water Drop Algorithm to Solve Optimization Problems....Pages 233-239
An Improved Simulated Annealing Algorithm for the Optimization of Mathematical Functions....Pages 241-251
Front Matter....Pages 197-197
Optimization of Reactive Fuzzy Controllers for Mobile Robots Based on the Chemical Reactions Algorithm....Pages 253-266
Front Matter....Pages 267-267
Segmentation of Coronary Angiograms Using a Vesselness Measure and Evolutionary Thresholding....Pages 269-289
Exploring the Suitability of a Genetic Algorithm as Tool for Boosting Efficiency in Monte Carlo Estimation of Leaf Area of Eelgrass....Pages 291-303
Obtaining Pharmacokinetic Population Models Using a Genetic Algorithm Approach....Pages 305-317
Parallel Evolutionary Artificial Potential Field for Path Planning—An Implementation on GPU....Pages 319-332
Design and Acceleration of a Quantum Genetic Algorithm Through the Matlab GPU Library....Pages 333-345
Implementing Pool-Based Evolutionary Algorithm in Amazon Cloud Computing Services....Pages 347-355
An Ant Colony Algorithm for Solving the Selection Portfolio Problem, Using a Quality-Assessment Model for Portfolios of Projects Expressed by a Priority Ranking....Pages 357-373
Front Matter....Pages 375-375
A Comparison Between Memetic Algorithm and Seeded Genetic Algorithm for Multi-objective Independent Task Scheduling on Heterogeneous Machines....Pages 377-389
Parallel Meta-heuristic Approaches to the Course Timetabling Problem....Pages 391-417
Simplification of Decision Rules for Recommendation of Projects in a Public Project Portfolio....Pages 419-429
A Survey of Grey Systems Applied to Multi-objective Problem....Pages 431-439
An Efficient Representation Scheme of Candidate Solutions for the Master Bay Planning Problem....Pages 441-453
Verifying the Effectiveness of an Evolutionary Approach in Solving Many-Objective Optimization Problems....Pages 455-464
Comparative Study on Constructive Heuristics for the Vertex Separation Problem....Pages 465-474
Front Matter....Pages 475-475
A New Approach for Intelligent Control of Nonlinear Dynamic Plants Using a Benchmark Problem....Pages 477-487
Fuzzy Pre-condition Rules for Activity Sequencing in Intelligent Learning Environments....Pages 489-495
A Pre-filtering Based Context-Aware Recommender System using Fuzzy Rules....Pages 497-505
A Fitness Estimation Strategy for Web Based Interactive Evolutionary Applications Considering User Preferences and Activities Using Fuzzy Logic....Pages 507-516
Design of a Fuzzy System for Diagnosis of Hypertension....Pages 517-526
Front Matter....Pages 475-475
Trajectory Metaheuristics for the Internet Shopping Optimization Problem....Pages 527-536
Analysis of Some Database Schemas Used to Evaluate Natural Language Interfaces to Databases....Pages 537-551
Front Matter....Pages 553-553
Cuckoo Search Algorithm via Lévy Flight with Dynamic Adaptation of Parameter Using Fuzzy Logic for Benchmark Mathematical Functions....Pages 555-571
Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers....Pages 573-592
Ant Colony Optimization with Parameter Adaptation Using Fuzzy Logic for TSP Problems....Pages 593-603
An Improved Harmony Search Algorithm Using Fuzzy Logic for the Optimization of Mathematical Functions....Pages 605-615
A New Algorithm Based in the Smart Behavior of the Bees for the Design of Mamdani-Style Fuzzy Controllers Using Complex Non-linear Plants....Pages 617-637