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

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems
3. Altmetric Badge
   Chapter 2 Method for Measurement of Uncertainty Applied to the Formation of Interval Type-2 Fuzzy Sets
4. Altmetric Badge
   Chapter 3 Optimization of the Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction: Case of the Mexican Stock Exchange
5. Altmetric Badge
   Chapter 4 A New Proposal for a Granular Fuzzy C-Means Algorithm
6. Altmetric Badge
   Chapter 5 Face Recognition with a Sobel Edge Detector and the Choquet Integral as Integration Method in a Modular Neural Networks
7. Altmetric Badge
   Chapter 6 Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning for the Dow-Jones Time Series
8. Altmetric Badge
   Chapter 7 Evolutionary Indirect Design of Feed-Forward Spiking Neural Networks
9. Altmetric Badge
   Chapter 8 Cellular Neural Network Scheme for Image Binarization in Video Sequence Analysis
10. Altmetric Badge
    Chapter 9 Optimization of the LVQ Network Architecture with a Modular Approach for Arrhythmia Classification Using PSO
11. Altmetric Badge
    Chapter 10 Evolution of Kernels for Support Vector Machine Classification on Large Datasets
12. Altmetric Badge
    Chapter 11 Modular Neural Networks for Time Series Prediction Using Type-1 Fuzzy Logic Integration
13. Altmetric Badge
    Chapter 12 An Improved Particle Swarm Optimization Algorithm to Optimize Modular Neural Network Architectures
14. Altmetric Badge
    Chapter 13 Left Ventricular Border Recognition in Echocardiographic Images Using Modular Neural Networks and Sugeno Integral Measures
15. Altmetric Badge
    Chapter 14 Optimization of Ensemble Neural Networks with Fuzzy Integration Using the Particle Swarm Algorithm for Time Series Prediction
16. Altmetric Badge
    Chapter 15 A Type-2 Fuzzy Neural Network Ensemble to Predict Chaotic Time Series
17. Altmetric Badge
    Chapter 16 Study of Parameter Variations in the Cuckoo Search Algorithm and the Influence in Its Behavior
18. Altmetric Badge
    Chapter 17 A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanisms of Plants
19. Altmetric Badge
    Chapter 18 Imperialist Competitive Algorithm Applied to the Optimization of Mathematical Functions: A Parameter Variation Study
20. Altmetric Badge
    Chapter 19 An Improved Intelligent Water Drop Algorithm to Solve Optimization Problems
21. Altmetric Badge
    Chapter 20 An Improved Simulated Annealing Algorithm for the Optimization of Mathematical Functions
22. Altmetric Badge
    Chapter 21 Optimization of Reactive Fuzzy Controllers for Mobile Robots Based on the Chemical Reactions Algorithm
23. Altmetric Badge
    Chapter 22 Segmentation of Coronary Angiograms Using a Vesselness Measure and Evolutionary Thresholding
24. Altmetric Badge
    Chapter 23 Exploring the Suitability of a Genetic Algorithm as Tool for Boosting Efficiency in Monte Carlo Estimation of Leaf Area of Eelgrass
25. Altmetric Badge
    Chapter 24 Obtaining Pharmacokinetic Population Models Using a Genetic Algorithm Approach
26. Altmetric Badge
    Chapter 25 Parallel Evolutionary Artificial Potential Field for Path Planning—An Implementation on GPU
27. Altmetric Badge
    Chapter 26 Design and Acceleration of a Quantum Genetic Algorithm Through the Matlab GPU Library
28. Altmetric Badge
    Chapter 27 Implementing Pool-Based Evolutionary Algorithm in Amazon Cloud Computing Services
29. Altmetric Badge
    Chapter 28 An Ant Colony Algorithm for Solving the Selection Portfolio Problem, Using a Quality-Assessment Model for Portfolios of Projects Expressed by a Priority Ranking
30. Altmetric Badge
    Chapter 29 A Comparison Between Memetic Algorithm and Seeded Genetic Algorithm for Multi-objective Independent Task Scheduling on Heterogeneous Machines
31. Altmetric Badge
    Chapter 30 Parallel Meta-heuristic Approaches to the Course Timetabling Problem
32. Altmetric Badge
    Chapter 31 Simplification of Decision Rules for Recommendation of Projects in a Public Project Portfolio
33. Altmetric Badge
    Chapter 32 A Survey of Grey Systems Applied to Multi-objective Problem
34. Altmetric Badge
    Chapter 33 An Efficient Representation Scheme of Candidate Solutions for the Master Bay Planning Problem
35. Altmetric Badge
    Chapter 34 Verifying the Effectiveness of an Evolutionary Approach in Solving Many-Objective Optimization Problems
36. Altmetric Badge
    Chapter 35 Comparative Study on Constructive Heuristics for the Vertex Separation Problem
37. Altmetric Badge
    Chapter 36 A New Approach for Intelligent Control of Nonlinear Dynamic Plants Using a Benchmark Problem
38. Altmetric Badge
    Chapter 37 Fuzzy Pre-condition Rules for Activity Sequencing in Intelligent Learning Environments
39. Altmetric Badge
    Chapter 38 A Pre-filtering Based Context-Aware Recommender System using Fuzzy Rules
40. Altmetric Badge
    Chapter 39 A Fitness Estimation Strategy for Web Based Interactive Evolutionary Applications Considering User Preferences and Activities Using Fuzzy Logic
41. Altmetric Badge
    Chapter 40 Design of a Fuzzy System for Diagnosis of Hypertension
42. Altmetric Badge
    Chapter 41 Trajectory Metaheuristics for the Internet Shopping Optimization Problem
43. Altmetric Badge
    Chapter 42 Analysis of Some Database Schemas Used to Evaluate Natural Language Interfaces to Databases
44. Altmetric Badge
    Chapter 43 Cuckoo Search Algorithm via Lévy Flight with Dynamic Adaptation of Parameter Using Fuzzy Logic for Benchmark Mathematical Functions
45. Altmetric Badge
    Chapter 44 Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers
46. Altmetric Badge
    Chapter 45 Ant Colony Optimization with Parameter Adaptation Using Fuzzy Logic for TSP Problems
47. Altmetric Badge
    Chapter 46 An Improved Harmony Search Algorithm Using Fuzzy Logic for the Optimization of Mathematical Functions
48. Altmetric Badge
    Chapter 47 A New Algorithm Based in the Smart Behavior of the Bees for the Design of Mamdani-Style Fuzzy Controllers Using Complex Non-linear Plants