Nature Inspired Design of Hybrid Intelligent Systems 1st Edition by Patricia Melin, Oscar Castillo, Janusz Kacprzyk ISBN 3319470531 973319470535

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Product details:

ISBN 10:   3319470531     
ISBN 13: 978-3319470535
Author:      Patricia Melin, Oscar Castillo, Janusz Kacprzyk

Nature Inspired Design of Hybrid Intelligent Systems 1st Table of contents:

1. Type-2 and Intuitionistic Fuzzy Logic

• General Type-2 Fuzzy Edge Detection in the Preprocessing of a Face Recognition System
• An Overview of Granular Computing Using Fuzzy Logic Systems
• Optimization of Type-2 and Type-1 Fuzzy Integrator to Ensemble Neural Network with Fuzzy Weights Adjustment
• Interval Type-2 Fuzzy Possibilistic C-Means Optimization Using Particle Swarm Optimization
• Choquet Integral and Interval Type-2 Fuzzy Choquet Integral for Edge Detection
• Bidding Strategies Based on Type-1 and Interval Type-2 Fuzzy Systems for Google AdWords Advertising Campaigns
• On the Graphical Representation of Intuitionistic Membership Functions for Its Use in Intuitionistic Fuzzy Inference Systems
• A Gravitational Search Algorithm Using Type-2 Fuzzy Logic for Parameter Adaptation

2. Neural Networks Theory and Applications

• Particle Swarm Optimization of the Fuzzy Integrators for Time Series Prediction Using Ensemble of IT2FNN Architectures
• Long-Term Prediction of a Sine Function Using a LSTM Neural Network
• UAV Image Segmentation Using a Pulse-Coupled Neural Network for Land Analysis
• Classification of Arrhythmias Using Modular Architecture of LVQ Neural Network and Type 2 Fuzzy Logic
• A New Method Based on Modular Neural Network for Arterial Hypertension Diagnosis
• Spectral Characterization of Content Level Based on Acoustic Resonance: Neural Network and Feedforward Fuzzy Net Approaches
• Comparison of Optimization Techniques for Modular Neural Networks Applied to Human Recognition
• A Competitive Modular Neural Network for Long-Term Time Series Forecasting

3. Fuzzy Metaheuristics

• Differential Evolution Using Fuzzy Logic and a Comparative Study with Other Metaheuristics
• An Adaptive Fuzzy Control Based on Harmony Search and Its Application to Optimization
• A Review of Dynamic Parameter Adaptation Methods for the Firefly Algorithm
• Fuzzy Dynamic Adaptation of Parameters in the Water Cycle Algorithm
• Fireworks Algorithm (FWA) with Adaptation of Parameters Using Fuzzy Logic
• Imperialist Competitive Algorithm with Dynamic Parameter Adaptation Applied to the Optimization of Mathematical Functions
• Modification of the Bat Algorithm Using Type-2 Fuzzy Logic for Dynamical Parameter Adaptation
• Flower Pollination Algorithm with Fuzzy Approach for Solving Optimization Problems
• A Study of Parameters of the Grey Wolf Optimizer Algorithm for Dynamic Adaptation with Fuzzy Logic
• Gravitational Search Algorithm with Parameter Adaptation Through a Fuzzy Logic System

4. Metaheuristic Applications

• Particle Swarm Optimization of Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for the Taiwan Stock Exchange
• A New Hybrid PSO Method Applied to Benchmark Functions
• On the Use of Parallel Genetic Algorithms for Improving the Efficiency of a Monte Carlo-Digital Image Based Approximation of Eelgrass Leaf Area I: Comparing the Performances of Simple and Master-Slaves Structures
• Social Spider Algorithm to Improve Intelligent Drones Used in Humanitarian Disasters Related to Floods
• An Optimized GPU Implementation for a Path Planning Algorithm Based on Parallel Pseudo-bacterial Potential Field
• Estimation of Population Pharmacokinetic Parameters Using a Genetic Algorithm
• Optimization of Reactive Control for Mobile Robots Based on the CRA Using Type-2 Fuzzy Logic

5. Fuzzy Logic Applications

• A FPGA-Based Hardware Architecture Approach for Real-Time Fuzzy Edge Detection
• A Hybrid Intelligent System Model for Hypertension Diagnosis
• Comparative Analysis of Designing Different Types of Membership Functions Using Bee Colony Optimization in the Stabilization of Fuzzy Controllers
• Neuro-Fuzzy Hybrid Model for the Diagnosis of Blood Pressure
• Microcalcification Detection in Mammograms Based on Fuzzy Logic and Cellular Automata
• Sensor Less Fuzzy Logic Tracking Control for a Servo System with Friction and Backlash

6. Optimization: Theory and Applications

• Differential Evolution with Self-adaptive Gaussian Perturbation
• Optimization Mathematical Functions for Multiple Variables Using the Algorithm of Self-defense of the Plants
• Evaluation of the Evolutionary Algorithms Performance in Many-Objective Optimization Problems Using Quality Indicators
• Generating Bin Packing Heuristic Through Grammatical Evolution Based on Bee Swarm Optimization
• Integer Linear Programming Formulation and Exact Algorithm for Computing Pathwidth
• Iterated VND Versus Hyper-heuristics: Effective and General Approaches to Course Timetabling
• AMOSA with Analytical Tuning Parameters for Heterogeneous Computing Scheduling Problem
• Increase Methodology of Design of Course Timetabling Problem for Students, Classrooms, and Teachers
• Solving the Cut Width Optimization Problem with a Genetic Algorithm Approach

7. Hybrid Intelligent Systems

• A Dialogue Interaction Module for a Decision Support System Based on Argumentation Schemes to Public Project Portfolio
• Implementation of an Information Retrieval System Using the Soft Cosine Measure
• TOPSIS-Grey Method Applied to Project Portfolio Problem
• Comparing Grammatical Evolution’s Mapping Processes on Feature Generation for Pattern Recognition Problems
• Hyper-Parameter Tuning for Support Vector Machines by Estimation of Distribution Algorithms
• Viral Analysis on Virtual Communities: A Comparative of Tweet Measurement Systems
• Improving Decision-Making in a Business Simulator Using TOPSIS Methodology for the Establishment of Reactive Stratagems
• Non-singleton Interval Type-2 Fuzzy Systems as Integration Methods in Modular Neural Network

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