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Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications

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Cover of 'Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 Parameter Adaptation in the Imperialist Competitive Algorithm Using Generalized Type-2 Fuzzy Logic
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    Chapter 2 Applying Fuzzy Logic to Identify Heterogeneity of the Allometric Response in Arithmetical Space
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    Chapter 3 Fireworks Algorithm (FWA) with Adaptation of Parameters Using Interval Type-2 Fuzzy Logic System
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    Chapter 4 Omnidirectional Four Wheel Mobile Robot Control with a Type-2 Fuzzy Logic Behavior-Based Strategy
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    Chapter 5 Optimization for Type-1 and Interval Type-2 Fuzzy Systems for the Classification of Blood Pressure Load Using Genetic Algorithms
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    Chapter 6 Interval Valued Intuitionistic Fuzzy Evaluations for Analysis of Students’ Knowledge
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    Chapter 7 Generalized Net Model of the Network for Automatic Turning and Setting the Lighting in the Room with Intuitionistic Fuzzy Estimations
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    Chapter 8 Generalized Net Model of Common Internet Payment Gateway with Intuitionistic Fuzzy Estimations
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    Chapter 9 Intuitionistic Fuzzy Neural Networks with Interval Valued Intuitionistic Fuzzy Conditions
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    Chapter 10 Generalised Atanassov Intuitionistic Fuzzy Sets Are Actually Intuitionistic Fuzzy Sets
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    Chapter 11 The Numerical Solution of Intuitionistic Fuzzy Differential Equations by the Third Order Runge-Kutta Nyström Method
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    Chapter 12 Intuitionistic Fuzzy Linear Systems
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    Chapter 13 Nonlocal Intuitionistic Fuzzy Differential Equation
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    Chapter 14 Harmony Search with Dynamic Adaptation of Parameters for the Optimization of a Benchmark Controller
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    Chapter 15 Evaluation of Parallel Exploration and Exploitation Capabilities in Two PSO Variants with Intra Communication
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    Chapter 16 Chemical Reaction Algorithm to Control Problems
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    Chapter 17 AMOSA with Analytical Tuning Parameters and Fuzzy Logic Controller for Heterogeneous Computing Scheduling Problem
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    Chapter 18 A Modular Neural Network Approach for Cardiac Arrhythmia Classification
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    Chapter 19 Particle Swarm Optimization of Modular Neural Networks for Obtaining the Trend of Blood Pressure
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    Chapter 20 Classification of X-Ray Images for Pneumonia Detection Using Texture Features and Neural Networks
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    Chapter 21 Segmentation and Classification of Noisy Thermographic Images as an Aid for Identifying Risk Levels of Breast Cancer
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    Chapter 22 Acceleration of Path Planning Computation Based on Evolutionary Artificial Potential Field for Non-static Environments
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    Chapter 23 Multi-objective Evaluation of Deep Learning Based Semantic Segmentation for Autonomous Driving Systems
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    Chapter 24 Towards Tracking Trajectory of Planar Quadrotor Models
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    Chapter 25 Autonomous Garage Parking of a Car-Like Robot Using a Fuzzy PD + I Controller
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    Chapter 26 Analysis of P, PI, Fuzzy and Fuzzy PI Controllers for Control Position in Omnidirectional Robots
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    Chapter 27 Fuzzy Logic Controller with Fuzzylab Python Library and the Robot Operating System for Autonomous Robot Navigation: A Practical Approach
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    Chapter 28 Neural Evolutionary Predictive Control for Linear Induction Motors with Experimental Data
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    Chapter 29 Filter Size Optimization on a Convolutional Neural Network Using FGSA
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    Chapter 30 Evaluation and Analysis of Performances of Different Heuristics for Optimal Tuning Learning on Mamdani Based Neuro-Fuzzy System
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    Chapter 31 Direct and Indirect Evolutionary Designs of Artificial Neural Networks
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    Chapter 32 Studying Grammatical Evolution’s Mapping Processes for Symbolic Regression Problems
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    Chapter 33 A Survey of Hyper-heuristics for Dynamic Optimization Problems
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    Chapter 34 The Dynamic Portfolio Selection Problem: Complexity, Algorithms and Empirical Analysis
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    Chapter 35 A Novel Dynamic Multi-objective Evolutionary Algorithm with an Adaptable Roulette for the Selection of Operators
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    Chapter 36 Combinatorial Designs on Constraint Satisfaction Problem (VRP)
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    Chapter 37 Comparative Analysis of Multi-objective Metaheuristic Algorithms by Means of Performance Metrics to Continuous Problems
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    Chapter 38 Towards an Agent-Based Model for the Analysis of Macroeconomic Signals
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    Chapter 39 Fuzzy Worlds and the Quest for Modeling Complex-Adaptive Systems
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    Chapter 40 Procedural Generation of Levels for the Angry Birds Videogame Using Evolutionary Computation
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    Chapter 41 A Multi-agent Environment Acting as a Personal Tourist Guide
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    Chapter 42 Comparing Evolutionary Artificial Neural Networks from Second and Third Generations for Solving Supervised Classification Problems
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    Chapter 43 Gegenbauer-Based Image Descriptors for Visual Scene Recognition
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    Chapter 44 Bimodal Biometrics Using EEG-Voice Fusion at Score Level Based on Hidden Markov Models
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    Chapter 45 Towards a Quantitative Identification of Mobile Social Media UIDPs’ Visual Features Using a Combination of Digital Image Processing and Machine Learning Techniques
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    Chapter 46 Fuzzy Modular Neural Model for Blinking Coding Detection and Classification for Linguistic Expression Recognition
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    Chapter 47 A Genetic Algorithm Based Approach for Word Sense Disambiguation Using Fuzzy WordNet Graphs
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    Chapter 48 Configuration Module for Treating Design Anomalies in Databases for a Natural Language Interface to Databases
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    Chapter 49 Development of a Virtual View for Processing Complex Natural Language Queries
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    Chapter 50 Automated Ontology Extraction from Unstructured Texts using Deep Learning
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    Chapter 51 Implementation of a Multicriteria Analysis Model to Determine Anthropometric Characteristics of an Optimal Helmet of an Italian Scooter
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    Chapter 52 Improving Segmentation of Liver Tumors Using Deep Learning
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    Chapter 53 Intuitionistic Fuzzy Sugeno Integral for Face Recognition
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Title
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications
Published by
Springer International Publishing, April 2020
DOI 10.1007/978-3-030-35445-9
ISBNs
978-3-03-035444-2, 978-3-03-035445-9
Editors

Castillo, Oscar, Melin, Patricia, Kacprzyk, Janusz

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