Design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization / Patricia Melin, Oscar Castillo, Janusz Kacprzyk, editors.
"This book presents recent advances on the design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization and their application in areas such as, intelligent control and robotics, pattern recognition, time series prediction and optimization of complex probl...
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| Other Authors: | , , |
|---|---|
| Format: | Ebook |
| Language: | English |
| Published: |
Cham :
Springer,
2015.
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| Series: | Studies in computational intelligence ;
volume 601. |
| Subjects: | |
| Online Access: | Springer eBooks |
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| 245 | 0 | 0 | |a Design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization / |c Patricia Melin, Oscar Castillo, Janusz Kacprzyk, editors. |
| 264 | 1 | |a Cham : |b Springer, |c 2015. | |
| 300 | |a 1 online resource (xii, 637 pages) : |b illustrations (some colour). | ||
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| 490 | 1 | |a Studies in computational intelligence, |x 1860-949X ; |v volume 601 | |
| 505 | 0 | 0 | |t Fuzzy Logic Theory: -- |t Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems / |r Claudia I. Gonzalez, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo -- |t Method for Measurement of Uncertainty Applied to the Formation of Interval Type-2 Fuzzy Sets / |r Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro -- |t Optimization of the Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction: Case of the Mexican Stock Exchange / |r Jesus Soto, Patricia Melin -- |t A New Proposal for a Granular Fuzzy C-Means Algorithm / |r Elid Rubio, Oscar Castillo -- |t Face Recognition with a Sobel Edge Detector and the Choquet Integral as Integration Method in a Modular Neural Networks / |r Gabriela E. Martínez, Patricia Melin, Olivia D. Mendoza, Oscar Castillo -- |t Neural Networks Theory: -- |t Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning for the Dow-Jones Time Series / |r Fernando Gaxiola, Patricia Melin, Fevrier Valdez -- |t Evolutionary Indirect Design of Feed-Forward Spiking Neural Networks / |r Andrés Espinal, Martín Carpio, Manuel Ornelas, Héctor Puga, Patricia Melín, Marco Sotelo-Figueroa -- |t Cellular Neural Network Scheme for Image Binarization in Video Sequence Analysis / |r Mario I. Chacon-Murguia, Juan A. Ramirez-Quintana -- |t Optimization of the LVQ Network Architecture with a Modular Approach for Arrhythmia Classification Using PSO / |r Jonathan Amezcua, Patricia Melin -- |t Evolution of Kernels for Support Vector Machine Classification on Large Datasets / |r Luis Carlos Padierna, Martín Carpio, Rosario Baltazar, Héctor José Puga, Héctor Joaquín Fraire -- |t Neural Networks Applications: -- |t Modular Neural Networks for Time Series Prediction Using Type-1 Fuzzy Logic Integration / |r Daniela Sánchez, Patricia Melin -- |t An Improved Particle Swarm Optimization Algorithm to Optimize Modular Neural Network Architectures / |r Alfonso Uriarte, Patricia Melin, Fevrier Valdez -- |t Left Ventricular Border Recognition in Echocardiographic Images Using Modular Neural Networks and Sugeno Integral Measures / |r Fausto Rodríguez-Ruelas, Patricia Melin, German Prado-Arechiga -- |t Optimization of Ensemble Neural Networks with Fuzzy Integration Using the Particle Swarm Algorithm for Time Series Prediction / |r Martha Pulido, Patricia Melin -- |t A Type-2 Fuzzy Neural Network Ensemble to Predict Chaotic Time Series / |r Victor M. Torres, Oscar Castillo -- |t Nature Inspired Optimization: -- |t Study of Parameter Variations in the Cuckoo Search Algorithm and the Influence in Its Behavior / |r Maribel Guerrero, Oscar Castillo, Mario García -- |t A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanisms of Plants / |r Camilo Caraveo, Fevrier Valdez, Oscar Castillo -- |t Imperialist Competitive Algorithm Applied to the Optimization of Mathematical Functions: A Parameter Variation Study / |r Emer Bernal, Oscar Castillo, José Soria -- |t An Improved Intelligent Water Drop Algorithm to Solve Optimization Problems / |r Diana Martinez, Fevrier Valdez -- |t An Improved Simulated Annealing Algorithm for the Optimization of Mathematical Functions / |r Carolina Avila, Fevrier Valdez -- |t Optimization of Reactive Fuzzy Controllers for Mobile Robots Based on the Chemical Reactions Algorithm / |r David de la O, Oscar Castillo, Abraham Meléndez, Patricia Melin, Leslie Astudillo, Coral Sánchez -- |t Nature Inspired Optimization Applications: -- |t Segmentation of Coronary Angiograms Using a Vesselness Measure and Evolutionary Thresholding / |r Ivan Cruz-Aceves, Arturo Hernández-Aguirre -- |t Exploring the Suitability of a Genetic Algorithm as Tool for Boosting Efficiency in Monte Carlo Estimation of Leaf Area of Eelgrass / |r Cecilia Leal-Ramirez, Héctor Echavarría-Heras, Oscar Castillo -- |t Obtaining Pharmacokinetic Population Models Using a Genetic Algorithm Approach / |r Oscar Montiel, J. M. Cornejo, Carlos Sepúlveda, Roberto Sepúlveda -- |t Parallel Evolutionary Artificial Potential Field for Path Planning—An Implementation on GPU / |r Ulises Orozco-Rosas, Oscar Montiel, Roberto Sepúlveda -- |t Design and Acceleration of a Quantum Genetic Algorithm Through the Matlab GPU Library / |r Oscar Montiel, Ajelet Rivera, Roberto Sepúlveda -- |t Implementing Pool-Based Evolutionary Algorithm in Amazon Cloud Computing Services / |r Rene Márquez Valenzuela, Mario García Valdez -- |t An Ant Colony Algorithm for Solving the Selection Portfolio Problem, Using a Quality-Assessment Model for Portfolios of Projects Expressed by a Priority Ranking / |r S. Samantha Bastiani, Laura Cruz-Reyes, Eduardo Fernandez, Claudia Gómez, Gilberto Rivera -- |t Optimization: Theory and Applications: -- |t A Comparison Between Memetic Algorithm and Seeded Genetic Algorithm for Multi-objective Independent Task Scheduling on Heterogeneous Machines / |r Héctor Joaquín Fraire Huacuja, Alejandro Santiago, Johnatan E. Pecero, Bernabé Dorronsoro, Pascal Bouvry, José Carlos Soto Monterrubio et al. -- |t Parallel Meta-heuristic Approaches to the Course Timetabling Problem / |r A. Jorge Soria-Alcaraz, Martin Carpio, Hector Puga, Jerry Swan, Patricia Melin, Hugo Terashima et al. -- |t Simplification of Decision Rules for Recommendation of Projects in a Public Project Portfolio / |r Laura Cruz-Reyes, César Medina Trejo, Fernando López Irrarragorri, Claudia G. Gómez Santillan -- |t A Survey of Grey Systems Applied to Multi-objective Problem / |r Fausto Balderas, Eduardo Fernandez, Claudia Gómez, Laura Cruz-Reyes -- |t An Efficient Representation Scheme of Candidate Solutions for the Master Bay Planning Problem / |r Paula Hernández Hernández, Laura Cruz-Reyes, Patricia Melin, Julio Mar-Ortiz, Héctor Joaquín Fraire Huacuja, Héctor José Puga Soberanes et al. -- |t Verifying the Effectiveness of an Evolutionary Approach in Solving Many-Objective Optimization Problems / |r Laura Cruz-Reyes, Eduardo Fernandez, Claudia Gomez, Patricia Sanchez, Guadalupe Castilla, Daniel Martinez -- |t Comparative Study on Constructive Heuristics for the Vertex Separation Problem / |r Norberto Castillo-García, Héctor Joaquín Fraire Huacuja, José Antonio Martínez Flores, Rodolfo A. Pazos Rangel, Juan Javier González Barbosa, Juan Martín Carpio Valadez -- |t Fuzzy Logic Applications: -- |t A New Approach for Intelligent Control of Nonlinear Dynamic Plants Using a Benchmark Problem / |r Leticia Cervantes, Oscar Castillo -- |t Fuzzy Pre-condition Rules for Activity Sequencing in Intelligent Learning Environments / |r Francisco Arce, Mario García-Valdez -- |t A Pre-filtering Based Context-Aware Recommender System using Fuzzy Rules / |r Xochilt Ramirez-Garcia, Mario Garcia-Valdez -- |t A Fitness Estimation Strategy for Web Based Interactive Evolutionary Applications Considering User Preferences and Activities Using Fuzzy Logic / |r J. C. Romero, M. García-Valdez -- |t Design of a Fuzzy System for Diagnosis of Hypertension / |r Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga -- |t Trajectory Metaheuristics for the Internet Shopping Optimization Problem / |r Mario C. López-Locés, Kavita Rege, Johnatan E. Pecero, Pascal Bouvry, Héctor J. Fraire Huacuja -- |t Analysis of Some Database Schemas Used to Evaluate Natural Language Interfaces to Databases / |r Rogelio Florencia-Juárez, Juan J. González B., Rodolfo A. Pazos R., José A. Martínez F., María L. Morales-Rodríguez -- |t Fuzzy Logic and Metaheuristics: -- |t Cuckoo Search Algorithm via Lévy Flight with Dynamic Adaptation of Parameter Using Fuzzy Logic for Benchmark Mathematical Functions / |r Maribel Guerrero, Oscar Castillo, Mario García -- |t Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers / |r Patricia Ochoa, Oscar Castillo, José Soria -- |t Ant Colony Optimization with Parameter Adaptation Using Fuzzy Logic for TSP Problems / |r Frumen Olivas, Fevrier Valdez, Oscar Castillo -- |t An Improved Harmony Search Algorithm Using Fuzzy Logic for the Optimization of Mathematical Functions / |r Cinthia Peraza, Fevrier Valdez, Oscar Castillo -- |t A New Algorithm Based in the Smart Behavior of the Bees for the Design of Mamdani-Style Fuzzy Controllers Using Complex Non-linear Plants / |r Leticia Amador-Angulo, Oscar Castillo. |
| 520 | |a "This book presents recent advances on the design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization and their application in areas such as, intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems. The book is organized in eight main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of theoretical aspects of fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on fuzzy systems. The second part contains papers with the main theme of neural networks theory, which are basically papers dealing with new concepts and algorithms in neural networks. The third part contains papers describing applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The fourth part contains papers describing new nature-inspired optimization algorithms. The fifth part presents diverse applications of nature-inspired optimization algorithms. The sixth part contains papers describing new optimization algorithms. The seventh part contains papers describing applications of fuzzy logic in diverse areas, such as time series prediction and pattern recognition. Finally, the eighth part contains papers that present enhancements to meta-heuristics based on fuzzy logic techniques."--Publisher's website. | ||
| 538 | |a Mode of access: World Wide Web. | ||
| 588 | 0 | |a Online resource; title from PDF title page (SpringerLink, viewed June 18, 2015). | |
| 650 | 0 | |a Fuzzy logic. |9 328063 | |
| 650 | 0 | |a Neural networks (Computer science) |9 327371 | |
| 700 | 1 | |a Castillo, Oscar, |d 1959- |e editor. |9 433323 | |
| 700 | 1 | |a Kacprzyk, Janusz, |e editor. |9 265237 | |
| 700 | 1 | |a Melin, Patricia, |d 1962- |e editor. |9 433321 | |
| 830 | 0 | |a Studies in computational intelligence ; |v volume 601. |x 1860-949X. |9 292380 | |
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