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Castillo, Oscar

Analysis and Design of Intelligent Systems using Soft Computing Techniques

Castillo, Oscar - Analysis and Design of Intelligent Systems using Soft Computing Techniques, ebook

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ISBN: 9783540724322
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Table of contents

1. Fuzzy Logic as the Logic of Natural Languages
Lotfi A. Zadeh

2. A Method for Response Integration in Modular Neural Networks with Type-2 Fuzzy Logic for Biometric Systems
Jérica Urías, Denisse Hidalgo, Patricia Melin, Oscar Castillo

3. Evolving Type-2 Fuzzy Logic Controllers for Autonomous Mobile Robots
Christian Wagner, Hani Hagras

4. Adaptive Type-2 Fuzzy Logic for Intelligent Home Environment
Sunghoi Huh, Seung-Eun Yang, Kwang-Hyun Park, JunHyeong Do, Hyoyoung Jang, Z. Zenn Bien

5. Interval Type-1 Non-singleton Type-2 TSK Fuzzy Logic Systems Using the Hybrid Training Method RLS-BP
G. M. Mendez

6. An Efficient Computational Method to Implement Type-2 Fuzzy Logic in Control Applications
Roberto Sepúlveda, Oscar Castillo, Patricia Melin, Oscar Montiel

7. Building Fuzzy Inference Systems with the Interval Type-2 Fuzzy Logic Toolbox
J. R. Castro, Oscar Castillo, Patricia Melin, L. G. Martínez, S. Escobar, I. Camacho

8. Evolutionary Computing for Topology Optimization of Type-2 Fuzzy Systems
Oscar Castillo, Alma Isabel Martinez, Alma Cristina Martinez

9. Comparison of the Performance of Seven Classifiers as Effective Decision Support Tools for the Cytodiagnosis of Breast Cancer: A Case Study
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet, Rocío-Erandi Barrientos-Martínez

10. MFCM for Nonlinear Blind Channel Equalization
Soowhan Han, Sungdae Park, Witold Pedrycz

11. Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification
Adriana Costa F. Chaves, Marley Maria B. R. Vellasco, Ricardo Tanscheit

12. Density Based Fuzzy Support Vector Machines for Multicategory Pattern Classification
Frank Chung-Hoon Rhee, Jong Hoon Park, Byung In Choi

13. A Modified FCM Algorithm for Fast Segmentation of Brain MR Images
L. Szilágyi, S. M. Szilágyi, Z. Benyó

14. Incorporation of Non-euclidean Distance Metrics into Fuzzy Clustering on Graphics Processing Units
Derek Anderson, Robert H. Luke, James M. Keller

15. Fuzzy C-Means, Gustafson-Kessel FCM, and Kernel-Based FCM: A Comparative Study
Daniel Graves, Witold Pedrycz

16. Improved Fuzzy C-Means Segmentation Algorithm for Images with Intensity Inhomogeneity
Qingjie Zhao, Jingjing Song, Yueyin Wu

17. A Fuzzy-Neural Hierarchical Multi-model for Systems Identification and Direct Adaptive Control
Ieroham Baruch, Jose-Luis Olivares G., Carlos-Roman Mariaca-Gaspar, Rosalíba Galvan Guerra

18. Robust Speed Controller Design Method Based on Fuzzy Control for Torsional Vibration Suppression in Two-Mass System
Eun-Chul Shin, Tae-Sik Park, Ji-Yoon Yoo, Dong-Sik Kim

19. Self-organizing Fuzzy Controller Based on Fuzzy Neural Network
Seongwon Cho, Jaemin Kim, Sun-Tae Chung

20. Decision Making Strategies for Real-Time Train Dispatch and Control
Alexandre Tazoniero, Rodrigo Gonçalves, Fernando Gomide

21. Soft Margin Training for Associative Memories Implemented by Recurrent Neural Networks
Jose A. Ruz-Hernandez, Edgar N. Sanchez, Dionisio A. Suarez

22. Modular Neural Networks with Fuzzy Integration Applied for Time Series Forecasting
Patricia Melin, Alejandra Mancilla, Miguel Lopez, Wendy Trujillo, Jose Cota, Salvador Gonzalez

23. Predicting Job Completion Time in a Wafer Fab with a Recurrent Hybrid Neural Network
Toly Chen

24. A Hybrid ANN-FIR System for Lot Output Time Prediction and Achievability Evaluation in a Wafer Fab
Toly Chen

25. M-Factor High Order Fuzzy Time Series Forecasting for Road Accident Data
Tahseen Ahmed Jilani, Syed Muhammad Aqil Burney

26. Fuzzy Time Series: A Realistic Method to Forecast Gross Domestic Capital of India
Mrinalini shah

27. Design of Modular Neural Networks with Fuzzy Integration Applied to Time Series Prediction
Patricia Melin, Oscar Castillo, Salvador Gonzalez, Jose Cota, Wendy Lizeth Trujillo, Paul Osuna

28. Characterize the Parameters of Genetic Algorithms Based on Zernike Polynomials for Recovery of the Phase of Interferograms of Closed Fringes Using Hybrid Technique
Luis Ernesto Mancilla Espinosa, Juan Martin Carpio Valadez, F. J. Cuevas

29. Rotated Coin Recognition Using Neural Networks
Adnan Khashman, Boran Sekeroglu, Kamil Dimililer

30. Selected Problems of Intelligent Handwriting Recognition
Wojciech Kacalak, Keith Douglas Stuart, Maciej Majewski

31. 3-D Object Recognition Using an Ultrasonic Sensor Array and Neural Networks
Keeseong Lee

32. Soft System for Road Sign Detection
Bogus?aw Cyganek

33. Nonlinear Neuro-fuzzy Network for Channel Equalization
Rahib Abiyev, Fakhreddin Mamedov, Tayseer Al-shanableh

34. On the Possibility of Reliably Constructing a Decision Support System for the Cytodiagnosis of Breast Cancer
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet, Rocío-Erandi Barrientos-Martínez

35. Spatial Heart Simulation and Analysis Using Unified Neural Network
S. M. Szilágyi, L. Szilágyi, Z. Benyó

36. A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach
Miguel Lopez, Patricia Melin, Oscar Castillo

37. Pattern Recognition Using Modular Neural Networks and Fuzzy Integral as Method for Response Integration
Patricia Melin, Melchor Carranza, Pedro Salazar, Rene Nuñez

38. A Differential Evolution Algorithm for Fuzzy Extension of Functions
Luciano Stefanini

39. Use of Pareto-Optimal and Near Pareto-Optimal Candidate Rules in Genetic Fuzzy Rule Selection
Hisao Ishibuchi, Isao Kuwajima, Yusuke Nojima

40. A Dissimilation Particle Swarm Optimization-Based Elman Network and Applications for Identifying and Controlling Ultrasonic Motors
Ge Hong-Wei, Du Wen-Li, Qian Feng, Wang Lu

41. A Cultural Algorithm for Solving the Set Covering Problem
Broderick Crawford, Carolina Lagos, Carlos Castro, Fernando Paredes

42. Integration of Production and Distribution Planning Using a Genetic Algorithm in Supply Chain Management
Byung Joo Park, Hyung Rim Choi, Moo Hong Kang

43. Bacteria Swarm Foraging Optimization for Dynamical Resource Allocation in a Multizone Temperature Experimentation Platform
Mario A. Muñoz, Jesús A. López, Eduardo Caicedo

44. An Ant Colony Optimization plug-in to Enhance the Interpretability of Fuzzy Rule Bases with Exceptions
P. Carmona, J. L. Castro

45. Performance Improvement of the Attitude Estimation System Using Fuzzy Inference and Genetic Algorithms
Min-Soo Kim

46. Multi Objective Optimization in Machining Operations
Orlando Durán, Roberto Barrientos, Luiz Airton Consalter

47. Evolutionary Computing for the Optimization of Mathematical Functions
Fevrier Valdez, Patricia Melin, Oscar Castillo

48. Providing Intelligence to Evolutionary Computational Methods
Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda

49. Representing Fuzzy Numbers for Fuzzy Calculus
Luciano Stefanini, Laerte Sorini

50. Fuzzy Parallel Processing of Hydro Power Plants – Why Not?
Dimitar Vasilev Lakov

51. A Dynamic Method of Experiment Design of Computer Aided Sensory Evaluation
Bin Luo

52. Measure of Uncertainty in Regional Grade Variability
Bulent Tutmez, Uzay Kaymak

53. PC-TOPSIS Method for the Selection of a Cleaning System for Engine Maintenance
Ma Socorro Garcia, Ma Teresa Lamata, J. L. Verdegay

54. Coordination Uncertainty of Belief Measures in Information Fusion
Zhenyuan Wang, George J. Klir

55. Two-Input Fuzzy TPE Systems
Joao P. Carvalho, Jose Tome, Daniel Chang-Yan

56. Intelligent Decision Support System
Janos L. Grantner, George A. Fodor, Ramakrishna Gottipati, Norali Pernalete, Sandra Edwards

57. An Adaptive Location Service on the Basis of Fuzzy Logic for MANETs
Ihn-Han Bae, Yoon-Jeong Kim

58. Fuzzy Logic Based Replica Management Infrastructure for Balanced Resource Allocation and Efficient Overload Control of the Complex Service-Oriented Applications
Jun Wang, Di Zheng, Huai-Min Wang, Quan-Yuan Wu

59. A Fuzzy-Neural Approach with BPN Post-classification for Job Completion Time Prediction in a Semiconductor Fabrication Plant
Toly Chen

60. Enhanced Genetic Algorithm-Based Fuzzy Multiobjective Strategy to Multiproduct Batch Plant Design
Alberto A. Aguilar-Lasserre, Catherine Azzaro-Pantel, Luc Pibouleau, Serge Domenech

61. Extension or Resolution: A Novel Approach for Reasoning in Possibilistic Logic
Yin Minghao, Jigui Sun

62. Applying Genetic-Fuzzy Approach to Model Polyester Dyeing
Maryam Nasiri, S. Mahmoud Taheri, Hamed Tarkesh

63. Gear Fault Diagnosis in Time Domains by Using Bayesian Networks
Yuan Kang, Chun-Chieh Wang, Yeon-Pun Chang

64. An Intelligent Hybrid Algorithm for Job-Shop Scheduling Based on Particle Swarm Optimization and Artificial Immune System
Ge Hong-Wei, Du Wen-Li, Qian Feng, Wang Lu

65. Fuzzy Multi-criteria Decision Making Method for Machine Selection
?rfan Ertu?rul, Mustafa Güne?

66. Fuzzy Goal Programming and an Application of Production Process
?rfan Ertu?rul, Mustafa Güne?

67. The Usage of Fuzzy Quality Control Charts to Evaluate Product Quality and an Application
Irfan Ertu?rul, Mustafa Güne?

68. An Intelligent Belief-Desire-Intention Agent for Digital Game-Based Learning
Christian Anthony L. Go, Won-Hyung Lee

69. Improved Scheme for Telematics Fault Tolerance with Agents
Woonsuk Suh, Seunghwa Lee, Eunseok Lee

70. Multi-agent Based Integration of Production and Distribution Planning Using Genetic Algorithm in the Supply Chain Management
Byung Joo Park, Hyung Rim Choi, Moo Hong Kang

71. Modeling and Simulation by Petri Networks of a Fault Tolerant Agent Node
Arnulfo Alanis Garza, Juan José Serrano, Rafael Ors Carot, José Mario García Valdez

72. The Game of Life Using Polynomial Discrete Time Cellular Neural Networks
Eduardo Gomez-Ramirez, Giovanni Egidio Pazienza

73. Reinforcement Learning in Continuous Systems: Wavelet Networks Approach
I. S. Razo-Zapata, J. Waissman-Vilanova, L. E. Ramos-Velasco

74. Support Vector Machine-Based ECG Compression
S. M. Szilágyi, L. Szilágyi, Z. Benyó

75. Tuning FCMP to Elicit Novel Time Course Signatures in fMRI Neural Activation Studies
Mark D. Alexiuk, Nick J. Pizzi, Witold Pedrycz

76. Moving Object Tracking Using the Particle Filter and SOM in Robotic Space with Network Sensors
TaeSeok Jin, JinWoo Park

77. Robust Stability Analysis of a Fuzzy Vehicle Lateral Control System Using Describing Function Method
Jau-Woei Perng, Bing-Fei Wu, Tien-Yu Liao, Tsu-Tian Lee

78. Self-tunable Fuzzy Inference System: A Comparative Study for a Drone
Hichem Maaref, Kadda Meguenni Zemalache, Lotfi Beji

79. Optimal Path Planning for Autonomous Mobile Robot Navigation Using Ant Colony Optimization and a Fuzzy Cost Function Evaluation
M. A. Porta García, Oscar Montiel, Oscar Castillo, Roberto Sepúlveda

80. Intelligent Control and Planning of Autonomous Mobile Robots Using Fuzzy Logic and Multiple Objective Genetic Algorithms
Oscar Castillo, Jose Soria, Hector Arias, Jose Blas Morales, Mirsa Inzunza

81. Generalized Reinforcement Learning Fuzzy Control with Vague States
Mohammad Hossein Fazel Zarandi, Javid Jouzdani, Ismail Burhan Turksen

82. New Cluster Validity Index with Fuzzy Functions
Asli Çelikyilmaz, I. Burhan Türk?en

83. A Fuzzy Model for Supplier Selection and Development
M. H. Fazel Zarandi, Mahmood Rezaei Sadrabadi, I. Burhan Turksen

84. A Neuro-fuzzy Multi-objective Design of Shewhart Control Charts
Mohammad Hossein Fazel Zarandi, Adel Alaeddini, I. Burhan Turksen, Mahdi Ghazanfari

Keywords: Engineering, Appl.Mathematics/Computational Methods of Engineering, Artificial Intelligence (incl. Robotics), Applications of Mathematics

Author(s)
 
 
 
 
Publisher
Springer
Publication year
2007
Language
en
Edition
1
Series
Advances in Soft Computing
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783540724322

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