Overview
- Editors:
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Oscar Castillo
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Division of Graduate Studies and Research, Tijuana Institute of Technology, Tijuana, Mexico
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Patricia Melin
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Division of Graduate Studies and Research, Tijuana Institute of Technology, Tijuana, Mexico
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Janusz Kacprzyk
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Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland
- Describes recent advances in fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid combinations
- Presents applications in areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction, and optimization of complex problems
- Written by experts in the field
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Table of contents (53 chapters)
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Optimization and Evolutionary Algorithms
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- Teodoro Macias-Escobar, Bernabé Dorronsoro, Laura Cruz-Reyes, Nelson Rangel-Valdez, Claudia Gómez-Santillán
Pages 463-477
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- Daniel A. MartÃnez-Vega, Laura Cruz-Reyes, Claudia Guadalupe Gomez-Santillan, Fausto Balderas-Jaramillo, Marco Antonio Aguirre-Lam
Pages 479-492
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- Héctor JoaquÃn Fraire Huacuja, Eduardo RodrÃguez del Angel, Juan Javier González Barbosa, Alejandro Estrada Padilla, Lucila Morales RodrÃguez
Pages 493-507
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- Juan A. Montesino-Guerra, Héctor Puga, J. MartÃn Carpio, Manuel Ornelas-RodrÃguez, A. Rojas-DomÃnguez, Lucero Ortiz-Aguilar
Pages 509-526
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- Carlos Juarez-Santini, J. A. Soria-Alcaraz, M. A. Sotelo-Figueroa, Esteves-Jiménez Velino
Pages 527-548
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Intelligent Agents
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Front Matter
Pages 549-549
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- Alejandro Platas-López, Alejandro Guerra-Hernández, Nicandro Cruz-RamÃrez, Marcela Quiroz-Castellanos, Francisco Grimaldo, Mario Paolucci et al.
Pages 551-565
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- Jaime Salinas-Hernández, Mario Garcia-Valdez
Pages 581-592
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- Asya Stoyanova-Doycheva, Todorka Glushkova, Vanya Ivanova, Lyubka Doukovska, Stanimir Stoyanov
Pages 593-611
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Pattern Recognition
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Front Matter
Pages 613-613
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- G. López-Vázquez, A. Espinal, Manuel Ornelas-RodrÃguez, J. A. Soria-Alcaraz, A. Rojas-DomÃnguez, Héctor Puga et al.
Pages 615-628
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- Antonio Herrera-Acosta, A. Rojas-DomÃnguez, J. MartÃn Carpio, Manuel Ornelas-RodrÃguez, Héctor Puga
Pages 629-643
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- Juan Carlos Moreno-Rodriguez, Juan Manuel Ramirez-Cortes, Rene Arechiga-Martinez, Pilar Gomez-Gil, Juan Carlos Atenco-Vazquez
Pages 645-657
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- Viviana Yarel Rosales-Morales, Nicandro Cruz-RamÃrez, Laura Nely Sánchez-Morales, Giner Alor-Hernández, Marcela Quiroz-Castellanos, Efrén Mezura-Montes
Pages 659-674
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- Mario I. Chacon-Murguia, Carlos E. Cañedo-Figueroa, Juan A. Ramirez-Quintana
Pages 675-689
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Hybrid Intelligent Systems
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Front Matter
Pages 691-691
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- Sonakshi Vij, Amita Jain, Devendra Tayal
Pages 693-701
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- Grigori Sidorov, Rodolfo A. Pazos R., José A. MartÃnez F., J. MartÃn Carpio, Alan G. Aguirre L.
Pages 703-714
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- José A. MartÃnez F., Rodolfo A. Pazos R., Héctor Puga, Juana Gaspar H.
Pages 715-725
About this book
This book describes the latest advances in fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid intelligent combinations, and their applications in the areas such as intelligent control, robotics, pattern recognition, medical diagnosis, time series prediction, and optimization. The topic is highly relevant as most current intelligent systems and devices use some form of intelligent feature to enhance their performance. The book also presents new and advanced models and algorithms of type-2 fuzzy logic and intuitionistic fuzzy systems, which are of great interest to researchers in these areas. Further, it proposes novel, nature-inspired optimization algorithms and innovative neural models. Featuring contributions on theoretical aspects as well as applications, the book appeals to a wide audience.