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Soft Computing Applications in Optimization, Control, and Recognition 2013

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Patricia Melin, Oscar Castillo:
Soft Computing Applications in Optimization, Control, and Recognition. Studies in Fuzziness and Soft Computing 294, Springer 2013, ISBN 978-3-642-35322-2

Optimization Methods and Applications

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  - series/sfsc/AstudilloMC13
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Leslie Astudillo, Patricia Melin, Oscar Castillo:
Optimization of Type-2 and Type-1 Fuzzy Tracking Controllers for an Autonomous Mobile Robot under Perturbed Torques by Means of a Chemical Optimization Paradigm. 3-26
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  - series/sfsc/Rodriguez-CristernaT13
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Arturo Rodríguez-Cristerna, Jose Torres-Jimenez:
A Genetic Algorithm for the Problem of Minimal Brauer Chains for Large Exponents. 27-51
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  - series/sfsc/VillanuevaHVRSF13
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David Terán Villanueva, Héctor Joaquín Fraire Huacuja, Juan Martín Carpio Valadez, Rodolfo A. Pazos Rangel, Héctor José Puga Soberanes, José Antonio Martínez Flores:
Cellular Processing Algorithms. 53-74

Soft Computing in Intelligent Control Applications

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  - series/sfsc/MelendezC13
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Abraham Melendez, Oscar Castillo:
Hierarchical Genetic Optimization of the Fuzzy Integrator for Navigation of a Mobile Robot. 77-96
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  - series/sfsc/MaldonadoCM13
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Yazmín Maldonado, Oscar Castillo, Patricia Melin:
Particle Swarm Optimization for Multi-objective Control Design Using AT2-FLC in FPGA Device. 97-124
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  - series/sfsc/CervantesC13
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Leticia Cervantes, Oscar Castillo:
Genetic Optimization of Modular Type-1 Fuzzy Controllers for Complex Control Problems. 125-154

Soft Computing in Pattern Recognition Applications

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  - series/sfsc/SanchezM13
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Daniela Sánchez, Patricia Melin:
Multi-Objective Hierarchical Genetic Algorithm for Modular Granular Neural Network Optimization. 157-185
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Fernando Gaxiola, Patricia Melin, Fevrier Valdez:
Type-2 Fuzzy Weight Adjustment for Backpropagation in Prediction Time Series and Pattern Recognition. 187-213
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  - series/sfsc/Morales-FloresRGA13
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Emanuel Morales-Flores, Juan Manuel Ramírez-Cortés, Pilar Gómez-Gil, Vicente Alarcón Aquino:
Brain Computer Interface Development Based on Recurrent Neural Networks and ANFIS Systems. 215-236

Soft Computing: Theory and New Models

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Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro:
An Analysis of the Relationship between the Size of the Clusters and the Principle of Justifiable Granularity in Clustering Algorithms. 239-263
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  - series/sfsc/Alvarado-MaganaDCC13
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Juan Paulo Alvarado-Magaña, Antonio Rodríguez Díaz, Juan R. Castro, Oscar Castillo:
Type-2 Fuzzy Logic Grammars in Language Evolution. 265-286
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  - series/sfsc/Soria-AlcarazCPTRS13
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Jorge Alberto Soria-Alcaraz, Juan Martín Carpio, Héctor Puga, Hugo Terashima-Marín, Laura Cruz Reyes, Marco Aurelio Sotelo-Figueroa:
Methodology of Design: A Novel Generic Approach Applied to the Course Timetabling Problem. 287-319
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  - series/sfsc/DominguezRS13
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Josué Domínguez, Oscar Montiel Ross, Roberto Sepúlveda:
High-Performance Architecture for the Modified NSGA-II. 321-341

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