Advances in Soft Computing and Its Applications

1. Front Matter

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2. Evolutionary and Nature-Inspired Metaheuristic Algorithms

   1. Best Paper Award, Second Place:

      1. The Best Genetic Algorithm I

         • Angel Kuri-Morales, Edwin Aldana-Bobadilla

         Pages 1-15

      2. The Best Genetic Algorithm II

         • Angel Fernando Kuri-Morales, Edwin Aldana-Bobadilla, Ignacio López-Peña

         Pages 16-29

      3. The Concept of Confidence for Inheritance-Based Genetic Algorithms

         • Rubén Aguilar-Rivera, Manuel Valenzuela-Rendón, José Rodríguez-Ortiz

         Pages 30-40

      4. WIGA: Wolbachia Infection Genetic Algorithm for Solving Multi-Objective Optimization Problems

         • Mauricio Guevara-Souza, Edgar E. Vallejo

         Pages 41-51

      5. B-spline Surface Approximation Using Hierarchical Genetic Algorithm

         • G. Trejo-Caballero, C. H. Garcia-Capulin, O. G. Ibarra-Manzano, J. G. Avina-Cervantes, L. M. Burgara-Lopez, H. Rostro-Gonzalez

         Pages 52-63

      6. A Study of Genetic Algorithms to Solve the School Timetabling Problem

         • Rushil Raghavjee, Nelishia Pillay

         Pages 64-80

      7. Explicit Exploration in Estimation of Distribution Algorithms

         • Rogelio Salinas-Gutiérrez, Ángel Eduardo Muñoz-Zavala, Arturo Hernández-Aguirre, Manuel Alonso Castillo-Galván

         Pages 81-92

      8. An Ant Colony Algorithm for Improving Ship Stability in the Containership Stowage Problem

         • Paula Hernández Hernández, Laura Cruz-Reyes, Patricia Melin, Julio Mar-Ortiz, Héctor Joaquín Fraire Huacuja, Héctor José Puga Soberanes et al.

         Pages 93-104

      9. Including Modal Improvisation and Music-Inspired Components to Improve Harmony Search

         • Nicolás Rojas, María-Cristina Riff

         Pages 105-117

3. Neural Networks and Hybrid Intelligent Systems

   1. Best Student Paper Award:

      1. A Massive Parallel Cellular GPU Implementation of Neural Network to Large Scale Euclidean TSP

         • Hongjian Wang, Naiyu Zhang, Jean-Charles Créput

         Pages 118-129

      2. Determination of Cardiac Ejection Fraction by Electrical Impedance Tomography Using an Artificial Neural Network

         • Rogerio G. N. Santos Filho, Luciana C. D. Campos, Rodrigo Weber dos Santos, Luis Paulo S. Barra

         Pages 130-138

      3. Bidirectional Recurrent Neural Networks for Biological Sequences Prediction

         • Isis Bonet, Abdel Rodriguez, Isel Grau

         Pages 139-149

      4. Complete Diagnosis of Electrical Power Systems Using MDS and ANFIS

         • Juan Pablo Nieto González, Pedro Pérez Villanueva

         Pages 150-161

      5. Intelligent Rotor Time Constant Identification Approach in Indirect Field Oriented Induction Motor Drive

         • Moulay Rachid Douiri, Mohamed Cherkaoui

         Pages 162-171

      6. Flame Classification through the Use of an Artificial Neural Network Trained with a Genetic Algorithm

         • Juan Carlos Gómez, Fernando Hernández, Carlos A. Coello Coello, Guillermo Ronquillo, Antonio Trejo

         Pages 172-184

      7. Traffic Sign Recognition Based on Linear Discriminant Analysis

         • Sheila Esmeralda Gonzalez-Reyna, Juan Gabriel Avina-Cervantes, Sergio Eduardo Ledesma-Orozco, Ivan Cruz-Aceves, M. de Guadalupe Garcia-Hernandez

         Pages 185-193

4. Fuzzy Systems

   1. Invited Paper:

      1. Association Measures and Aggregation Functions

         • Ildar Batyrshin

         Pages 194-203

      2. JT2FISA Java Type-2 Fuzzy Inference Systems Class Library for Building Object-Oriented Intelligent Applications

         • Manuel Castañón-Puga, Juan Ramón Castro, Josué Miguel Flores-Parra, Carelia Guadalupe Gaxiola-Pacheco, Luis-Guillermo Martínez-Méndez, Luis Enrique Palafox-Maestre

         Pages 204-215

      3. Fault Detection and Diagnosis of Electrical Networks Using a Fuzzy System and Euclidian Distance

         • César Octavio Hernández Morales, Juan Pablo Nieto González

         Pages 216-224

The two-volume set LNAI 8265 and LNAI 8266 constitutes the proceedings of the 12th Mexican International Conference on Artificial Intelligence, MICAI 2013, held in Mexico City, Mexico, in November 2013. The total of 85 papers presented in these proceedings were carefully reviewed and selected from 284 submissions. The first volume deals with advances in artificial intelligence and its applications and is structured in the following five sections: logic and reasoning; knowledge-based systems and multi-agent systems; natural language processing; machine translation and bioinformatics and medical applications. The second volume deals with advances in soft computing and its applications and is structured in the following eight sections: evolutionary and nature-inspired metaheuristic algorithms; neural networks and hybrid intelligent systems; fuzzy systems; machine learning and pattern recognition; data mining; computer vision and image processing; robotics, planning and scheduling and emotion detection, sentiment analysis and opinion mining.

• complex systems
• evolutionary computation
• logic programming semantics
• plagiarism
• topic modeling
• algorithm analysis and problem complexity

• Universidad Autónoma del Estado de Hidalgo, Hidalgo, Mexico

  Félix Castro

• Centro de Investigación en Computación, Instituto Politécnico Nacional, Mexico City, Mexico

  Alexander Gelbukh

• Tecnológico de Monterrey, Campus Estado de México, Estado de México, Mexico

  Miguel González

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