Table of Contents
Transcrição
Table of Contents
Table of Contents Preface.................................................................................................................................................. xvi Chapter 1 Conceptual and Practical Aspects of the aiNet Family of Algorithms ................................................... 1 Fabrício O. de França, University of Campinas, Unicamp, Brazil Guilherme P. Coelho, University of Campinas, Unicamp, Brazil Pablo A. D. Castro, University of Campinas, Unicamp, Brazil Fernando J. Von Zuben, University of Campinas, Unicamp, Brazil Chapter 2 Cognitively Inspired Neural Network for Recognition of Situations ................................................... 39 Roman Ilin, Air Force Research Laboratory, Sensors Directorate, RYHE, USA Leonid Perlovsky, Air Force Research Laboratory, Sensors Directorate, RYHE, USA Chapter 3 Wave Propagation in Filamental Cellular Automata.............................................................................. 60 Alan Gibbons, King’s College London, UK Martyn Amos, Manchester Metropolitan University, UK Chapter 4 Quantum Automata with Open Time Evolution.................................................................................... 74 Mika Hirvensalo, University of Turku, Finland Chapter 5 A Grasp with Path-Relinking for the Workover Rig Scheduling Problem............................................ 90 Alexandre Venturin Faccin Pacheco, Federal University of Espírito Santo – UFES, Brazil Glaydston Mattos Ribeiro, Federal University of Espírito Santo – UFES, Brazil Geraldo Regis Mauri, Federal University of Espírito Santo – UFES, Brazil Chapter 6 A New Differential Evolution Based Metaheuristic for Discrete Optimization.................................. 104 Ricardo Sérgio Prado, Instituto Federal de Minas Gerais, Brazil Rodrigo César Pedrosa Silva, Universidade Federal de Ouro Preto, Brazil Frederico Gadelha Guimarães, Universidade Federal de Ouro Preto, Brazil Oriane Magela Neto, Universidade Federal de Minas Gerais, Brazil Chapter 7 Memetic and Evolutionary Design of Wireless Sensor Networks Based on Complex Network Characteristics....................................................................................................... 120 André Siqueira Ruela, Universidade Federal de Ouro Preto, Brazil Raquel da Silva Cabral, Universidade Federal de Minas Gerais, Brazil André Luiz Lins Aquino, Universidade Federal de Ouro Preto, Brazil Frederico Gadelha Guimarães, Universidade Federal de Ouro Preto, Brazil Chapter 8 An Improved Artificial Bee Colony Algorithm for the Object Recognition Problem in Complex Digital Images Using Template Matching .......................................................................................... 141 Chidambaram Chidambaram, Federal Technological University of Paraná (UTFPR), Brazil & Santa Catarina State University (UDESC), Brazil Heitor Silvério Lopes, Federal Technological University of Paraná (UTFPR), Brazil Chapter 9 Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approach................. 158 A. Gaspar-Cunha, University of Minho, Portugal F. Mendes, University of Minho, Portugal J. Duarte, Instituto Superior de Engenharia do Porto, Portugal A. Vieira, Instituto Superior de Engenharia do Porto, Portugal B. Ribeiro, University of Coimbra, Portugal A. Ribeiro, Technical University of Lisbon, Portugal J. Neves, Technical University of Lisbon, Portugal Chapter 10 Robust Design of Power Distribution Systems Using an Enhanced Multi-Objective Genetic Algorithm . .......................................................................................................................................... 179 Cristiane G. Taroco, Universidade Federal de Minas Gerais, Brazil Eduardo G. Carrano, Centro Federal de Educação Tecnológica de Minas Gerais, Brazil Oriane M. Neto, Universidade Federal de Minas Gerais, Brazil Chapter 11 Simulation of Multiple Cell Population Dynamics Using a 3-D Cellular Automata Model for Tissue Growth ................................................................................................................................................ 201 Belgacem Ben Youssef, King Saud University, Saudi Arabia & Simon Fraser University, Canada Lenny Tang, Simon Fraser University, Canada Chapter 12 Comparison of Zipper and Non-Zipper Merging Patterns Near Merging Point of Roads ................. 221 Y. Wakita, Nagoya University, Japan T. Iguchi, Nagoya University, Japan H. Shimizu, Nagoya University, Japan T. Tamaki, Okinawa College of Technology, Japan E. Kita, Nagoya University, Japan Chapter 13 Adaptability and Homeostasis in the Game of Life Interacting with the Evolved Cellular Automata.................................................................................................................. 232 Keisuke Suzuki, RIKEN Brain Science Institute, Japan Takashi Ikegami, The University of Tokyo, Japan Chapter 14 Conspecific Emotional Cooperation Biases Population Dynamics: A Cellular Automata Approach............................................................................................................ 255 Megan M. Olsen, University of Massachusetts Amherst, USA Kyle I. Harrington, Brandeis University, USA Hava T. Siegelmann, University of Massachusetts Amherst, USA Chapter 15 Cellular Automata Communication Models: Comparative Analysis of Parallel, Sequential and Asynchronous CA with Simple Threshold Update Rules........................................... 271 Predrag T. Tošić, University of Houston, USA Chapter 16 Response Curves for Cellular Automata in One and Two Dimensions: An Example of Rigorous Calculations................................................................................................ 291 Henryk Fukś, Brock University, Canada Andrew Skelton, Brock University, Canada Chapter 17 Segmentation and Feature Extraction of Panoramic Dental X-Ray Images . ..................................... 306 Pedro H. M. Lira, National Laboratory for Scientific Computing, Brazil Gilson A. Giraldi, National Laboratory for Scientific Computing, Brazil Luiz A. P. Neves, Federal University of Parana, Brazil Chapter 18 Analysis of a Step-Based Watershed Algorithm Using CUDA........................................................... 321 Giovani Bernardes Vitor, Universidade Estadual de Campinas, Brazil André Körbes, Universidade Estadual de Campinas, Brazil Roberto de Alencar Lotufo, Universidade Estadual de Campinas, Brazil Janito Vaqueiro Ferreira, Universidade Estadual de Campinas, Brazil Chapter 19 Object Tracking by Multiple State Management and Eigenbackground Segmentation ..................... 336 Greice Martins de Freitas, Universidade Estadual de Campinas, Brazil Clésio Luis Tozzi, Universidade Estadual de Campinas, Brazil Chapter 20 Microscope Volume Segmentation Improved through Non-Linear Restoration ................................ 344 Moacir P. Ponti, Universidade de São Paulo, Brazil Chapter 21 Recognition of Human Silhouette Based on Global Features ............................................................ 354 Milene Arantes, University of São Paulo, Brazil Adilson Gonzaga, University of São Paulo, Brazil Chapter 22 Mapping with Monocular Vision in Two Dimensions . ...................................................................... 364 Nicolau Leal Werneck, Universidade de São Paulo, Brazil Anna Helena Reali Costa, Universidade de São Paulo, Brazil Compilation of References................................................................................................................ 375 About the Contributors..................................................................................................................... 406 Index.................................................................................................................................................... 413