Computational Intelligence

by Madani, Kurosh; Correia, Antonio Dourado; Rosa, Agostinho; Filipe, Joaquim

• ISBN13: 9783642202056
• ISBN10: 3642202055
• Format: Hardcover
• Copyright: 2011-02-25
• Publisher: Springer-Nature New York Inc

Summary

The present book includes a set of selected extended papers from the first International Joint Conference on Computational Intelligence (IJCCI 2009), held in Madeira, Portugal, from 5 to 7 October 2009. The conference was composed by three co-located conferences:#xA0; The International Conference on Fuzzy Computation (ICFC), the International Conference on Evolutionary Computation (ICEC),#xA0; and the International Conference on Neural Computation (ICNC). Recent progresses in scientific developments and applications in these three areas are reported in this book.IJCCI received 231 submissions, from 35 countries, in all continents. After a double blind paper review performed by the Program Committee, only 21 submissions were accepted as full papers and thus selected for oral presentation, leading to a full paper acceptance ratio of 9%. Additional papers were accepted as short papers and posters. A further selection was made after the Conference, based also on the assessment of presentation quality and audience interest, so that this book includes the extended and revised versions of the very best papers of IJCCI 2009.Commitment to high quality standards is a major concern of IJCCI that will be maintained in the next editions, considering not only the stringent paper acceptance ratios but also the quality of the program committee, keynote lectures, participation level and logistics.#xA0;

Table of Contents

Invited Papers
Mechanisms of the Brain and Cultures	p. 3
A Framework for Intelligent Analysis of Intelligence Data	p. 23
Fuzzy Computation
Symbolic Knowledge Extraction from Trained Neural Networks Governed by Lukasiewicz Logics	p. 45
Wireless Signal and Information Tracking Using Fuzzy Logic	p. 59
Redefinition of Mutual Information in the Fuzzy Sets Framework for Computational Genomics	p. 73
Exact Membership Functions for the Fuzzy Weighted Average	p. 85
Evolutionary Computation
Knowledge-Based Constrained Function Optimization Using Cultural Algorithms with an Enhanced Social Influence Metaphor	p. 103
Reconstructing Dynamic Target Functions by Means of Genetic Programming Using Variable Population Size	p. 121
Interactive Evolution for Designing Motion Variants	p. 135
Dual Phase Evolution as a Framework for Understanding Complex Adaptive Systems	p. 151
Ant Colonies to Assign Terminals to Concentrators	p. 165
A Statistical Study of the Effects of Neighborhood Topologies in Particle Swarm Optimization	p. 179
Neural Computation
Genetic Algorithms Applied to Spectral Index Extraction	p. 195
Algorithms of Image Restoration in Self-organizing Maps Grounded on Learning with Neighboring Inputs	p. 209
On the Projection of k-Valued Non-linearly Separable Problems into m-Valued Linearly Separable Problems	p. 223
Dual Adaptive Neurocontrol of Mobile Robots Using the Unscented Transform: Monte Carlo and Experimental Validation	p. 237
Multimodal System Based on Self-organizing Maps	p. 251
Hydraulic Head Interpolation in an Aquifer Unit Using ANFIS and Ordinary Kriging	p. 265
Predicting NN5 Time Series with Neurosolver	p. 277
Author Index	p. 289
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