Adaptive and Natural Computer Algorithms

by Beliczynski, Bartlomiej; Dzielinski, Andrzej; Iwanowski, Marcin; Ribeiro, Bernardete

• ISBN13: 9783540715894
• ISBN10: 3540715894
• Format: Paperback
• Copyright: 2007-04-02
• Publisher: Springer-Verlag New York Inc

Summary

The two volume set LNCS 4431 and LNCS 4432 constitutes the refereed proceedings of the 8th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2007, held in Warsaw, Poland, in April 2007. The 178 revised full papers presented were carefully reviewed and selected from a total of 474 submissions. The 94 papers of the first volume are organized in topical sections on evolutionary computation, genetic algorithms, particle swarm optimization, learning, optimization and games, fuzzy and rough systems, just as classification and clustering. The second volume contains 84 contributions related to neural networks, support vector machines, biomedical signal and image processing, biometrics, computer vision, as well as to control and robotics.

Table of Contents

Evolutionary induction of decision trees for misclassification cost minimization	p. 1
DNA Based evolutionary approach for microprocessor design automation	p. 11
Multiple sequence alignment with evolutionary-progressive method	p. 23
Optimal design centring through a hybrid approach based on evolutionary algorithms and Monte Carlo simulation	p. 31
A new self-adaptative crossover operator for real-coded evolutionary algorithms	p. 39
Wavelet enhanced analytical and evolutionary approaches to time series forecasting	p. 49
Gradient based stochastic mutation operators in evolutionary multi-objective optimization	p. 58
Co-evolutionary multi-agent system with predator-prey mechanism for multi-objective optimization	p. 67
Optical design with epsilon-dominated multi-objective evolutionary algorithm	p. 77
Boosting the performance of a multiobjective algorithm to design RBFNNs through parallelization	p. 85
Immune algorithm versus differential evolution : a comparative case study using high dimensional function optimization	p. 93
Self-adaptive evolutionary methods in designing skeletal structures	p. 102
An evolutionary approach to task graph scheduling	p. 110
Universal quantum gates via Yang-baxterization of dihedral quantum double	p. 120
Evolutionary Bi-objective learning with lowest complexity in neural networks : empirical comparisons	p. 128
Improving the quality of the pareto frontier approximation obtained by semi-elitist evolutionary multi-agent system using distributed and decentralized frontier crowding mechanism	p. 138
On semantic properties of interestingness measures for extracting rules from data	p. 148
A new mutation operator for the elitism-based compact genetic algorithm	p. 159
Genetic programming for proactive aggregation protocols	p. 167
Automatic synthesis for quantum circuits using genetic algorithms	p. 174
Clonal selection approach with mutations based on symmetric [alpha]-stable distributions for non-stationary optimization tasks	p. 184
Minimizing cycle time of the flow line - genetic approach with gene expression	p. 194
Genetic-greedy hybrid approach for topological active nets optimization	p. 202
On sum coloring of graphs with parallel genetic algorithms	p. 211
Liquid state genetic programming	p. 220
Genetic based distribution service restoration with minimum average energy not supplied	p. 230
Multi-objective feature selection with NSGA II	p. 240
Design of 2-D IIR filters using two error criteria with genetic algorithm	p. 248
A hybrid genetic algorithm with simulated annealing for nonlinear blind equalization using RBF networks	p. 257
Feature extraction of speech signal by genetic algorithms-simulated annealing and comparison with linear predictive coding based methods	p. 266
Automatic design of ANNs by means of GP for data mining tasks : Iris flower classification problem	p. 276
FPGA implementation of evolvable characters recognizer with self-adaptive mutation rates	p. 286
A multi-gene-feature-based genetic algorithm for prediction of operon	p. 296
Application of Micro-GA for an optimal direct design method of steel frame	p. 306
Multi-objective optimal public investment : an extended model and genetic algorithm-based case study	p. 314
Many-objective particle swarm optimization by gradual leader selection	p. 323
Mixed ant colony optimization for the unit commitment problem	p. 332
A shuffled complex evolution of particle swarm optimization algorithm	p. 341
Wasp swarm algorithm for dynamic MAX-SAT problems	p. 350
Particle swarm optimization for the multidimensional knapsack problem	p. 358
Particle swarms for multimodal optimization	p. 366
Quantum-behaved particle swarm optimization with binary encoding	p. 376
Artificial environment for simulation of emergent behaviour	p. 386
A novel and more efficient search strategy of quantum-behaved particle swarm optimization	p. 394
Extracting grammars from RNA sequences	p. 404
Modeling human performance in two player zero sum games using Kelly criterion	p. 414
No-regret boosting	p. 422
Evolutionary approach to the game of checkers	p. 432
Implementation of an interactive NPC based on game ontology and game community Q/A bulletin board	p. 441
Theory of saplings growing up algorithm	p. 450
Improved production of competitive learning rules with an additional term for vector quantization	p. 461
Reinforcement learning in fine time discretization	p. 470
Agent-based approach to solving the resource constrained project scheduling problem	p. 480
A model of non-elemental associative learning in the mushroom body neuropil of the insect brain	p. 488
Performance-based Bayesian learning for resource collaboration optimization in manufacturing grid	p. 498
A hybrid simulated-annealing algorithm for two-dimensional strip packing problem	p. 508
Handling linguistic values in knowledge acquisition	p. 517
An IA based approach for the optimal design of traffic-monitor systems	p. 526
Finding the optimal path in 3D spaces using EDAs - the wireless sensor networks scenario	p. 536
Evidential reasoning based on multisensor data fusion for target identification	p. 546
A simple and compact algorithm for the RMQ and its application to the longest common repeat problem	p. 554
Improved bacterial foraging algorithms and their applications to job shop scheduling problems	p. 562
An evolutionary approach for approximating the solutions of systems of linear fuzzy equations	p. 570
On fuzzy driven support for SD-efficient portfolio selection	p. 578
Fuzzy kernel ridge regression for classification	p. 588
Assessment of the accuracy of the process of ceramics grinding with the use of fuzzy interference	p. 596
A dynamic resource broker and fuzzy logic based scheduling algorithm in grid environment	p. 604
Improving business failure predication using rough sets with non-financial variables	p. 614
Optimization of fuzzy model driven to IG and HFC-based GAs	p. 622
Potential assessment of an ellipsoidal neural fuzzy time series model for freeway traffic prediction	p. 631
Digital model of series resonant converter with piezoelectric ceramic transducers and fuzzy logic control	p. 640
A method to classify collaboration in CSCL systems	p. 649
Electromagnetic levitation system with clustering based fuzzy controller	p. 657
Fuzzy relation-based PNNs with the aid of IG and symbolic gene type-based GAs	p. 666
Pricing the foreign currency options with the fuzzy numbers based on the Garman-Kohlhagen model	p. 674
Designing rough sets attributes reduction based video deinterlacing system	p. 684
Optimization of fuzzy membership function using clonal selection	p. 694
Clustering of leaf-labelled trees	p. 702
Social organization of evolving multiple classifier system functioning in changing environments	p. 711
Softening splits in decision trees using simulated annealing	p. 721
A novel architecture for the classification and visualization of sequential data	p. 730
Locally scaled density based clustering	p. 739
Hierarchical rules for a hierarchical classifier	p. 749
A demonstration of clustering in protein contact maps for alpha helix pairs	p. 758
Dynamic data probes	p. 767
Classifying chemical compounds using contrast and common patterns	p. 772
Power transients characterization and classification using higher-order cumulants and competitive layers	p. 782
Mutual information estimation in higher dimensions : a speed-up of a k-nearest neighbor based estimator	p. 790
Grammar-based classifier system for recognition of promoter regions	p. 798
Learning Bayesian classifiers from dependency network classifiers	p. 806
Determining the dependency among clauses based on machine learning techniques	p. 814
Using real-valued meta classifiers to integrate and contextualize binding site predictions	p. 822
Effectiveness of feature space selection on credit engineering on multi-group classification cases	p. 830
Constructing stereotypes for an adaptive e-Shop using AIN-based clustering	p. 837
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