Artificial Intelligence and Soft Computing: 10th International Conference, ICAISC 2010 Zakopane, Poland, June 13-17, 2010, Part II

ISBN-13: 9783642132315 / Angielski / Miękka / 2010 / 740 str.

Leszek Rutkowski; Rafal Scherer; Ryszard Tadeusiewicz

Opis

This volume constitutes the proceedings of the 10th International Conference on Arti?cial Intelligence and Soft Computing, ICAISC 2010, held in Zakopane, PolandduringJune13-17,2010. TheconferencewasorganizedbythePolishN- ral Network Society in cooperation with the Academy of Management in L od z (SWSPiZ), the Department of Computer Engineering at the Czestochowa U- versity of Technology, and the IEEE Computational Intelligence Society, Poland Chapter. The previous conferences took place in Kule (1994), Szczyrk (1996), Kule (1997) and Zakopane (1999, 2000, 2002, 2004, 2006, 2008) and attracted a large number of papers and internationally recognized speakers: Lot? A. Zadeh, Shun-ichi Amari, Daniel Amit, Piero P. Bonissone, Zdzislaw Bubnicki, Andrzej Cichocki, WlodzislawDuch, PabloA. Est evez, JerzyGrzymala-Busse, Kaoru- rota, Janusz Kacprzyk, Laszlo T. Koczy, Soo-Young Lee, Robert Marks, Ev- gelia Micheli-Tzanakou, Erkki Oja, Witold Pedrycz, Sarunas Raudys, Enrique Ruspini, Jorg Siekman, Roman Slowinski, Ryszard Tadeusiewicz, Shiro Usui, Ronald Y. Yager, Syozo Yasui and Jacek Zurada. The aim of this conference is to build a bridge between traditional arti?cial intelligence techniques and recently developed soft computing techniques. It was pointed out by Lot? A. Zadeh that Soft Computing (SC) is a coalition of methodologies which are o- ented toward the conception and design of information/intelligent systems. The principal members of the coalition are: fuzzy logic (FL), neurocomputing (NC), evolutionary computing (EC), probabilistic computing (PC), chaotic computing (CC), and machine learning (ML). The constituent methodologies of SC are, for themostpart, complementaryandsynergisticratherthancompetitive. Thisv- ume presents both traditional arti?cial intelligence methods and soft computing techniques."

Spis treści

Neural Networks and Their Applications.- Complex-Valued Neurons with Phase-Dependent Activation Functions.- ART-Type Artificial Neural Networks Applications for Classification of Operational States in Wind Turbines.- Parallel Realisation of the Recurrent Elman Neural Network Learning.- The Investigating of Influence of Quality Criteria Coefficients on Global Complex Models.- Quasi-parametric Recovery of Hammerstein System Nonlinearity by Smart Model Selection.- Recent Progress in Applications of Complex-Valued Neural Networks.- Hybrid-Maximum Neural Network for Depth Analysis from Stereo-Image.- Towards Application of Soft Computing in Structural Health Monitoring.- Persistent Activation Blobs in Spiking Neural Networks with Mexican Hat Connectivity.- Neurogenetic Approach for Solving Dynamic Programming Problems.- Optimization of Parameters of Feed-Back Pulse Coupled Neural Network Applied to the Segmentation of Material Microstructure Images.- Hybrid Neural Networks as Prediction Models.- Fast Robust Learning Algorithm Dedicated to LMLS Criterion.- Using Neural Networks for Simplified Discovery of Some Psychological Phenomena.- Hybrid Learning of Regularization Neural Networks.- Computer Assisted Peptide Design and Optimization with Topology Preserving Neural Networks.- Evolutionary Algorithms and Their Applications.- Evolutionary Designing of Logic-Type Fuzzy Systems.- Combining Evolutionary and Sequential Search Strategies for Unsupervised Feature Selection.- An Evolutionary Algorithm for Global Induction of Regression Trees.- Using Genetic Algorithm for Selection of Initial Cluster Centers for the K-Means Method.- Classified-Chime Sound Generation Support System Using an Interactive Genetic Algorithm.- Evolutionary Algorithms with Stable Mutations Based on a Discrete Spectral Measure.- Determining Subunits for Sign Language Recognition by Evolutionary Cluster-Based Segmentation of Time Series.- Analysis of the Distribution of Individuals in Modified Genetic Algorithms.- Performance Analysis for Genetic Quantum Circuit Synthesis.- Steering of Balance between Exploration and Exploitation Properties of Evolutionary Algorithms - Mix Selection.- Extending Genetic Programming to Evolve Perceptron-Like Learning Programs.- An Informed Genetic Algorithm for University Course and Student Timetabling Problems.- Agent Systems, Robotics and Control.- Evaluation of a Communication Platform for Safety Critical Robotics.- How to Gain Emotional Rewards during Human-Robot Interaction Using Music? Formulation and Propositions.- Discrete Dual–Heuristic Programming in 3DOF Manipulator Control.- Discrete Model-Based Adaptive Critic Designs in Wheeled Mobile Robot Control.- Using Hierarchical Temporal Memory for Vision-Based Hand Shape Recognition under Large Variations in Hand’s Rotation.- Parallel Graph Transformations with Double Pushout Grammars.- Ant Agents with Distributed Knowledge Applied to Adaptive Control of a Nonstationary Traffic in Ad-Hoc Networks.- Dynamic Matrix Control Algorithm Based on Interpolated Step Response Neural Models.- Approximate Neural Economic Set-Point Optimisation for Control Systems.- Injecting Service-Orientation into Multi-Agent Systems in Industrial Automation.- Design of a Neural Network for an Identification of a Robot Model with a Positive Definite Inertia Matrix.- A Fast Image Analysis Technique for the Line Tracking Robots.- Multi-agent Logic with Distances Based on Linear Temporal Frames.- On Data Representation in Reactive Systems Based on Activity Trace Concept.- Various Problems of Artificial Intelligence.- Optimization of the Height of Height-Adjustable Luminaire for Intelligent Lighting System.- RSIE: A Tool Dedicated to Reflexive Systems.- A Model for Temperature Prediction of Melted Steel in the Electric Arc Furnace (EAF).- Parallel Hybrid Metaheuristics for the Scheduling with Fuzzy Processing Times.- A Neuro-tabu Search Algorithm for the Job Shop Problem.- Parallel Meta2heuristics for the Flexible Job Shop Problem.- Particle Swarm Optimization for Container Loading of Nonorthogonal Objects.- Distributed Control of Illuminance and Color Temperature in Intelligent Lighting System.- Adaptive Spring Systems for Shape Programming.- Iterated Local Search for de Novo Genomic Sequencing.- Tournament Searching Method to Feature Selection Problem.- New Linguistic Hedges in Construction of Interval Type-2 FLS.- Construction of Intelligent Lighting System Providing Desired Illuminance Distributions in Actual Office Environment.- The Theory of Affinities Applied to the Suppliers’ Sustainable Management.- Protrace: Effective Recursion Tracing and Debugging Library for Functional Programming Style in Common Lisp.- Automatic Data Understanding: A Necessity of Intelligent Communication.- Memory Usage Reduction in Hough Transform Based Music Tunes Recognition Systems.- CogBox - Combined Artificial Intelligence Methodologies to Achieve a Semi-realistic Agent in Serious Games.- Coupling of Immune Algorithms and Game Theory in Multiobjective Optimization.- Intelligent E-Learning Systems for Evaluation of User’s Knowledge and Skills with Efficient Information Processing.- Interactive Cognitive-Behavioral Decision Making System.- The Influence of Censoring for the Performance of Survival Tree Ensemble.- Clustering Polish Texts with Latent Semantic Analysis.- Hybrid Immune Algorithm for Many Optima.- Combining ESOMs Trained on a Hierarchy of Feature Subsets for Single-Trial Decoding of LFP Responses in Monkey Area V4.- XML Schema and Data Summarization.- Sample-Based Collection and Adjustment Algorithm for Metadata Extraction Parameter of Flexible Format Document.- A New Stochastic Algorithm for Strategy Optimisation in Bayesian Influence Diagrams.- Forecasting in a Multi-skill Call Centre.- Identification of Load Parameters for an Elastic-Plastic Beam Basing on Dynamic Characteristics Changes.- Architecture of the HeaRT Hybrid Rule Engine.- Using Extended Cardinal Direction Calculus in Natural Language Based Systems.- Metamodelling Approach towards a Disaster Management Decision Support System.- Comparison Judgments in Incomplete Saaty Matrices.- Application of an Expert System for Some Logistic Problems.- AI Methods for a Prediction of the Pedagogical Efficiency Factors for Classical and e-Learning System.- Online Speed Profile Generation for Industrial Machine Tool Based on Neuro-fuzzy Approach.- The Design of an Active Seismic Control System for a Building Using the Particle Swarm Optimization.- The Normalization of the Dempster’s Rule of Combination.- CI in General Game Playing - To Date Achievements and Perspectives.- Soft Computing Approach to Discrete Transport System Management.- Crowd Dynamics Modeling in the Light of Proxemic Theories.- The Use of Psycholinguistics Rules in Case of Creating an Intelligent Chatterbot.- UMTS Base Station Location Planning with Invasive Weed Optimization.