The International Conference on Computational Science (ICCS 2004) held in Krak ow, Poland, June 6-9, 2004, was a follow-up to the highly successful ICCS 2003 held at two locations, in Melbourne, Australia and St. Petersburg, Russia; ICCS 2002 in Amsterdam, The Netherlands; and ICCS 2001 in San Francisco, USA. As computational science is still evolving in its quest for subjects of inves- gation and e?cient methods, ICCS 2004 was devised as a forum for scientists from mathematics and computer science, as the basic computing disciplines and application areas, interested in advanced computational methods for physics, chemistry, life sciences, engineering, arts and humanities, as well as computer system vendors and software developers. The main objective of this conference was to discuss problems and solutions in all areas, to identify new issues, to shape future directions of research, and to help users apply various advanced computational techniques. The event harvested recent developments in com- tationalgridsandnextgenerationcomputingsystems,tools,advancednumerical methods, data-driven systems, and novel application ?elds, such as complex - stems, ?nance, econo-physics and population evolution.
Inhalt
Track on Numerical Algorithms.- Hierarchical Matrix-Matrix Multiplication Based on Multiprocessor Tasks.- Improving Geographical Locality of Data for Shared Memory Implementations of PDE Solvers.- Cache Oblivious Matrix Transposition: Simulation and Experiment.- An Intelligent Hybrid Algorithm for Solving Non-linear Polynomial Systems.- A Jacobi-Davidson Method for Nonlinear Eigenproblems.- Numerical Continuation of Branch Points of Limit Cycles in MATCONT.- Online Algorithm for Time Series Prediction Based on Support Vector Machine Philosophy.- Improved A-P Iterative Algorithm in Spline Subspaces.- Solving Differential Equations in Developmental Models of Multicellular Structures Expressed Using L-systems.- On a Family of A-stable Collocation Methods with High Derivatives.- Local Sampling Problems.- Recent Advances in Semi-Lagrangian Modelling of Flow through the Strait of Gibraltar.- Efficiency Study of the "Black-Box" Component Decomposition Preconditioning for Discrete Stress Analysis Problems.- Direct Solver Based on FFT and SEL for Diffraction Problems with Distribution.- Non-negative Matrix Factorization for Filtering Chinese Document.- On Highly Secure and Available Data Storage Systems.- Track on Finite Element Method.- A Numerical Adaptive Algorithm for the Obstacle Problem.- Finite Element Model of Fracture Formation on Growing Surfaces.- An Adaptive, 3-Dimensional, Hexahedral Finite Element Implementation for Distributed Memory.- A Modular Design for Parallel Adaptive Finite Element Computational Kernels.- Load Balancing Issues for a Multiple Front Method.- Multiresolutional Techniques in Finite Element Method Solution of Eigenvalue Problem.- Track on Neural Networks.- Self-Organizing Multi-layer Fuzzy Polynomial Neural Networks Based on Genetic Optimization.- Information Granulation-Based Multi-layer Hybrid Fuzzy Neural Networks: Analysis and Design.- Efficient Learning of Contextual Mappings by Context-Dependent Neural Nets.- An Unsupervised Neural Model to Analyse Thermal Properties of Construction Materials.- Intrusion Detection Based on Feature Transform Using Neural Network.- Track on Applications.- Accelerating Wildland Fire Prediction on Cluster Systems.- High Precision Simulation of Near Earth Satellite Orbits for SAR-Applications.- Hybrid Approach to Reliability and Functional Analysis of Discrete Transport System.- Mathematical Model of Gas Transport in Anisotropic Porous Electrode of the PEM Fuel Cell.- Numerical Simulation of Anisotropic Shielding of Weak Magnetic Fields.- Functionalization of Single-Wall Carbon Nanotubes: An Assessment of Computational Methods.- Improved Sampling for Biological Molecules Using Shadow Hybrid Monte Carlo.- A New Monte Carlo Approach for Conservation Laws and Relaxation Systems.- A Parallel Implementation of Gillespie's Direct Method.- Simulation of Deformable Objects Using Sliding Mode Control with Application to Cloth Animation.- Constraint-Based Contact Analysis between Deformable Objects.- Prediction of Binding Sites in Protein-Nucleic Acid Complexes.- Prediction of Protein Functions Using Protein Interaction Data.- Interactions of Magainin-2 Amide with Membrane Lipids.- Dynamics of Granular Heaplets: A Phenomenological Model.- Modelling of Shear Zones in Granular Materials within Hypoplasticity.- Effective Algorithm for Detection of a Collision between Spherical Particles.- Vorticity Particle Method for Simulation of 3D Flow.- Crack Analysis in Single Plate Stressing of Particle Compounds.- A Uniform and Reduced Mathematical Model for Sucker Rod Pumping.- Distributed Computation of Optical Flow.- Analytical Test on Effectiveness of MCDF Operations.- An Efficient Perspective Projection Using VolumeProTM.- Reconstruction of 3D Curvilinear Wireframe Model from 2D Orthographic Views.- Surface Curvature Estimation for Edge Spinning Algorithm.- Visualization of Very Large Oceanography Time-Varying Volume Datasets.- Sphere-Spin-Image: A Viewpoint-Invariant Surface Representation for 3D Face Recognition.- Design and Implementation of Integrated Assembly Object Model for Intelligent Virtual Assembly Planning.- Adaptive Model Based Parameter Estimation, Based on Sparse Data and Frequency Derivatives.- Towards Efficient Parallel Image Processing on Cluster Grids Using GIMP.- Benchmarking Parallel Three Dimensional FFT Kernels with ZENTURIO.- The Proof and Illustration of the Central Limit Theorem by Brownian Numerical Experiments in Real Time within the Java Applet.- An Extended Coherence Protocol for Recoverable DSM Systems with Causal Consistency.- 2D and 3D Representations of Solution Spaces for CO Problems.- Effective Detector Set Generation and Evolution for Artificial Immune System.- Artificial Immune System against Viral Attack.- Proposal of the Programming Rules for VHDL Designs.- A Weight Adaptation Method for Fuzzy Cognitive Maps to a Process Control Problem.- A Method Based on Fuzzy Logic Technique for Smoothing in 2D.- Proportional-Integral-Derivative Controllers Tuning for Unstable and Integral Processes Using Genetic Algorithms.- Enabling Systems Biology: A Scientific Problem-Solving Environment.- Poster Papers.- Depth Recovery with an Area Based Version of the Stereo Matching Method with Scale-Space Tensor Representation of Local Neighborhoods.- Symbolic Calculation for Frölicher-Nijenhuis -Algebra for Exploring in Electromagnetic Field Theory.- Spherical Orthogonal Polynomials and Symbolic-Numeric Gaussian Cubature Formulas.- The Berlekamp-Massey Algorithm. A Sight from Theory of Pade Approximants and Orthogonal Polynomials.- An Advanced Version of the Local-Global Step Size Control for Runge-Kutta Methods Applied to Index 1 Differential-Algebraic Systems.- INTEGRATOR: A Computational Tool to Solve Ordinary Differential Equations with Global Error Control.- Reconstruction of Signal from Samples of Its Integral in Spline Subspaces.- The Vectorized and Parallelized Solving of Markovian Models for Optical Networks.- A Parallel Splitting up Algorithm for the Determination of an Unknown Coefficient in Multi Dimensional Parabolic Problem.- A-Posteriori Error Analysis of a Mixed Method for Linear Parabolic Problem.- Analysis of Parallel Numerical Libraries to Solve the 3D Electron Continuity Equation.- Parallel Solution of Cascaded ODE Systems Applied to 13C-Labeling Experiments.- A k-way Graph Partitioning Algorithm Based on Clustering by Eigenvector.- Network of Networks,.- MSL: An Efficient Adaptive In-Place Radix Sort Algorithm.- Parallel Chip Firing Game Associated with n-cube Edges Orientations.- A Fast Multifrontal Solver for Non-linear Multi-physics Problems.- Modelling of Interaction between Surface Waves and Mud Layer.- Computational Modelling of Pulsating Biological Fl…