This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2010 held in the beautiful and historic city of Guimarães, Portugal, June 2010. This volume presents the papers accepted for the 2010 edition, both for the main event and the Special Sessions. SOCO 2010 Special Sessions are a very useful tool in order to complement the regular program with new or emerging topics of particular interest to the participating community. Special Sessions that emphasize on multi-disciplinary and transversal aspects, as well as cutting-edge topics were especially encouraged and welcome.

Zusammenfassung
This volume of Advances in Intelligent and Soft Computing contains accepted - pers presented at SOCO 2010 held in the beautiful and historic city of Guimarães, Portugal, June 2010. The global purpose of SOCO conferences has been to provide a broad and - terdisciplinary forum for soft computing and associated paradigms, which are playing increasingly important roles in an important number of industrial and - vironmental applications fields. Soft computing represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines, which - vestigate, simulate and analyze very complex issues and phenomena. This wo- shop is mainly focused on its industrial and environmental applications. th SOCO 2010 is the 5 International Workshop on Soft Computing Models in Industrial Applications and provides interesting opportunities to present and d- cuss the latest theoretical advances and real world applications in this multidis- plinary research field. This volume presents the papers accepted for the 2010 edition, both for the main event and the Special Sessions. SOCO 2010 Special Sessions are a very u- ful tool in order to complement the regular program with new or emerging topics of particular interest to the participating community. Special Sessions that emp- size on multi-disciplinary and transversal aspects, as well as cutting-edge topics were especially encouraged and welcome. SOCO 2010 included a total of 3 Special Sessions: Ensemble Learning and - formation Fusion for Industrial Applications; Soft Computing for Service M- agement; Hybrid Intelligent Systems and Applications.

Inhalt
Agents and Multiagent Systems.- A Security Proposal Based on a Real Time Agent to Protect Web Services Against DoS Attack.- Approaching Real-Time Intrusion Detection through MOVICAB-IDS.- Hybrid Dynamic Planning Mechanism for Virtual Organizations.- Combinatorial Auctions for Coordination and Control of Manufacturing MAS: Updating Prices Methods.- Intelligent Systems.- A Software Tool for Harmonic Distortion Simulation Caused by Non-linear Household Loads.- A Multiobjective Variable Neighborhood Search for Solving the Motif Discovery Problem.- Solving the Routing and Wavelength Assignment Problem in WDM Networks by Using a Multiobjective Variable Neighborhood Search Algorithm.- iGenda: An Event Scheduler for Common Users and Centralised Systems.- Scalable Intelligence and Adaptation in Scheduling DSS.- Evolutionary Computing.- A Parallel Cooperative Evolutionary Strategy for Solving the Reporting Cells Problem.- Optimization of Parallel Manipulators Using Evolutionary Algorithms.- Multi-criteria Manipulator Trajectory Optimization Based on Evolutionary Algorithms.- Combining Heuristics Backtracking and Genetic Algorithm to Solve the Container Loading Problem with Weight Distribution.- A Decision Support System for Logistics Operations.- Energy and Environmental Applications.- Greenhouse Heat Load Prediction Using a Support Vector Regression Model.- Evaluating the Low Quality Measurements in Lighting Control Systems.- Soft Computing Models for an Environmental Application.- Hybrid Systems.- GRASP Algorithm for Optimization of Grids for Multiple Classifier System.- A Scatter Search Based Approach to Solve the Reporting Cells Problem.- Fuzzy Optimization of Start-Up Operations for Combined Cycle Power Plants.- Catalog Segmentation by Implementing Fuzzy Clustering and Mathematical Programming Model.- Multi-Network-Feedback-Error-Learning with Automatic Insertion.- Applications.- An Optimized 3D Surface Reconstruction Method Using Spatial Kalman Filtering of Projected Line Patterns.- Decision Making and Quality-of-Information.- The Gene Expression Programming Applied to Demand Forecast.- Brain Magnetic Resonance Spectroscopy Classifiers.- A Bio-inspired Ensemble Model for Food Industry Applications.- Hybrid Intelligent Systems and Applications.- Implementation of a New Hybrid Methodology for Fault Signal Classification Using Short -Time Fourier Transform and Support Vector Machines.- Advances in Clustering Search.- WSAN QoS Driven Control Model for Building Operations.- Intelligent Hybrid Control Model for Lighting Systems Using Constraint-Based Optimisation.