Contents
Grid Computing
A Simulated Annealing Method to Cover Dynamic Load
Balancing in Grid Environment
Mauricio Paletta, Pilar Herrero . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Research and Design of a Dynamic Forest Growing Simulation
System Based on HLA
Fan Jing, Dong Tianyang, Sun Siang . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11
A User Management Web System Based on Portlets for a
Grid Environment Integrating Shibboleth, PURSe, PERMIS
and Gridsphere
David Mera, Jos ́ M. Cotos, Jos ́ R.R. Viqueira, Jos ́ Varela . . . . . . . . . . .
e e e 19
Speeding Up in Distributed SystemC Simulations
V. Galiano, H. Migall ́n, D. P ́rez-Caparr ́s, J.A. Palomino,
o e o
M. Mart ́nez . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ı 24
Multiagent Systems I
Multiagent Approach for Supply Chain Integration by
Distributed Production Planning, Scheduling and Control
System
Pawel Pawlewski, Paulina Golinska, Marek Fertsch, Jesus A. Trujillo,
Zbigniew J. Pasek . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29
Multiagent System Implementation for Network Management
Based on SNMP Protocol
N ́stor D. Duque M., Mar ́a Helena Mej ́a S, Gustavo Isaza,
e ı ı
Adriana Morales . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 38
A Multiagent Architecture Applied to Dynamic Generation
of CV Documents
Evelio J. Gonz ́lez, Alberto Hamilton, Lorenzo Moreno, Jonat ́n Felipe,
a a
Vanesa Mu ̃oz . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
n 47
HoCa Home Care Multi-agent Architecture
Juan A. Fraile, Javier Bajo, Bel ́n P ́rez Lancho, Eladio Sanz . . . . . . . . . .
e e 52
Social Networks
Social Identity Management in Social Networks
Diego Blanco, Jorge G. Sanz, Juan Pav ́n . . . . . . . . . . . . . . . . . . . . . . . . . . . .
o 62
STRS: Social Network Based Recommender System for
Tourism Enhanced with Trust
Fabian Bustos, Juan L ́pez, Vicente Juli ́n, Miguel Rebollo . . . . . . . . . . . . .
o a 71
An Agent-Based Simulation Tool to Support Work Teams
Formation
Juan Mart ́nez-Miranda, Juan Pav ́n . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ı o 80
A Decentralized Model for Self-managed Web Services
Applications
Jos ́ Ma Fern ́ndez de Alba, Carlos Rodr ́guez, Damiano Spina,
e a ı
Juan Pav ́n, Francisco J. Garijo . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
o 90
Multiagent Systems II
FUSION@, A SOA-Based Multi-agent Architecture
Dante I. Tapia, Sara Rodr ́guez, Javier Bajo, Juan M. Corchado . . . . . . . .
ı 99
INGENIAS-SCRUM Development Process for Multi-Agent
Development
Iv ́n Garc ́a-Magari ̃o, Alma G ́mez-Rodr ́guez, Jorge G ́mez-Sanz,
a ı n o ı o
Juan C. Gonz ́lez-Moreno . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108
a
Using Agents for Long-Term Digital Reservation the
PROTAGE Project
Josep Lluis de la Rosa, Johan E. Bengtsson, Raivo Ruusalepp,
Ann H ̈gerfors, Hugo Quisbert . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 118
a
Management of Distributed and Redundant Storage in High
Demand Web Servers for Heterogeneous Networks Access by
Agents
Enrique Torres Franco, Oscar Sanju ́n Mart ́nez, a ı
Jos ́ Daniel Garc ́a S ́nchez, Luis Joyanes Aguilar,
e ı a
Rub ́n Gonz ́lez Crespo, Sergio Rios Aguilar . . . . . . . . . . . . . . . . . . . . . . . . . . 123
e a
Paralell and Evolutionary Algorithms
On Accelerating the ss-Kalman Filter for High-Performance
Computation
C. P ́rez, L. Gracia, N. Garc ́a, J.M. Sabater, J.M. Azor ́n, J. de Gea . . . 132
e ı ı
A Parallel Plugin-Based Framework for Multi-objective
Optimization
Coromoto Le ́n, Gara Miranda, Carlos Segura . . . . . . . . . . . . . . . . . . . . . . . . 142
o
Radix-R FFT and IFFT Factorizations for Parallel
Implementation
Pere Marti-Puig, Ramon Reig Bola ̃o, Vicen ̧ Parisi Baradad . . . . . . . . . . 152
n c
Improving Evolution of XSLT Stylesheets Using Heuristic
Operators
P. Garc ́a-S ́nchez, J.J. Merelo, J.L.J. Laredo, A.M. Mora,
ı a
P.A. Castillo . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 161
Multiagent Systems III
Management Ubiquitous of Messages and Documents
Organizational through Intelligent Agents
Rosa Cano, Juan G. S ́nchez, Cristian Pinz ́n . . . . . . . . . . . . . . . . . . . . . . . . 171
a o
A Multiagent Based Strategy for Detecting Attacks in
Databases in a Distributed Mode
Cristian Pinz ́n, Yanira De Paz, Javier Bajo . . . . . . . . . . . . . . . . . . . . . . . . . 180
o
Towards the Coexistence of Different Multi-Agent System
Modeling Languages with a Powertype-Based Metamodel
Iv ́n Garc ́a-Magari ̃o . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 189
a ı n
Does Android Dream with Intelligent Agents?
Jorge Ag ̈ero, Miguel Rebollo, Carlos Carrascosa, Vicente Juli ́n . . . . . . . . 194
u a
Genetic Algorithms
Genetic Algorithms for the Synthesis and Integrated Design
of Processes Using Advanced Control Strategies
Silvana Revollar, Mario Francisco, Pastora Vega, Rosalba Lamanna . . . . . 205
Genetic Algorithms for Simultaneous Equation Models
Jose J. L ́pez, Domingo Gim ́nez . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215
o e
Solving the Terminal Assignment Problem Using a Local
Search Genetic Algorithm
Eug ́nia M. Bernardino, Anabela M. Bernardino,
e
Juan M. S ́nchez-P ́rez, Juan A. G ́mez-Pulido,
a e o
Miguel A. Vega-Rodr ́guez . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225
ı
Solving the Ring Loading Problem Using Genetic Algorithms
with Intelligent Multiple Operators
Anabela M. Bernardino, Eug ́nia M. Bernardino,
e
Juan M. S ́nchez-P ́rez, Juan A. G ́mez-Pulido,
a e o
Miguel A. Vega-Rodr ́guez . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 235
ı
Multiagent Systems IV
Extending Korf ’s Ideas on the Pursuit Problem
Juan Reverte, Francisco Gallego, Fara ́n Llorens . . . . . . . . . . . . . . . . . . . . . . 245
o
Autonomous Artificial Intelligent Agents for Bayesian
Robotics
Fidel Aznar, Mar Pujol, Ram ́n Rizo . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 250
o
A Motivation-Based Self-organization Approach
Candelaria Sansores, Juan Pav ́n . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259
o
Using Techniques Based on Natural Language in the
Development Process of Multiagent Systems
Juan Carlos Gonz ́lez Moreno, Luis V ́zquez L ́pez . . . . . . . . . . . . . . . . . . . . 269
a a o
P2P
Semantic Overlay Networks for Social Recommendation in
P2P
Alberto Garc ́a-Sola, Juan A. Bot ́a . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 274
ı ı
NAS Algorithm for Semantic Query Routing Systems in
Complex Networks
Laura Cruz-Reyes, Claudia Guadalupe G ́mez Santill ́n, o a
Marco Antonio Aguirre Lam, Satu Elisa Schaeffer,
Tania Turrubiates L ́pez, Rogelio Ortega Izaguirre,
o
H ́ctor J. Fraire-Huacuja. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 284
e
CoDiP2P: A Peer-to-Peer Architecture for Sharing Computing
Resources
D. Castell`, I. Barri, J. Rius, F. Gin ́, F. Solsona, F. Guirado . . . . . . . . . 293
a e
A Home-Automation Platform towards Ubiquitous Spaces
Based on a Decentralized P2P Architecture
Sandra S. Rodr ́guez, Juan A. Holgado . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 304
ı
Semantic, Ontologies
Triplespaces as a Semantic Middleware for Telecommunication
Services Development
David de Francisco, Marta de Francisco, Noelia P ́rez, Germ ́n Toro . . . . 309
e a
Usage of Domain Ontologies for Web Search
Dulce Aguilar-Lopez, Ivan Lopez-Arevalo, Victor Sosa . . . . . . . . . . . . . . . . . 319
An Ontology for African Traditional Medicine
Ghislain Atemezing, Juan Pav ́n . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 329
o
A Tool to Create Grammar Based Systems
Vivian F. L ́pez, Alberto S ́nchez, Luis Alonso, Mar ́a N. Moreno . . . . . . . 338
o a ı
Bio, E-Health, Medical Computer Tools
A Contour Based Approach for Bilateral Mammogram
Registration Using Discrete Wavelet Analysis
Ramon Reig-Bola ̃o, Vicen ̧ Parisi Baradad, Pere Marti-Puig . . . . . . . . . . 347
n c
Application of Hidden Markov Models to Melanoma Diagnosis
Vicente J. Berenguer, Daniel Ruiz, Antonio Soriano . . . . . . . . . . . . . . . . . . . 357
Intensive Care Unit Platform for Health Care Quality and
Intelligent Systems Support
M. Campos, A. Morales, J.M. Ju ́rez, J. Sarlort, J. Palma, R. Mar ́n . . . 366
a ı
The Intelligent Butler: A Virtual Agent for Disabled and
Elderly People Assistance
Gabriel Fiol-Roig, Diana Arellano, Francisco J. Perales, Pedro Bassa,
Mauro Zanlongo . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 375
Data Mining, Data Classification
An Approach to Building a Distributed ID3 Classifier
Omar Jasso-Luna, Victor Sosa-Sosa, Ivan Lopez-Arevalo . . . . . . . . . . . . . . . 385
Techniques for Distributed Theory Synthesis in Multiagent
Systems
Ma Cruz Gaya, J. Ignacio Gir ́ldez . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 395
a
Domain Transformation for Uniform Motion Identification in
Air Traffic Trajectories
Jos ́ Luis Guerrero, Jes ́s Garc ́a . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 403
e u ı
Techniques of Engineering Applied to a Non-structured Data
Model
Crist ́bal J. Carmona, Mar ́a J. del Jesus, Pablo Guerrero,
o ı
Reyes Pe ̃a-Santiago, V ́ctor M. Rivas . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 410
n ı
Neural Networks
A Connectionist Automatic Encoder and Translator for
Natural Languages
Gustavo A. Casa ̃, Ma Asunci ́n Casta ̃o . . . . . . . . . . . . . . . . . . . . . . . . . . . . 415
n o n
Rewriting Logic Using Strategies for Neural Networks: An
Implementation in Maude
Gustavo Santos-Garc ́a, Miguel Palomino, Alberto Verdejo . . . . . . . . . . . . . 424
ı
Integrated Approach of ANN and GA for Document
Categorization
Karina Leyto-Delgado, Ivan Lopez-Arevalo, Victor Sosa-Sosa . . . . . . . . . . . 434
Analysis of Production Systems Using the VS-Diagram
Daniel G ́mez, Jes ́s A. Trujillo, Enrique Baeyens, Eduardo J. Moya . . . 443
o u
Applications I
A Systematic Methodology to Obtain a Fuzzy Model Using
an Adaptive Neuro Fuzzy Inference System. Application for
Generating a Model for Gas-Furnace Problem
Andr ́s Mej ́as, Sixto Romero, Francisco J. Moreno . . . . . . . . . . . . . . . . . . . 452
e ı
Evolving Machine Microprograms: Application to the CODE2
Microarchitecture
P.A. Castillo, G. Fern ́ndez, J.J. Merelo, J.L. Bernier, A. Mora,
a
J.L.J. Laredo, P. Garc ́a-S ́nchez . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 461
ı a
A Model to Minimize the Hot Rolling Time of a Steel Slab
Considering the Steel’s Chemical Composition
Carlos A. Hern ́ndez Carre ́n, H ́ctor J. Fraire-Huacuja,
a o e
Karla Espriella Fernandez, Guadalupe Castilla-Valdez,
Juana E. Mancilla Tolama . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 471
Less Expensive Formulation for a Realistic
Routing-Scheduling-Loading Problem (RoSLoP)
Juan J. Gonz ́lez-Barbosa, Laura Cruz-Reyes,
a
Jos ́ F. Delgado-Orta, H ́ctor J. Fraire-Huacuja,
e e
Guadalupe Castilla-Valdez, V ́ctor J. Sosa Sosa . . . . . . . . . . . . . . . . . . . . . . . 481
ı
Multimedia, Visual Information, Real Time System
Applying an Ant Colony Optimization Algorithm to an
Artificial Vision Problem in a Robotic Vehicle
R. Arnay, L. Acosta, M. Sigut, J. Toledo . . . . . . . . . . . . . . . . . . . . . . . . . . . . 490
Development of a Distributed Facial Recognition System
Based on Graph-Matching
Rafael Esp ́, Francisco A. Pujol, Higinio Mora, Jer ́nimo Mora . . . . . . . . . 498
ı o
Commitment Management in Real-Time Multi-Agent Systems
Marti Navarro, Vicent Botti, Vicente Julian . . . . . . . . . . . . . . . . . . . . . . . . . . 503
Intelligent Streaming Server for Non Accessible Contents
Stored on Web Servers to Disabled People: Signwriting Case
Rub ́n Gonz ́lez Crespo, Gloria Garc ́a Fern ́ndez,
e a ı a
Oscar Sanju ́n Mart ́nez, Enrique Torres Franco,
a ı
Luis Joyanes Aguilar . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 512
Applications II
A Modular Architecture for Navigation Applications Based
on Differential GPS
S. Borromeo, M.C. Rodriguez-Sanchez, J.A. Hernandez-Tamames . . . . . . . 521
Requirements for Supervised Fusion Adaption at Level 1 of
JDL Data Fusion Model,
L.A. Lisboa Cardoso, Jes ́s Garc ́a, Jos ́ M. Molina . . . . . . . . . . . . . . . . . . . 526
u ı e
Applying Spatio-temporal Databases to Interaction Agents
Dolores Cuadra, Francisco Javier Calle, Jessica Rivero,
David del Valle . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 536
Modeling of Customer Behavior in a Mass-Customized
Market
Zbigniew J. Pasek, Pawel Pawlewski, Jesus Trujillo . . . . . . . . . . . . . . . . . . . 541
Web Systems
Web Storage Service (WSS)
Hector Hernandez-Garcia, Victor Sosa-Sosa, Ivan Lopez-Arevalo . . . . . . . . 549
Position Aware Synchronous Mobile Services Using A-GPS
and Satellite Maps Provisioned by Means of High Demand
Web Servers
Sergio R ́os Aguilar, Luis Joyanes Aguilar, Enrique Torres Franco . . . . . . . 558
ı
XML Based Integration of Web, Mobile and Desktop
Components in a Service Oriented Architecture
Antonio Lillo Sanz, Mar ́a N. Moreno Garc ́a,
ı ı
Vivian F. L ́pez Batista . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 565
o
Scalable Streaming of JPEG 2000 Live Video Using RTP over
UDP
A. Luis, Miguel A. Patricio . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 574
Distributed Systems
A Survey of Distributed and Data Intensive CBR Systems
Aitor Mata . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 582
QoS-Based Middleware Architecture for Distributed Control
Systems
Jos ́ L. Poza, Juan L. Posadas, Jos ́ E. Sim ́ . . . . . . . . . . . . . . . . . . . . . . . . 587
e e o
Distribution, Collaboration and Coevolution in Asynchronous
Search
Camelia Chira, Anca Gog, D. Dumitrescu . . . . . . . . . . . . . . . . . . . . . . . . . . . . 596
Modeling the Nonlinear Nature of Response Time in the
Vertical Fragmentation Design of Distributed Databases
Rodolfo A. Pazos R., Graciela V ́zquez A., Joaqu ́n P ́rez O.,
a ı e
Jos ́ A. Mart ́nez F. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 605
e ı
Knowledge Discovery, Knowledge Management, Meta-learning
Discovering Good Sources for Recommender Systems
Silvana Aciar, Josep Lluis de la Rosa i Esteva,
Josefina L ́pez Herrera . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 613
o
Quality of Information in the Context of Ambient Assisted
Living
Lu ́s Lima, Ricardo Costa, Paulo Novais, Cesar Analide,
ı
Jos ́ Bulas Cruz, Jos ́ Neves . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 624
e e
Towards Distributed Algorithm Portfolios
Matteo Gagliolo, J ̈rgen Schmidhuber . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 634
u
Learning and Comparing Trajectories with a GNG-Based
Architecture
Jos ́ Garc ́a-Rodr ́guez, Francisco Fl ́rez-Revuelta,
e ı ı o
Juan Manuel Garc ́a-Chamizo . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 644
ı
New Algorithms and Applications
Symbolic Summation of Polynomials in Linear Space and
Quadratic Time
Jose Torres-Jimenez, Laura Cruz, Nelson Rangel-Valdez . . . . . . . . . . . . . . . 653
Solving the Oil Spill Problem Using a Combination of CBR
and a Summarization of SOM Ensembles
Aitor Mata, Emilio Corchado, Bruno Baruque . . . . . . . . . . . . . . . . . . . . . . . . 658
A Symbiotic CHC Co-evolutionary Algorithm for Automatic
RBF Neural Networks Design
Elisabet Parras-Gutierrez, Ma Jos ́ del Jesus, Juan J. Merelo,
e
V ́ctor M. Rivas . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 663
ı
Modeling Processes of AOSE Methodologies by Means of a
New Editor
Iv ́n Garc ́a-Magari ̃o, Alma G ́mez-Rodr ́guez,
a ı n o ı
Juan C. Gonz ́lez-Moreno . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 672
a
Ambient Intelligence and Context-Aware
An Agent-Based Architecture for the Decision Support
Process
Mar ́a A. Pellicer, M. Lourdes Borrajo . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 682
ı
Software Agents for Home Environment Automation
Ana Isabel Calvo Alcalde, Juan Jos ́ Andr ́s Guti ́rrez,e e e
Jes ́s Vegas Hern ́ndez, Valent ́n Carde ̃oso Payo,
u a ı n
Esteban P ́rez Castrej ́n . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 692
e o
An Indoor Location Method Based on a Fusion Map Using
Bluetooth and WLAN Technologies
Sof ́a Aparicio, Javier P ́rez, Paula Tarr ́o, Ana M. Bernardos,
ı e ı
Jos ́ R. Casar . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 702
e
Design and Deployment of Context-Aware Services: A
Prototyping Case-Study
Ana M. Bernardos, Paula Tarr ́o, Josu ́ Iglesias, Jos ́ R. Casar . . . . . . . . 711
ı e e
Applications III
Object’s Interaction Management by Means of a Fuzzy
System within a Context-Based Tracking System
Ana M. S ́nchez, Miguel A. Patricio, J. Garc ́a . . . . . . . . . . . . . . . . . . . . . . . 720
a ı
On the Process of Designing an Activity Recognition System
Using Symbolic and Subsymbolic Techniques
Rodrigo Cilla, Miguel A. Patricio, Antonio Berlanga, Jose M. Molina . . . 729
Building a Knowledge Based System for an Airport Case of
Use
Nayat S ́nchez-Pi, Javier Carb ́, Jos ́ Manuel Molina . . . . . . . . . . . . . . . . . 739
a o e
Experimental Evaluation of Channel Modelling and
Fingerprinting Localization Techniques for Sensor Networks
Henar Mart ́n, Paula Tarr ́o, Ana M. Bernardos, Jos ́ R. Casar . . . . . . . . 748
ı ı e
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 757
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