David Alejandro Pelta Mochcovsky

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David Alejandro Pelta Mochcovsky

Administrative data

Full member researcher

  • Position in UGR: Tenure professor
    Department where s/he teaches: Ciencias de la Computación e Inteligencia Artificial
    Research group: TIC-169

Contributions and research experience

Publications in ISI SCI

  • Coverage path planning with unmanned aerial vehicles for 3D terrain reconstruction
    Author-s: Torres, Marina; Pelta, David A.; Verdegay, Jose L.; Torres, Juan C.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 55 441 451 2016
  • Application of data mining methods for classification and prediction of olive oil blends with other vegetable oils
    Author-s: Ruiz-Samblas, Cristina; Cadenas, Jose M.; Pelta, David A.; Cuadros-Rodriguez, Luis
    Source: ANALYTICAL AND BIOANALYTICAL CHEMISTRY 406 11 2591 2601 2014
  • A neural network to predict reactor core behaviors
    Author-s: Jose Ortiz-Servin, Juan; Pelta, David A.; Alejandro Castillo, Jose
    Source: NUCLEAR SCIENCE AND TECHNIQUES 25 1 -1 -1 2014
  • The role of cardinality and neighborhood sampling strategy in agent-based cooperative strategies for Dynamic Optimization Problems
    Author-s: Masegosa, Antonio D.; Pelta, David; del Amo, Ignacio G.
    Source: APPLIED SOFT COMPUTING 14 577 593 2014
  • Forgetting as a way to avoid deception in a repeated imitation game
    Author-s: Villacorta, Pablo J.; Pelta, David A.; Lamata, Maria T.
    Source: AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS 27 3 329 354 2013
  • Self-adaptive, multipopulation differential evolution in dynamic environments
    Author-s: Novoa-Hernandez, Pavel; Cruz Corona, Carlos; Pelta, David A.
    Source: SOFT COMPUTING 17 10 1861 1881 2013
  • An algorithm comparison for dynamic optimization problems
    Author-s: del Amo, Ignacio G.; Pelta, David A.; Gonzalez, Juan R.; Masegosa, Antonio D.
    Source: APPLIED SOFT COMPUTING 12 10 3176 3192 2012
  • An evolutionary tuned driving system for virtual car racing games: The AUTOPIA driver
    Author-s: Onieva, E.; Pelta, D. A.; Godoy, J.; Milanes, V.; Perez, J.
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 27 3 217 241 2012
  • Theoretical analysis of expected payoff in an adversarial domain
    Author-s: Villacorta, Pablo J.; Pelta, David A.
    Source: INFORMATION SCIENCES 186 1 93 104 2012
  • BWR fuel cycle optimization using neural networks
    Author-s: Jose Ortiz-Servin, Juan; Alejandro Castillo, Jose; Alejandro Pelta, David
    Source: NUCLEAR ENGINEERING AND DESIGN 241 9 3729 3735 2011
  • A fuzzy-rule-based driving architecture for non-player characters in a car racing game
    Author-s: Onieva, Enrique; Pelta, David A.; Milanes, Vicente; Perez, Joshue
    Source: SOFT COMPUTING 15 8 1617 1629 2011
  • Optimization in dynamic environments: a survey on problems, methods and measures
    Author-s: Cruz, Carlos; Gonzalez, Juan R.; Pelta, David A.
    Source: SOFT COMPUTING 15 7 1427 1448 2011
  • Solving multiple instances at once: the role of search and adaptation
    Author-s: Masegosa, Antonio D.; Pelta, David A.; Gonzalez, Juan R.
    Source: SOFT COMPUTING 15 2 233 250 2011
  • Theory and applications of artificial immune systems
    Author-s: Gao, Xiao-Zhi; Chow, Mo-Yuen; Pelta, David; Timmis, Jon
    Source: NEURAL COMPUTING & APPLICATIONS 19 8 1101 1102 2010
  • A software modeling approach for the design and analysis of cooperative optimization systems
    Author-s: del Amo, Ignacio J. G.; Pelta, David A.; Masegosa, Antonio D.; Verdegay, Jose L.
    Source: SOFTWARE-PRACTICE & EXPERIENCE 40 9 811 823 2010
  • The 2009 Simulated Car Racing Championship
    Author-s: Loiacono, Daniele; Lanzi, Pier Luca; Togelius, Julian; Onieva, Enrique; Pelta, David A.; Butz, Martin V.; Loenneker, Thies D.; Cardamone, Luigi; Perez, Diego; Saez, Yago; Preuss, Mike; Quadflieg, Jan
    Source: IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES 2 2 131 147 2010
  • Decision Strategies in Mediated Multiagent Negotiations: An Optimization Approach
    Author-s: Pelta, David A.; Yager, Ronald R.
    Source: IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS 40 3 635 640 2010
  • GreeNN: A hybrid method for the coupled optimization of the axial and radial design of BWR fuel assemblies
    Author-s: Jose Ortiz-Servin, Juan; Alejandro Castillo, Jose; Alejandro Pelta, David
    Source: PROGRESS IN NUCLEAR ENERGY 52 2 249 256 2010
  • Special issue on Nature Inspired Cooperative Strategies for Optimisation (NICSO)
    Author-s: Krasnogor, N.; Nicosia, G.; Pavone, M.; Pelta, D. A.
    Source: NATURAL COMPUTING 9 1 1 3 2010
  • Nature-Inspired Cooperative Strategies for Optimization
    Author-s: Pelta, David A.; Krasnogor, Natalio
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 24 7 723 725 2009
  • A Study on Diversity and Cooperation in a Multiagent Strategy for Dynamic Optimization Problems
    Author-s: Pelta, David; Cruz, Carlos; Ramon Gonzalez, Juan
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 24 7 844 861 2009
  • A framework for developing optimization-based decision support systems
    Author-s: Gonzalez, Juan R.; Pelta, David A.; Masegosa, Antonio D.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 36 3 4581 4588 2009
  • Soft computing and cooperative strategies for optimization
    Author-s: Cruz, Carlos; Pelta, David
    Source: APPLIED SOFT COMPUTING 9 1 30 38 2009
  • On the conflict between inducing confusion and attaining payoff in adversarial decision making
    Author-s: Pelta, David; Yager, Ronald R.
    Source: INFORMATION SCIENCES 179 1-2 33 40 2009
  • Search spaces representation in optimization problems
    Author-s: Pareja-Tobes, P.; Pelta, D.; Sancho-Royo, A.; Verdegay, J. L.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 34 4 2891 2895 2008
  • Using memory and fuzzy rules in a co-operative multi-thread strategy for optimization
    Author-s: Pelta, David; Sancho-Royo, Alejandro; Cruz, Carlos; Verdegay, Jose L.
    Source: INFORMATION SCIENCES 176 13 1849 1868 2006
  • Application of fuzzy optimization to diet problems in Argentinean farms
    Author-s: Cadenas, JM; Pelta, DA; Pelta, HR; Verdegay, JL
    Source: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 158 1 218 228 2004
  • Measuring the similarity of protein structures by means of the universal similarity metric
    Author-s: Krasnogor, N; Pelta, DA
    Source: BIOINFORMATICS 20 7 1015 1021 2004
  • Applying a fuzzy sets-based heuristic to the protein structure prediction problem
    Author-s: Blanco, A; Pelta, DA; Verdegay, JL
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 17 7 629 643 2002
  • Protein folding meets functional programming protein
    Author-s: Krasnogor, N; Lopez, PEM; Mocciola, P; Pelta, D
    Source: ACM SIGPLAN NOTICES 32 8 313 313 2nd ACM SIGPLAN International Conference on Functi JUN 09-11, 1997 AMSTERDAM, AMSTERDAM 1997
  • Modelling string folding with G2L grammars
    Author-s: Krasnogor, N; Lopez, PEM; Mocciola, P; Pelta, D
    Source: ACM SIGPLAN NOTICES 32 8 314 314 2nd ACM SIGPLAN International Conference on Functi JUN 09-11, 1997 AMSTERDAM, AMSTERDAM 1997
  • Attractor Metabolic Networks
    Author-s: De la Fuente, Ildefonso M.; Cortes, Jesus M.; Pelta, David A.; Veguillas, Juan
    Source: PLOS ONE 8 3 -1 -1 2013
  • A centralised cooperative strategy for continuous optimisation: The influence of cooperation in performance and behaviour
    Author-s: David Masegosa, Antonio; Alejandro Pelta, David; Luis Verdegay, Jose
    Source: INFORMATION SCIENCES 219 73 92 2013
  • Special issue: Fuzzy sets in bioinformatics
    Author-s: Pelta, D; Krasnogor, N
    Source: FUZZY SETS AND SYSTEMS 152 1 1 3 2005
  • A fuzzy sets based generalization of contact maps for the overlap of protein structures
    Author-s: Pelta, D; Krasnogor, N; Bousono-Calzon, C; Verdegay, JL; Hirst, J; Burke, E
    Source: FUZZY SETS AND SYSTEMS 152 1 103 123 2005
  • A simple and fast heuristic for protein structure comparison
    Author-s: Pelta, David A.; Gonzalez, Juan R.; Vega, Marcos Moreno
    Source: BMC BIOINFORMATICS 9 -1 -1 2008
  • Simple control rules in a cooperative system for dynamic optimisation problems
    Author-s: Pelta, David; Cruz, Carlos; Verdegay, Jose L.
    Source: INTERNATIONAL JOURNAL OF GENERAL SYSTEMS 38 7 701 717 2009

Conferences in ISI CPCI-Science

  • Adaptation Schemes and Dynamic Optimization Problems: A Basic Study on the Adaptive Hill Climbing Memetic Algorithm
    Author-s: Fajardo Calderin, Jenny; Masegosa, Antonio D.; Rosete Suarez, Alejandro; Pelta, David A.
    Source: NATURE INSPIRED COOPERATIVE STRATEGIES FOR OPTIMIZATION (NICSO 2013) 512 85 97 6th International Workshop on Nature Inspired Coop SEP 02-04, 2013 Univ Kent, Univ Kent, Univ Kent 2014
  • Towards fuzzy linguistic Markov chains
    Author-s: Villacorta, Pablo J.; Verdegay, Jose L.; Pelta, David A.
    Source: PROCEEDINGS OF THE 8TH CONFERENCE OF THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY (EUSFLAT-13 32 707 713 8th Conference of the European-Society-for-Fuzzy-L SEP 11-13, 2013 Univ Milano Bicocca, Univ Milano Bicocca, Univ Milano Bicocca 2013
  • Ant Colony Optimization for Automatic Design of Strategies in an Adversarial Model
    Author-s: Villacorta, Pablo J.; Pelta, David A.
    Source: NATURE INSPIRED COOPERATIVE STRATEGIES FOR OPTIMIZATION (NICSO 2011) 387 1 19 5th International Workshop on Nature Inspired Coop OCT 20-22, 2011 Cluj Napoca, Cluj Napoca 2011
  • An Adaptive Multiagent Strategy for Solving Combinatorial Dynamic Optimization Problems
    Author-s: Gonzalez, Juan R.; Cruz, Carlos; del Amo, Ignacio G.; Pelta, David A.
    Source: NATURE INSPIRED COOPERATIVE STRATEGIES FOR OPTIMIZATION (NICSO 2011) 387 41 55 5th International Workshop on Nature Inspired Coop OCT 20-22, 2011 Cluj Napoca, Cluj Napoca 2011
  • Using Knowledge Discovery in Cooperative Strategies: Two Case Studies
    Author-s: Masegosa, A. D.; Munoz, E.; Pelta, D.; Cadenas, J. M.
    Source: NICSO 2010: NATURE INSPIRED COOPERATIVE STRATEGIES FOR OPTIMIZATION 284 25 38 International Workshop on Nature Inspired Cooperat 2008 Tenerife, Tenerife 2010
  • Improvement Strategies for Multi-swarm PSO in Dynamic Environments
    Author-s: Novoa-Hernandez, Pavel; Pelta, David A.; Cruz Corona, Carlos
    Source: NICSO 2010: NATURE INSPIRED COOPERATIVE STRATEGIES FOR OPTIMIZATION 284 371 383 International Workshop on Nature Inspired Cooperat 2008 Tenerife, Tenerife 2010
  • An Analysis of Particle Properties on a Multi-swarm PSO for Dynamic Optimization Problems
    Author-s: del Amo, Ignacio G.; Pelta, David A.; Gonzalez, Juan R.; Novoa, Pavel
    Source: CURRENT TOPICS IN ARTIFICIAL INTELLIGENCE 5988 32 41 13th Conference of the Spanish-Association-for-Art NOV 09-13, 2009 Seville, Seville 2010
  • Using Heuristic Rules to Enhance a Multiswarm PSO for Dynamic Environments
    Author-s: del Amo, Ignacio G.; Pelta, David A.; Gonzalez, Juan R.
    Source: 2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) -1 -1 2010 IEEE World Congress on Computational Intellig JUL 18-23, 2010 Barcelona, Barcelona 2010
  • Cooperation Rules in a Trajectory-Based Centralised Cooperative Strategy for Dynamic Optimisation Problems
    Author-s: Gonzalez, Juan R.; Masegosa, Antonio D.; del Amo, Ignacio G.; Pelta, David A.
    Source: 2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) -1 -1 2010 IEEE World Congress on Computational Intellig JUL 18-23, 2010 Barcelona, Barcelona 2010
  • Evolutionary design and statistical assessment of strategies in an adversarial domain
    Author-s: Villacorta, Pablo J.; Pelta, David A.
    Source: 2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) -1 -1 2010 IEEE World Congress on Computational Intellig JUL 18-23, 2010 Barcelona, Barcelona 2010
  • Solving Bioinformatics Problems by Soft Computing Techniques: Protein Structure Comparison as Example
    Author-s: Gonzalez, Juan R.; Pelta, David A.; Verdegay, Jose L.
    Source: INTELLIGENT SYSTEMS AND TECHNOLOGIES: METHODS AND APPLICATIONS 217 123 136 5th European Conference on Intelligent Systems and JUL 10-12, 2008 Iasi, Iasi 2009
  • Controlling Particle Trajectories in a Multi-swarm Approach for Dynamic Optimization Problems
    Author-s: Novoa, Pavel; Pelta, David A.; Cruz, Carlos; Garcia del Amo, Ignacio
    Source: METHODS AND MODELS IN ARTIFICIAL AND NATURAL COMPUTATION, PT I 5601 285 294 3rd International Work-Conference on the Interplay JUN 22-26, 2009 Santiago de Compostela, Santiago de Compostela 2009
  • On the Performance of Homogeneous and Heterogeneous Cooperative Search Strategies
    Author-s: Masegosa, A. D.; Pelta, D.; del Amo, I. G.; Verdegay, J. L.
    Source: NICSO 2008: NATURE INSPIRED COOPERATIVE STRATEGIES FOR OPTIMIZATION 236 287 300 International Workshop on Nature Inspired Cooperat 2008 Tenerife, Tenerife 2009
  • Cooperative Strategies and Reactive Search: A Hybrid Model Proposal
    Author-s: Masegosa, Antonio D.; Mascia, Franco; Pelta, David; Brunato, Mauro
    Source: LEARNING AND INTELLIGENT OPTIMIZATION 5851 206 220 3rd Conference on Learning and Intelligent Optimiz JAN 14-18, 2009 Trento, Trento 2009
  • An Adaptive Metaheuristic for the Simultaneous Resolution of a Set of Instances
    Author-s: Masegosa, Antonio D.; Sancho Royo, Alejandro; Pelta, David
    Source: NATURE INSPIRED COOPERATIVE STRATEGIES FOR OPTIMIZATION (NICSO 2007) 129 125 137 International Workshop on Nature Inspired Cooperat NOV 08-10, 2007 Acireale, Acireale 2008
  • Inverse protein folding on 2D off-lattice model: Initial results and perspectives
    Author-s: Pelta, David; Carrascal, Alberto
    Source: Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, Proceedings 4447 207 216 5th European Conference on Evolutionary Computatio APR 11-13, 2007 Valencia, Valencia 2007
  • Obtaining biclusters in microarrays with population-based heuristics
    Author-s: Palacios, Pablo; Pelta, David; Blanco, Armando
    Source: APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS 3907 115 126 EvoWorkshops 2006 APR 10-12, 2006 Budapest, Budapest 2006
  • A critical view of the evolutionary design of self-assembling systems
    Author-s: Krasnogor, Natalio; Terrazas, Graciela; Pelta, David A.; Ochoa, Gabriela
    Source: ARTIIFICAL EVOLUTION 3871 179 188 7th International Conference on Evolution Artifici OCT 26-28, 2005 Lille, Lille 2006
  • Pattern search in molecules with FANS: Preliminary results
    Author-s: Blanco, A; Pelta, DA; Verdegay, JL
    Source: APPLICATIONS OF EVOLUTIONARY COMPUTING 2611 11 21 EvoWorkshops 2003 Conference APR 14-16, 2003 UNIV ESSEX, UNIV ESSEX, UNIV ESSEX 2003

Book chapters in ISI

  • Evolutionary Physical Model Design
    Author-s: Carrascal, A.; Font, J. M.; Pelta, D.
    Source: RESEARCH AND DEVELOPMENT IN INTELLIGENT SYSTEMS XXVI 487 492 29th SGAI International Conference on Innovative T DEC 15-17, 2009 Cambridge, Cambridge 2010

National Projects

  • MODELOS DE OPTIMIZACION Y DECISION: APLICACIONES Y SOLUCIONES CON TECNICAS DE SOFT COMPUTING EN 3 DISTINTOS ESCENARIOS
    Principal Investigator: David Alejandro Pelta Mochcovsky
    Reference: TIN2014-55024-P
    Start date: 2015-01-01
    End date: 2017-12-31
    Research Group: TIC-169
    Amount to UGR: 74294.00
    Funding Agency: Ministerio de Economía y Competitividad
    Program: Programa Estatal de Fomento de la Investigación Científica y Técnica de Excelencia. Subpograma Estatal de Generación de Conocimiento
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Research Contracts through OTRI

  • OTRI-3077
    Principal Investigator: David Alejandro Pelta Mochcovsky
    Start date: 2011-07-01
    End date: 2013-12-31
    Research Group: TIC-169
    Company: Telefonía GRANATEL 2000 SL

Doctoral Dissertations supervised

  • Modelos de decisión multi-criterio en entornos con incertidumbre: Estudio comparativo y aplicación
    Author: Blanca Alejandra Ceballos Martín
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2017-01-23
    Supervision: María Teresa Lamata Jiménez, David Alejandro Pelta Mochcovsky
  • Modelos basados en Soft Computing para el manejo de la incertidumbre en problemas de localización con cobertura
    Author: Virgilio Cruz Guzmán
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2016-06-17
    Supervision: David Alejandro Pelta Mochcovsky, José Luis Verdegay Galdeano
  • Adversarial decision and optimization-based models
    Author: Pablo Villacorta Iglesias
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2015-11-27
    Supervision: David Alejandro Pelta Mochcovsky, José Luis Verdegay Galdeano
    Special mention: internacional
  • Soft Computing en problemas de optimización dinámicos
    Author: Jenny Fajardo Calderín
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2015-12-21
    Supervision: David Alejandro Pelta Mochcovsky, Antonio David Masegosa Arredondo
  • Técnicas avanzadas de optimización en ambientes dinámicos
    Author: Pavel Novoa Hernández
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2013-11-08
    Supervision: Carlos Alberto Cruz Corona, David Alejandro Pelta Mochcovsky
  • Problemas de Optimización Dinámicos e Imprecisos: Estudios de Métodos de Solución y Aplicaciones
    Author: Ignacio José García del Amo
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2012-11-15
    Supervision: David Alejandro Pelta Mochcovsky, José Luis Verdegay Galdeano
    Special mention: internacional
  • Técnicas difusas y Evolutivas para el Control de Vehículos en Entornos Reales y Virtuales
    Author: Enrique Onieva Caracuel
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2011-05-18
    Supervision: Teresa de Pedro Lucio, David Alejandro Pelta Mochcovsky
    Special mention: europea
  • Cooperative Methods in Optimisation: Analysis and Results
    Author: Antonio David Masegosa Arredondo
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2010-04-06
    Supervision: David Alejandro Pelta Mochcovsky, José Luis Verdegay Galdeano
    Special mention: europea
  • Herramientas de Soft Computing para la Comparación de Estructuras de Proteínas
    Author: Juan Ramón González González
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2008-03-27
    Supervision: David Alejandro Pelta Mochcovsky, José Marcos Moreno Vega
  • Estrategias Coordinadas Paralelas Basadas en Soft-Computing para la Resolución de Problemas de Optimización
    Author: Carlos Alberto Cruz Corona
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2005-12-19
    Supervision: David Alejandro Pelta Mochcovsky, Alejandro Sancho Royo
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