Manuel Lozano Márquez

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-186

Contributions and research experience

Publications in ISI SCI

  • The firefighter problem: Empirical results on random graphs
    Author-s: Garcia-Martinez, C.; Blum, C.; Rodriguez, F. J.; Lozano, M.
    Source: COMPUTERS & OPERATIONS RESEARCH 60 55 66 2015
  • A two-stage constructive method for the unweighted minimum string cover problem
    Author-s: Lozano, Manuel; Rodriguez, Francisco J.; Garcia-Martinez, Carlos
    Source: KNOWLEDGE-BASED SYSTEMS 77 103 113 2015
  • Strategic oscillation for the quadratic multiple knapsack problem
    Author-s: Garcia-Martinez, Carlos; Glover, Fred; Rodriguez, Francisco J.; Lozano, Manuel; Marti, Rafael
    Source: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 58 1 161 185 2014
  • Tabu search with strategic oscillation for the quadratic minimum spanning tree
    Author-s: Lozano, Manuel; Glover, Fred; Garcia-Martinez, Carlos; Javier Rodriguez, Francisco; Marti, Rafael
    Source: IIE TRANSACTIONS 46 4 414 428 2014
  • Tabu-enhanced iterated greedy algorithm: A case study in the quadratic multiple knapsack problem
    Author-s: Garcia-Martinez, C.; Rodriguez, F. J.; Lozano, M.
    Source: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 232 3 454 463 2014
  • A hybrid metaheuristic for the cyclic antibandwidth problem
    Author-s: Lozano, Manuel; Duarte, Abraham; Gortazar, Francisco; Marti, Rafael
    Source: KNOWLEDGE-BASED SYSTEMS 54 103 113 2013
  • An iterated greedy algorithm for the large-scale unrelated parallel machines scheduling problem
    Author-s: Rodriguez, Francisco J.; Lozano, Manuel; Blum, Christian; Garcia-Martinez, Carlos
    Source: COMPUTERS & OPERATIONS RESEARCH 40 7 1829 1841 2013
  • An artificial bee colony algorithm for the maximally diverse grouping problem
    Author-s: Rodriguez, Francisco J.; Lozano, M.; Garcia-Martinez, C.; Gonzalez-Barrera, Jonathan D.
    Source: INFORMATION SCIENCES 230 183 196 2013
  • Arbitrary function optimisation with metaheuristics
    Author-s: Garcia-Martinez, Carlos; Rodriguez, Francisco J.; Lozano, Manuel
    Source: SOFT COMPUTING 16 12 2115 2133 2012
  • GRASP with path-relinking for the non-identical parallel machine scheduling problem with minimising total weighted completion times
    Author-s: Rodriguez, F. J.; Blum, C.; Garcia-Martinez, C.; Lozano, M.
    Source: ANNALS OF OPERATIONS RESEARCH 201 1 383 401 2012
  • Variable neighborhood search with ejection chains for the antibandwidth problem
    Author-s: Lozano, Manuel; Duarte, Abraham; Gortazar, Francisco; Marti, Rafael
    Source: JOURNAL OF HEURISTICS 18 6 919 938 2012
  • Hybrid Metaheuristics Based on Evolutionary Algorithms and Simulated Annealing: Taxonomy, Comparison, and Synergy Test
    Author-s: Rodriguez, Francisco J.; Garcia-Martinez, Carlos; Lozano, Manuel
    Source: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 16 6 787 800 2012
  • A simulated annealing method based on a specialised evolutionary algorithm
    Author-s: Garcia-Martinez, C.; Lozano, M.; Rodriguez-Diaz, F. J.
    Source: APPLIED SOFT COMPUTING 12 2 573 588 2012
  • Role differentiation and malleable mating for differential evolution: an analysis on large-scale optimisation
    Author-s: Garcia-Martinez, Carlos; Rodriguez, Francisco J.; Lozano, Manuel
    Source: SOFT COMPUTING 15 11 2109 2126 2011
  • Memetic algorithms based on local search chains for large scale continuous optimisation problems: MA-SSW-Chains
    Author-s: Molina, Daniel; Lozano, Manuel; Sanchez, Ana M.; Herrera, Francisco
    Source: SOFT COMPUTING 15 11 2201 2220 2011
  • Iterated greedy for the maximum diversity problem
    Author-s: Lozano, M.; Molina, D.; Garcia-Martinez, C.
    Source: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 214 1 31 38 2011
  • Evaluating a local genetic algorithm as context-independent local search operator for metaheuristics
    Author-s: Garcia-Martinez, Carlos; Lozano, Manuel
    Source: SOFT COMPUTING 14 10 1117 1139 2010
  • Designing multilayer perceptrons using a Guided Saw-tooth Evolutionary Programming Algorithm
    Author-s: Antonio Gutierrez, Pedro; Hervas, Cesar; Lozano, Manuel
    Source: SOFT COMPUTING 14 6 599 613 2010
  • Hybrid metaheuristics with evolutionary algorithms specializing in intensification and diversification: Overview and progress report
    Author-s: Lozano, M.; Garcia-Martinez, C.
    Source: COMPUTERS & OPERATIONS RESEARCH 37 3 481 497 2010
  • A study on the use of non-parametric tests for analyzing the evolutionary algorithms! behaviour: a case study on the CEC!2005 Special Session on Real Parameter Optimization
    Author-s: Garcia, Salvador; Molina, Daniel; Lozano, Manuel; Herrera, Francisco
    Source: JOURNAL OF HEURISTICS 15 6 617 644 2009
  • Hybrid Crossover Operators with Multiple Descendents for Real-Coded Genetic Algorithms: Combining Neighborhood-Based Crossover Operators
    Author-s: Sanchez, Ana M.; Lozano, Manuel; Villar, Pedro; Herrera, Francisco
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 24 5 540 567 2009
  • Replacement strategies to preserve useful diversity in steady-state genetic algorithms
    Author-s: Lozano, Manuel; Herrera, Francisco; Cano, Jose Ramon
    Source: INFORMATION SCIENCES 178 23 4421 4433 2008
  • Making CN2-SD subgroup discovery algorithm scalable to large size data sets using instance selection
    Author-s: Cano, Jose-Ramon; Herrera, Francisco; Lozano, Manuel; Garcia, Salvador
    Source: EXPERT SYSTEMS WITH APPLICATIONS 35 4 1949 1965 2008
  • Real-parameter crossover operators with multiple descendents: An experimental study
    Author-s: Sanchez, A. M.; Lozano, M.; Garcia-Martinez, C.; Molina, D.; Herrera, F.
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 23 2 246 268 2008
  • Evolutionary stratified training set selection for extracting classification rules with trade off precision-interpretability
    Author-s: Cano, Jose Ramon; Herrera, Francisco; Lozano, Manuel
    Source: DATA & KNOWLEDGE ENGINEERING 60 1 90 108 2007
  • On the combination of evolutionary algorithms and stratified strategies for training set selection in data mining
    Author-s: Cano, JR; Herrera, F; Lozano, M
    Source: APPLIED SOFT COMPUTING 6 3 323 332 2006
  • Hybrid crossover operators for real-coded genetic algorithms: an experimental study
    Author-s: Herrera, F; Lozano, M; Sanchez, AM
    Source: SOFT COMPUTING 9 4 280 298 2005
  • Continuous scatter search: An analysis of the integration of some combination methods and improvement strategies
    Author-s: Herrera, F; Lozano, M; Molina, D
    Source: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 169 2 450 476 2006
  • Using evolutionary algorithms as instance selection for data reduction in KDD: An experimental study
    Author-s: Cano, JR; Herrera, F; Lozano, M
    Source: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 7 6 561 575 2003
  • Fuzzy adaptive genetic algorithms: design, taxonomy, and future directions
    Author-s: Herrera, F; Lozano, M
    Source: SOFT COMPUTING 7 8 545 562 2003
  • A taxonomy for the crossover operator for real-coded genetic algorithms: An experimental study
    Author-s: Herrera, F; Lozano, M; Sanchez, AM
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 18 3 309 338 2003
  • Adaptive genetic operators based on coevolution with fuzzy behaviors
    Author-s: Herrera, F; Lozano, M
    Source: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 5 2 149 165 2001
  • Two-loop real-coded genetic algorithms with adaptive control of mutation step sizes
    Author-s: Herrera, F; Lozano, M
    Source: APPLIED INTELLIGENCE 13 3 187 204 2000
  • Gradual distributed real-coded genetic algorithms
    Author-s: Herrera, F; Lozano, M
    Source: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 4 1 43 63 2000
  • Hierarchical distributed genetic algorithms
    Author-s: Herrera, F; Lozano, M; Moraga, C
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 14 11 1099 1121 1999
  • MOGUL: A methodology to obtain genetic fuzzy rule-based systems under the iterative rule learning approach
    Author-s: Cordon, O; del Jesus, MJ; Herrera, F; Lozano, M
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 14 11 1123 1153 1999
  • Tackling real-coded genetic algorithms: Operators and tools for behavioural analysis
    Author-s: Herrera, F; Lozano, M; Verdegay, JL
    Source: ARTIFICIAL INTELLIGENCE REVIEW 12 4 265 319 1998
  • Dynamic and heuristic fuzzy connectives-based crossover operators for controlling the diversity and convergence of real-coded genetic algorithms
    Author-s: Herrera, F; Lozano, M; Verdegay, JL
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 11 12 1013 1040 1996
  • Stratification for scaling up evolutionary prototype selection
    Author-s: Cano, JR; Herrera, F; Lozano, M
    Source: PATTERN RECOGNITION LETTERS 26 7 953 963 2005
  • Global and local real-coded genetic algorithms based on parent-centric crossover operators
    Author-s: Garcia-Martinez, C.; Lozano, M.; Herrera, F.; Molina, D.; Sanchez, A. M.
    Source: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 185 3 1088 1113 2008
  • A learning process for fuzzy control rules using genetic algorithms
    Author-s: Herrera, F; Lozano, M; Verdegay, JL
    Source: FUZZY SETS AND SYSTEMS 100 1-3 143 158 1998
  • Fuzzy connectives based crossover operators to model genetic algorithms population diversity
    Author-s: Herrera, F; Lozano, M; Verdegay, JL
    Source: FUZZY SETS AND SYSTEMS 92 1 21 30 1997
  • Memetic Algorithms for Continuous Optimisation Based on Local Search Chains
    Author-s: Molina, Daniel; Lozano, Manuel; Garcia-Martinez, Carlos; Herrera, Francisco
    Source: EVOLUTIONARY COMPUTATION 18 1 27 63 2010
  • Real-coded memetic algorithms with crossover hill-climbing
    Author-s: Lozano, M; Herrera, F; Krasnogor, N; Molina, D
    Source: EVOLUTIONARY COMPUTATION 12 3 273 302 2004
  • TUNING FUZZY-LOGIC CONTROLLERS BY GENETIC ALGORITHMS
    Author-s: HERRERA, F; LOZANO, M; VERDEGAY, JL
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 12 3-4 299 315 3rd Annual Workshop on Current Issues in Fuzzy Tec 1993 UNIV TRENTO, UNIV TRENTO, UNIV TRENTO 1995

National Projects

  • OPTBIO-2G: Técnicas de optimización bioinspirada basadas en abejas y biogeografía. Hibridaciones con metaheurísticas
    Principal Investigator: Manuel Lozano Márquez
    Reference: TIN2012-37930-C02-01
    Start date: 2013-01-01
    End date: 2015-12-31
    Research Group: TIC-186
    Amount to UGR: 35720.00
    Funding Agency: Ministerio de Economía y Competitividad
    Program: Programa Nacional de Proyectos de Investigación Fundamental. Subprograma de Proyectos de Investigación Fundamental no Orientada
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  • Algoritmos evolutivos hibridos y metaheuristicas constructivas para problemas de optimizacion con restricciones, alta dimensionalidad y dependencias complejas entre variables
    Principal Investigator: Manuel Lozano Márquez
    Reference: TIN2011-24124
    Start date: 2012-01-01
    End date: 2012-12-31
    Research Group: TIC-186
    Amount to UGR: 4779.00
    Funding Agency: Ministerio de Ciencia e Innovación
    Program: Proyectos nacionales de investigación (MICINN)
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  • METAH2-AEI&D: DISEÑO DE METAHEURISTICAS HIBRIDAS CON ALGORITMOS EVOLUTIVOS ESPECIALIZADOS EN INTENSIFICACION Y DIVERSIFICACION
    Principal Investigator: Manuel Lozano Márquez
    Reference: TIN2008-05854
    Start date: 2009-01-01
    End date: 2011-12-31
    Research Group: TIC-186
    Amount to UGR: 37510.00
    Funding Agency: Ministerio de Ciencia e Innovación
    Program: Proyectos nacionales de investigación (MICINN)
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Regional Projects

  • Algoritmos Evolutivos y Bioinspirados para Búsqueda Global y Local: Desarrollo de Modelos e Hibridaciones y Aplicaciones
    Principal Investigator: Manuel Lozano Márquez
    Reference: P08-TIC-04173
    Start date: 2009-01-13
    End date: 2013-12-31
    Research Group: TIC-186
    Amount to UGR: 142223.00
    Funding Agency: Consejería de Economía, Innovación y Ciencia, J.A.
    Program: Proyectos de Excelencia: Promoción general del conocimiento
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Doctoral Dissertations supervised

  • Hybrid and constructive metaheuristics: methods and applications
    Author: Francisco Javier Rodríguez Díaz
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2012-11-23
    Supervision: Manuel Lozano Márquez, Carlos García Martínez
    Special mention: internacional
  • Algoritmos Genéticos Locales
    Author: Carlos García Martínez
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2008-12-01
    Supervision: Manuel Lozano Márquez
  • Algoritmos Meméticos Con Aplicación Adaptativa de la Búsqueda Local para Optimización Continua
    Author: Daniel Molina Cabrera
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2007-10-05
    Supervision: Francisco Herrera Triguero, Manuel Lozano Márquez
22 Hoy domingo
abril2018
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