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Biography

Eduardo Segredo made two pre-doctoral stays at the Edinburgh Napier University and the University of Edinburgh, both located in the United Kingdom, thanks to applications submitted to a competitive call aimed to participate in the program HPC-Europa2, which was funded by the European Union, and whose goal is the mobility of researchers and access to High Performance Computing (HPC) infrastructures. After achieving his Ph.D. in Computer Science in 2014 by the Universidad de La Laguna, he started to work as a Senior Research Fellow, from 2015 to 2017, at the Edinburgh Napier University, under the supervision of Professor Emma Hart. He returned to Spain in 2017, after becoming a Part-time Lecturer in the Department of Computer Engineering and Systems from the Universidad de La Laguna, which he enjoyed between 2017 and 2019. From 2019 to 2023 he was a Lecturer, and since 2023 he is an Associate Professor in the same Department.

Regarding his scientific and technological experience, which has been focused, mainly, on the areas of optimization and evolutionary computation, it should be noted that he has participated in different R&D&I projects funded in competitive calls, both at the regional level (three) and at the national level (four). He has also collaborated in agreements with entities external to the University, has participated in networks of excellence and has carried out technology transfer in the form of software tools. It is also important to remark on the publication of over 20 articles in journals indexed in Journal Citation Reports (JCR). It is worth highlighting those articles published in Evolutionary Computation (MIT Press), IEEE Transactions on Cybernetics, IEEE Transactions on Emerging Topics in Computing, Computers and Operations Research, Journal of Global Optimization and Optimization Letters. In addition to the above, he has more than 50 contributions to prestigious nationally and internationally recognized conferences, including GECCO, CEC and PPSN, as well as several book chapters. It is also important to indicate that he has contributed to the organization of different research events, among which it is worth mentioning PPSN 2016 (Edinburgh, United Kingdom), as well as different editions of a special session on Diversity Preservation Mechanisms for Population-based Metaheuristics within IEEE CEC. Regarding research management, he was the PI of a project granted by the University of La Laguna in a pre-competitive call and a project granted by the Fundación La Caixa CajaCanarias in a competitive call. Currently, he is the PI of a project granted in a competitive call by the Agencia Estatal de Investigación (AEI), Ministerio de Ciencia Innovación y Universidades, Spain. Finally, it should be mentioned that he constantly participates in different conference program committees such as GECCO, CEC and PPSN, as well as a reviewer in prestigious journals belonging to his areas of specialization, such as Evolutionary Computation (MIT Press), IEEE Transactions on Evolutionary Computation, IEEE Transactions on Emerging Topics in Computational Intelligence, Swarm and Evolutionary Computation or European Journal of Operational Research, among others.

Activities

Employment (8)

Universidad de La Laguna: San Cristóbal de La Laguna, ES

2023-07-11 to present | Associate Professor - Profesor Titular de Universidad (Ingeniería Informática y de Sistemas)
Employment
Source: Self-asserted source
Eduardo Segredo

Universidad de La Laguna: San Cristóbal de La Laguna, ES

2019-07-04 to 2023-07-10 | Lecturer - Profesor Ayudante Doctor (Ingeniería Informática y de Sistemas)
Employment
Source: Self-asserted source
Eduardo Segredo

Universidad de La Laguna: La Laguna, Islas Canarias, ES

2016-09-15 to 2019-07-03 | Part-time lecturer - Profesor asociado (Ingeniería Informática y de Sistemas)
Employment
Source: Self-asserted source
Eduardo Segredo

Edinburgh Napier University: Edinburgh, Scotland, GB

2015-12-15 to 2017-01-25 | Senior Research Fellow (Centre for Algorithms, Visualisation, and Evolving Systems - School of Computing)
Employment
Source: Self-asserted source
Eduardo Segredo

MHP Servicios de Control: Santa Cruz de Tenerife, Santa Cruz de Tenerife, ES

2015-05 to 2016-01 | Senior Consultant in Human Resources IT Systems - Consultor senior en sistemas de información de RRHH
Employment
Source: Self-asserted source
Eduardo Segredo

Universidad de La Laguna: San Cristóbal de La Laguna, Santa Cruz de Tenerife, ES

2010-11-01 to 2014-11-01 | Research fellow in training - Personal Docente e Investigador (FPU) (Estadística, Investigación Operativa y Computación)
Employment
Source: Self-asserted source
Eduardo Segredo

Atos Origin Consulting Canarias: Santa Cruz de Tenerife, Santa Cruz de Tenerife, ES

2009-05-01 to 2010-10-01 | Consultant on IT systems interoperability - Consultor en interoperabilidad de sistemas de información
Employment
Source: Self-asserted source
Eduardo Segredo

Universidad de La Laguna: San Cristóbal de La Laguna, Santa Cruz de Tenerife, ES

2007-01-01 to 2009-12-01 | Technical support staff - Personal Técnico de Apoyo (Estadística, Investigación Operativa y Computación)
Employment
Source: Self-asserted source
Eduardo Segredo

Education and qualifications (5)

Universidad de La Laguna: San Cristóbal de La Laguna, Santa Cruz de Tenerife, ES

2014-09 to 2015-06 | Máster de Profesorado en Educación Secundaria Obligatoria, Bachillerato, Formación Profesional y Enseñanza de Idiomas
Education
Source: Self-asserted source
Eduardo Segredo

Universidad de La Laguna: San Cristóbal de La Laguna, Santa Cruz de Tenerife, ES

2010-11 to 2014-06-12 | PhD (Ingeniería Informática y de Sistemas)
Education
Source: Self-asserted source
Eduardo Segredo

Universidad de La Laguna: San Cristóbal de La Laguna, Santa Cruz de Tenerife, ES

2008-09-01 to 2010-10-01 | Diploma de Estudios Avanzados (Área de Lenguajes y Sistemas Informáticos) (Estadística, Investigación Operativa y Computación)
Education
Source: Self-asserted source
Eduardo Segredo

Universidad de La Laguna: San Cristóbal de La Laguna, Santa Cruz de Tenerife, ES

2006-09-01 to 2008-06-01 | Ingeniero en Informática
Education
Source: Self-asserted source
Eduardo Segredo

Universidad de La Laguna: San Cristóbal de La Laguna, Santa Cruz de Tenerife, ES

2002-09-01 to 2006-06-01 | Ingeniero Técnico en Informática de Sistemas
Education
Source: Self-asserted source
Eduardo Segredo

Works (50 of 55)

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Using RoblockLLy in the Classroom: Bridging the Gap in Computer Science Education Through Robotics Simulation

IEEE Transactions on Learning Technologies
2025 | Journal article
Contributors: Rafael Herrero-Álvarez; Rafael Arnay; Eduardo Segredo; Gara Miranda; Coromoto León
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Training future engineers: Integrating Computational Thinking and effective learning methodologies into education

Computer Applications in Engineering Education
2024 | Journal article
EID:

2-s2.0-85185509273

Part of ISSN: 10990542 10613773
Contributors: Herrero-Álvarez, R.; León, C.; Miranda, G.; Segredo, E.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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Learning Descriptors for Novelty-Search Based Instance Generation via Meta-evolution

2024-07-14 | Conference paper
Contributors: Alejandro Marrero; Eduardo Segredo; Coromoto León; Emma Hart
Source: check_circle
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DIGNEA: A tool to generate diverse and discriminatory instance suites for optimisation domains

SoftwareX
2023 | Journal article
EID:

2-s2.0-85150438188

Part of ISSN: 23527110
Contributors: Marrero, A.; Segredo, E.; León, C.; Hart, E.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

Generating diverse and discriminatory knapsack instances by searching for novelty in variable dimensions of feature-space

GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference
2023 | Conference paper
EID:

2-s2.0-85167698970

Part of ISBN: 9798400701191
Contributors: Marrero, A.; Segredo, E.; Hart, E.; Bossek, J.; Neumann, A.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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What Emotions do Pre-university Students Feel when Engaged in Computational Thinking Activities?

International Journal of Computer Science Education in Schools
2023-10-19 | Journal article
Contributors: Rafael Herrero-Álvarez; Coromoto León; Gara Miranda; Eduardo Segredo; Óscar Socas; María Cuellar-Moreno; Daniel Caballero-Juliá
Source: check_circle
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Engaging Primary and Secondary School Students in Computer Science Through Computational Thinking Training

IEEE Transactions on Emerging Topics in Computing
2023-01-01 | Journal article
Contributors: Rafael Herrero-Álvarez; Gara Miranda; Coromoto León; Eduardo Segredo
Source: check_circle
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A Novelty-Search Approach to Filling an Instance-Space with Diverse and Discriminatory Instances for the Knapsack Problem

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Conference paper
EID:

2-s2.0-85136938264

Part of ISBN: 9783031147135
Part of ISSN: 16113349 03029743
Contributors: Marrero, A.; Segredo, E.; León, C.; Hart, E.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

Computational Thinking and User Interfaces: A Systematic Review

IEEE Transactions on Education
2022-11 | Journal article
Contributors: Sara Rijo-Garcia; Eduardo Segredo; Coromoto Leon
Source: check_circle
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COMPUTATIONAL THINKING OLYMPIAD AS AN EXAMPLE OF SERVICE-LEARNING

2022-07 | Conference paper
Contributors: Rafael Herrero-Álvarez; Coromoto León; Gara Miranda; Casiano Rodríguez-León; Eduardo Segredo; Laura García; Yolanda Díaz
Source: check_circle
Crossref

A parallel genetic algorithm to speed up the resolution of the algorithm selection problem

GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion
2021 | Conference paper
EID:

2-s2.0-85111019449

Contributors: Marrero, A.; Segredo, E.; Leon, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

Dealing with a problematic roundabout by optimizing a traffic light system through evolutionary computation

GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion
2021 | Conference paper
EID:

2-s2.0-85111033682

Contributors: Cruz-Zelante, F.; Segredo, E.; Miranda, G.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

HOW DO YOUNG STUDENTS GET ENTHUSIASTIC ABOUT COMPUTATIONAL THINKING ACTIVITIES?

2021-07 | Conference paper
Contributors: Rafael Herrero Álvarez; Coromoto León; Gara Miranda; Eduardo Segredo; Óscar Socas; María Cuellar-Moreno; Daniel Caballero-Julia; Laura García; Yolanda Díaz
Source: check_circle
Crossref

SCHOOLTHY: Automatic Menu Planner for Healthy and Balanced School Meals

IEEE Access
2020 | Journal article
Contributors: Eduardo Segredo; Gara Miranda; Juan Manuel Ramos; Coromoto Leon; Casiano Rodriguez-Leon
Source: check_circle
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Application of Multi-Objective Evolutionary Algorithms for Planning Healthy and Balanced School Lunches

Mathematics
2020-12-31 | Journal article
Contributors: Juan-Manuel Ramos-Pérez; Gara Miranda; Eduardo Segredo; Coromoto León; Casiano Rodríguez-León
Source: check_circle
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Comparison between Single and Multi-Objective Evolutionary Algorithms to Solve the Knapsack Problem and the Travelling Salesman Problem

Mathematics
2020-11-12 | Journal article
Contributors: Mohammed Mahrach; Gara Miranda; Coromoto León; Eduardo Segredo
Source: check_circle
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A Memetic Decomposition-Based Multi-Objective Evolutionary Algorithm Applied to a Constrained Menu Planning Problem

Mathematics
2020-11-05 | Journal article
Contributors: Alejandro Marrero; Eduardo Segredo; Coromoto León; Carlos Segura
Source: check_circle
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A similarity-based neighbourhood search for enhancing the balance exploration–exploitation of differential evolution

Computers & Operations Research
2020-05 | Journal article
Contributors: Eduardo Segredo; Eduardo Lalla-Ruiz; Emma Hart; Stefan Voß
Source: check_circle
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Simulador de Robótica Educativa para la promoción del Pensamiento Computacional

Revista de Educación a Distancia (RED)
2020-04-30 | Journal article
Contributors: Cristian Manuel Ángel-Díaz; Eduardo Segredo; Rafael Arnay; Coromoto León
Source: check_circle
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A cooperative learning approach for the quadratic Knapsack problem

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Conference paper
EID:

2-s2.0-85059934692

Part of ISBN: 9783030053475
Part of ISSN: 16113349 03029743
Contributors: Lalla-Ruiz, E.; Segredo, E.; Voß, S.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

A Novel Memetic Algorithm with Explicit Control of Diversity for the Menu Planning Problem

2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings
2019 | Conference paper
EID:

2-s2.0-85071291199

Contributors: Segura, C.; Miranda, G.; Segredo, E.; Chacon, J.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

On the automatic planning of healthy and balanced menus

GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion
2019 | Conference paper
EID:

2-s2.0-85070593009

Contributors: Marrero, A.; Segredo, E.; Leon, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

Optimising Real-World Traffic Cycle Programs by Using Evolutionary Computation

IEEE Access
2019 | Journal article
Contributors: Eduardo Segredo; Gabriel Luque; Carlos Segura; Enrique Alba
Source: check_circle
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A novel similarity-based mutant vector generation strategy for differential evolution

GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference
2018 | Conference paper
EID:

2-s2.0-85050609689

Contributors: Segredo, E.; Lalla-Ruiz, E.; Hart, E.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

Selection methods and diversity preservation in many-objective evolutionary algorithms

Data Technologies and Applications
2018-10-04 | Journal article
Contributors: Luis Martí; Eduardo Segredo; Nayat Sánchez-Pi; Emma Hart
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On the performance of the hybridisation between migrating birds optimisation variants and differential evolution for large scale continuous problems

Expert Systems with Applications
2018-07 | Journal article
Contributors: Eduardo Segredo; Eduardo Lalla-Ruiz; Emma Hart; Stefan Voß
Source: check_circle
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On the comparison of initialisation strategies in differential evolution for large scale optimisation

Optimization Letters
2018-01-19 | Journal article
Contributors: Eduardo Segredo; Ben Paechter; Carlos Segura; Carlos I. González-Vila
Source: check_circle
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Impact of selection methods on the diversity of many-objective Pareto set approximations

Procedia Computer Science
2017 | Conference paper
EID:

2-s2.0-85032369358

Contributors: Martí, L.; Segredo, E.; Śnchez-Pi, N.; Hart, E.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

The importance of the individual encoding in memetic algorithms with diversity control applied to large Sudoku puzzles

2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings
2017 | Conference paper
EID:

2-s2.0-85027867299

Contributors: Segura, C.; Segredo, E.; Miranda, G.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

A Novel Diversity-Based Replacement Strategy for Evolutionary Algorithms

IEEE Transactions on Cybernetics
2016 | Journal article
EID:

2-s2.0-85026400071

Contributors: Segura, C.; Coello Coello, C.A.; Segredo, E.; Aguirre, A.H.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

Analysing the performance of migrating birds optimisation approaches for large scale continuous problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Conference paper
EID:

2-s2.0-84988473718

Part of ISBN: 9783319458229
Part of ISSN: 16113349 03029743
Contributors: Lalla-Ruiz, E.; Segredo, E.; Voß, S.; Hart, E.; Paechter, B.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

Developing computational thinking abilities instead of digital literacy in primary and secondary school students

Smart Innovation, Systems and Technologies
2016 | Conference paper
EID:

2-s2.0-84979052892

Part of ISBN: 9783319396897
Part of ISSN: 21903026 21903018
Contributors: Segredo, E.; Miranda, G.; León, C.; Santos, A.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

Hybrid parameter control approach applied to a diversity-based multi-objective memetic algorithm for frequency assignment problems

2016 IEEE Congress on Evolutionary Computation, CEC 2016
2016 | Conference paper
EID:

2-s2.0-85008253497

Contributors: Segredo, E.; Paechter, B.; Hart, E.; González-Vila, C.I.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

Hybridisation of evolutionary algorithms through hyper-heuristics for global continuous optimisation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Conference paper
EID:

2-s2.0-85006839828

Part of ISBN: 9783319503486
Part of ISSN: 16113349 03029743
Contributors: Segredo, E.; Lalla-Ruiz, E.; Hart, E.; Paechter, B.; Voß, S.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

A fuzzy logic controller applied to a diversity-based multi-objective evolutionary algorithm for single-objective optimisation

Soft Computing
2015 | Journal article
EID:

2-s2.0-84942040869

Contributors: Segredo, E.; Segura, C.; León, C.; Hart, E.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

On the adaptation of the mutation scale factor in differential evolution

Optimization Letters
2015 | Journal article
EID:

2-s2.0-84920708275

Contributors: Segura, C.; Coello Coello, C.A.; Segredo, E.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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An analysis of the automatic adaptation of the crossover rate in differential evolution

Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014
2014 | Conference paper
EID:

2-s2.0-84908577271

Contributors: Segura, C.; Coello, C.A.C.; Segredo, E.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

Control of numeric and symbolic parameters with a hybrid scheme based on fuzzy logic and hyper-heuristics

Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014
2014 | Conference paper
EID:

2-s2.0-84908587154

Contributors: Segredo, E.; Segura, C.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier

Fuzzy logic-controlled diversity-based multi-objective memetic algorithm applied to a frequency assignment problem

Engineering Applications of Artificial Intelligence
2014 | Journal article
EID:

2-s2.0-84896390339

Contributors: Segredo, E.; Segura, C.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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Memetic algorithms and hyperheuristics applied to a multiobjectivised two-dimensional packing problem

Journal of Global Optimization
2014 | Journal article
EID:

2-s2.0-84896544079

Contributors: Segredo, E.; Segura, C.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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Analysing the robustness of multiobjectivisation approaches applied to large scale optimisation problems

Studies in Computational Intelligence
2013 | Book
EID:

2-s2.0-84870654919

Contributors: Segura, C.; Segredo, E.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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Improving the diversity preservation of multi-objective approaches used for single-objective optimization

2013 IEEE Congress on Evolutionary Computation, CEC 2013
2013 | Conference paper
EID:

2-s2.0-84881594711

Contributors: Segura, C.; Coello, C.A.C.; Segredo, E.; Miranda, G.; Leon, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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Scalability and robustness of parallel hyperheuristics applied to a multiobjectivised frequency assignment problem

Soft Computing
2013 | Journal article
EID:

2-s2.0-84877750381

Contributors: Segura, C.; Segredo, E.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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Solving the unknown complexity formula problem with genetic programming

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Conference paper
EID:

2-s2.0-84880064371

Part of ISBN: 9783642386787
Part of ISSN: 03029743 16113349
Contributors: Batista, R.; Segredo, E.; Segura, C.; León, C.; Rodríguez, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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Analysing the adaptation level of parallel hyperheuristics applied to multiobjectivised benchmark problems

Proceedings - 20th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2012
2012 | Conference paper
EID:

2-s2.0-84862131902

Contributors: Segura, C.; Segredo, E.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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Analysing the robustness of multiobjectivisation parameters with large scale optimisation problems

2012 IEEE Congress on Evolutionary Computation, CEC 2012
2012 | Conference paper
EID:

2-s2.0-84866872759

Contributors: Segredo, E.; Segura, C.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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A multiobjectivised memetic algorithm for the Frequency Assignment Problem

2011 IEEE Congress of Evolutionary Computation, CEC 2011
2011 | Conference paper
EID:

2-s2.0-80052000980

Contributors: Segredo, E.; Segura, C.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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Analysing the adaptation level of parallel hyperheuristics applied to mono-objective optimisation problems

Studies in Computational Intelligence
2011 | Conference paper
EID:

2-s2.0-82555196165

Part of ISBN: 9783642240935
Part of ISSN: 1860949X
Contributors: Segredo, E.; Segura, C.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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Multiobjectivisation of the antenna positioning problem

Advances in Intelligent and Soft Computing
2011 | Conference paper
EID:

2-s2.0-80051832515

Part of ISBN: 9783642199332
Part of ISSN: 18675662
Contributors: Segura, C.; Segredo, E.; González, Y.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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On the comparison of parallel island-based models for the multiobjectivised antenna positioning problem

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | Conference paper
EID:

2-s2.0-80053138623

Part of ISBN: 9783642238505
Part of ISSN: 03029743 16113349
Contributors: Segredo, E.; Segura, C.; León, C.
Source: Self-asserted source
Eduardo Segredo via Scopus - Elsevier
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Peer review (9 reviews for 4 publications/grants)

Review activity for ACM transactions on evolutionary learning and optimization. (1)
Review activity for IEEE transactions on emerging topics in computational intelligence. (2)
Review activity for IEEE transactions on evolutionary computation : (5)
Review activity for Journal of heuristics. (1)