List of hosting institutions for the SPECIES Scholarship program in 2021. A short overview of each institution is given. More details of the supervisor, research group, available projects, and others, is provided as a PDF document in the section dedicated to each institution.
Beykent University, Istanbul, Turkey
- Location: Civil Engineering Department, Beykent University, Istanbul, Turkey
- Supervisor: Y. Cengiz Toklu (Homepage)
- Project: Total Potential Optimization using Metaheuristic Algorithms (TPO/MA)
- Details about supervisor, research group, projects, and others: Beykent-info-2021
Brunel University London, London, UK
- Location: Department of Computer Science College of Engineering, Design and Physical Sciences, Brunel University London, London, UK
- Supervisor: Crina Grosan (Homepage)
- Project: Experimental artificial intelligence for healthcare data
- Details about supervisor, research group, projects, and others: London_info
Edinburgh Napier University, Edinburgh, UK
- Location: Department of Computing Science, Edinburgh Napier University, Edinburgh, UK
- Supervisor: Kevin Sim (Homepage)
- Projects
- Algorithm Selection for meta-heuristics, leveraging a range of machine-learning approaches.
- Evolution of algorithm portfolios which exhibit diversity of behaviours.
- Lifelong learning in optimisation: methods for continual adaptation of algorithms based on problem-solving experience.
- Details about supervisor, research group, projects, and others: Edinburgh-info-2021
Friedrich-Alexander University, Erlangen-Nürnberg, Germany
- Location: Department of Mathematics, Friedrich-Alexander University, Erlangen-Nürnberg, Germany
- Supervisor: Bismark Singh (Homepage)
- Project: Methods and Models for Energy Transformation and Integration Systems
- Details about supervisor, research group, projects, and others: Erlangen-Nuremberg-info-2021
Kadir Has University, Istanbul, Turkey
- Location: Management Information Science Department, Kadir Has University, Istanbul, Turkey.
- Supervisor: Oğuzhan Ceylan (Homepage)
- Project: Nature-inspired algorithms for smart grid and power systems optimization problems.
- Details about supervisor, research group, projects, and others: Istanbul_info
Mathematical Institute, Serbian Academy of Sciences and Arts, Belgrade, Serbia
- Location: Mathematical Institute, Serbian Academy of Sciences and Arts, Mathematical programming and optimization research group, Belgrade, Serbia.
- Supervisor: Tatjana Davidović (Homepage)
- Project: Integrating Machine Learning and Metaheuristics
- Details about supervisor, research group, projects, and others: Belgrade_info
Sorbonne University, Paris, France
- Location: Computer science department LIP6, Sorbonne University, Paris, France
- Supervisor: Carola Doerr (Homepage)
- Project: Optimization algorithm benchmarking ontology
- Details about supervisor, research group, projects, and others: Paris-info-2021
Technical Institute of Tijuana, Tijuana, Mexico
- Location: Department of Electric and Electronic Engineering, Technical Institute of Tijuana (ITT), Mexico.
- Supervisor: Leonardo Trujillo (Homepage)
- Projects
- Integrating Local Search methods into our GPU-based implementations of GP
- CUDA-based implementation of RANSAC-GP
- A distributed platform for GP-based search
- GI-benchmarking
- Details about supervisor, research group, projects, and others: Tijuana_info
Tel-Aviv University, Tel-Aviv, Israel
- Location: School of Mechanical Engineering, Tel-Aviv University, Tel-Aviv, Israel
- Supervisor: Amiram (Ami) Moshaiov (Homepage)
- Projects
- Genetic Transfer for Solving Combinatorial Multi-objective Problems in Operation Research and Management
- Evolutionary Algorithms for Multi-concept Optimization
- Multi-Modal Multi-Objective Evolutionary Optimization for Problems with Solutions of Variable-Length
- Co-evolving Rationalizable Strategies for Multi-payoff Games
- Many-objective Topology and Weight Evolution of Neural-Network for Neuro-control and/or Multi-class Classification
- Multi-objective Evolution of Neuro-Fuzzy Controllers for Traversing Rugged Terrains by Autonomous Mobile Robots
- Addressing the Pandemic Health-Economy Dilemma by Evolutionary Multiobjective Optimization
- Details about supervisor, research group, projects, and others: Tel-Aviv-info-2021
University of Algarve, Faro, Portugal
- Location: Center for Environmental and Sustainability Research (CENSE), Department of Informatics Engineering and Electronics, University of Algarve, Portugal.
- Supervisor: Fernando Lobo (Homepage)
- Project: Automating parameter selection in local search algorithms
- Details about supervisor, research group, projects and others: Algarve_info
University of Applied Sciences Upper Austria, Austria
- Location: Heuristic and Evolutionary Algorithms Laboratory (HEAL) research group, Software Engineering Department located, University of Applied Sciences Upper Austria, Hagenberg Campus, Austria.
- Supervisor: Stefan Wagner (Homepage)
- Project: Adaptive Optimization in Dynamic Environments
- Details about supervisor, research group, projects, and others: UpperAustria_info
University of Bucharest, Bucharest, Romania
- Location: Faculty of Mathematics and Computer Science, University of Bucharest, Romania
- Supervisor: Alexandru Popa (Homepage)
- Projects
- Heuristic algorithms for finding evolutionary distances
- Metaheuristics applied to hard optimisation problems
- Details about supervisor, research group, projects, and others: Bucharest-info-2021
University of Coimbra, Coimbra, Portugal
- Location: Department of Informatics Engineering, University of Coimbra, Portugal.
- Supervisor: Nuno Lourenço (Homepage) and Penousal Machado (Homepage)
- Projects
- Evolutionary Multitask Learning
- Grammatical Evolution
- Details about supervisor, research group, projects, and others: Coimbra-info-2021
University of Granada, Granada, Spain
- Location: GenNeura research team, Department of Computer Architecture and Technology, University of Granada, Spain.
- Supervisor: Juan Julián Merelo Guervós (Homepage)
- Projects:
- Computational intelligence in games.
- Data science applied to soccer and other games.
- Procedural content generation using metaheuristics.
- Distributed/concurrent evolutionary algorithms
- Details about supervisor, research group, projects, and others: Granada_info
University Gustave Eiffel, Lille, France
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Location: COSYS-ESTAS team, University Gustave Eiffel, Lille, France.
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Supervisor: Paola Pellegrini (Homepage)
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Project: Real-time railway traffic management
- Details about supervisor, research group, projects, and others: Lille_info_2021
University of Leicester, Leicester, England, UK
- Location: School of Informatics, University of Leicester, UK.
- Supervisor: John H. Drake (Homepage)
- Project: High-level search methodologies for problem-solving in industrial applications.
- Details about supervisor, research group, projects, and others: Leicester-info-2021
University of Malaga, Malaga, Spain
- Location: School of Computer Science, University of Málaga, Spain.
- Supervisor: Manuel López-Ibáñez (Homepage)
- Projects
- Automatic Design of Multi-objective Algorithms for the Optimisation of Supply Chains
- Parameter Importance and Sensitivity in Automatic Algorithm Configuration
- Visualizations of the Empirical Attainment Function with ggplot2, plotly and plot3Dgl
- Details about supervisor, research group, projects, and others: Malaga-info-2021
University of Parma, Parma, Italy
- Location: Department of Engineering and Architecture, University of Parma, Parma, Italy Intelligent Bio-Inspired Systems (IBIS) Lab
- Supervisor: Stefano Cagnoni (Homepage)
- Project: Using Evolutionary Computation and Machine Learning Algorithms to explain Deep Neural Nets results
- Details about supervisor, research group, projects, and others: Parma-info-2021
University of Plymouth, Plymouth, England, UK
- Location: Plymouth Optimisation Group, Centre for Robotics and Neural Systems (CRNS), University of Plymouth, Plymouth, England, UK.
- Supervisors: David Walker (Homepage) and Matthew Craven (Homepage)
- Projects:
- Visualisation
- Benchmarking
- Industrial optimisation
- Hybrid optimisation
- Details about supervisors, research group, projects, and others: Plymouth_info
University of Trento, Trento, Italy
- Location: Department of Information Engineering and Computer Science (DISI), University of Trento, Italy.
- Supervisor: Giovanni Iacca (Homepage)
- Projects
- Hybridization of deep reinforcement learning and metaheuristics
- Evolution of network protocols
- Evolution of communication using interpretable agents
- Evolutionary learning of interpretable models
- Problem classification via evolutionary dynamics
- Details about supervisor, research group, projects, and others: Trento-info-2021
University of Trieste, Trieste, Italy
- Location: Evolutionary Robotics and Artificial Life lab (ERALLab), and Machine Learning lab (MaLeLab), Department of Engineering and Architecture (DIA), University of Trieste, Italy.
- Supervisor: Eric Medvet (Homepage), Luca Manzoni (Homepage)
- Projects
- Neuroevolution for voxel-based soft robots
- Adaptive evolutionary optimization of graphs
- Fitness landscape manipulation techniques via reversible transformations and surrogate modelling
- Details about research group, projects, and others: Trieste_info