People
Carlos M. Fonseca
Home Page
http://eden.dei.uc.pt/~cmfonsec/Member
Adaptive ComputationNational Projects
MobiWise: from mobile sensing to mobility advising
International Projects
MOCO-SEARCH - Bridging the gap between exact methods and heuristics for multi-objective search
iMODA: Red Iberoamericana de Investigación en Modelos de Optimización y Decisión y sus Aplicaciones
Past Projects
RepSys - Representation systems with quality guarantees for multi-objective optimization problems
iCIS - Intelligent Computing in the Internet of Services
Tractability in multiobjective combinatorial optimization
Journal Articles
2020
(2 publications)- Schulze, B. and Stiglmayr, M. and Paquete, L. and Fonseca, C.M. and Willems, D. and Ruzika, S. , "On the rectangular knapsack problem - approximation of a specific quadratic knapsack problem", Mathematical Methods of Operations Research (to appear), 2020 [ DOI ]
- Andreia P. Guerreiro and Fonseca, C.M. , "An analysis of the hypervolume Sharpe-ratio indicator", European Journal of Operational Research, vol. 283, pp. 614-629, 2020 [ DOI ]
2018
(2 publications)- Andreia P. Guerreiro and Fonseca, C.M. , "Computing and updating hypervolume contributions in up to four dimensions", IEEE Transactions on Evolutionary Computation., vol. 22, pp. 449-463, 2018 [ DOI ]
- Andre Riker and Fonseca, C.M. and Marilia Curado and Edmundo Monteiro , "Energy-efficient multigroup communication", Emerging Telecommunications Technologies, vol. 29, 2018 [ DOI ]
2017
(3 publications)- Lacour, R. and Klamroth, K. and Fonseca, C.M. , "A Box Decomposition Algorithm to Compute the Hypervolume Indicator", Computers & Operations Research, vol. 79, pp. 347-360, 2017 [ DOI ]
- Figueira, J. and Fonseca, C.M. and Halffmann, P. and Klamroth, K. and Paquete, L. and Ruzika, S. and Schulze, B. and Stiglmayr, M. and Willems, D. , "Easy to say they are Hard, but Hard to see they are Easy-Towards a Categorization of Tractable Multiobjective Combinatorial Optimization Problems", Journal of Multi-Criteria Decision Analysis, vol. 24, pp. 82-88, 2017 [ DOI ]
- Ferreira, J.C. and Fonseca, C.M. and Denysiuk, R. and Gaspar?Cunha, A. , "Methodology to select solutions for multiobjective optimization problems: Weighted stress function method", Journal of Multi-Criteria Decision Analysis, vol. 24, pp. 103-120, 2017 [ DOI ]
2016
(2 publications)- Kuhn, T. and Fonseca, C.M. and Paquete, L. and Ruzika, S. and Duarte, M.M. and Figueira, J. , "Hypervolume Subset Selection in Two Dimensions: Formulations and Algorithms", Evolutionary Computation, vol. 24, 2016 [ DOI ]
- Andreia P. Guerreiro and Fonseca, C.M. and Paquete, L. , "Greedy Hypervolume Subset Selection in Low Dimensions", Evolutionary Computation, vol. 24, 2016 [ DOI ]
2015
(1 publication)- Vaz, D. and Paquete, L. and Fonseca, C.M. and Klamroth, K. and Stiglmayr, M. , "Representation of the non-dominated set in biobjective discrete optimization", Computers & Operations Research, 2015 [ DOI ]
2014
(1 publication)- Martins, J.P. and Fonseca, C.M. and Delbem, A.C. , "On the performance of linkage-tree genetic algorithms for the multidimensional knapsack problem", Neurocomputing, vol. 146, pp. 17-29, 2014 [ DOI ]
2009
(1 publication)Conference Articles
2018
(2 publications)- S. Rebelo and Fonseca, C.M. and Bicker, J. and Penousal Machado , "Evolutionary Experiments in the Development of Typographical Posters", in 6th Conference on Computation, Communication, Aesthetics & X (xCoAx 2018), 2018
- Macedo, J.P.G.T.d. and Fonseca, C.M. and Costa, E. , "Geometric crossover in syntactic space", in Genetic Programming, 21st European Conference, EuroGP 2018, Proceedings, vol. 10781 of Lecture Notes in Computer Science, pp. 237-252, 2018 [ DOI ]
2017
(2 publications)- Ivo Gonçalves and Sara Silva and Fonseca, C.M. and Castelli, M. , "Unsure When to Stop? Ask Your Semantic Neighbors", in Genetic and Evolutionary Computation Conference, 2017 [ DOI ]
- Yang, K. and Emmerich, M.T.M. and Deutz, A. and Fonseca, C.M. , "Computing 3-D expected hypervolume improvement and related integrals in asymptotically optimal time", in Evolutionary Multi-Criterion Optimization, 9th International Conference, EMO 2017. Proceedings, LNCS 10173, 2017 [ DOI ]
2016
(3 publications)- Ivo Gonçalves and Sara Silva and Fonseca, C.M. and Castelli, M. , "Arbitrarily Close Alignments in the Error Space: A Geometric Semantic Genetic Programming Approach", in Genetic and Evolutionary Computation Conference, 2016 [ DOI ]
- Andreia P. Guerreiro and Fonseca, C.M. , "Hypervolume Sharpe-ratio indicator: Formalization and first theoretical results", in Parallel Problem Solving from Nature - PPSN XIV, vol. 9921 of Lecture Notes in Computer Science, pp. 814-823, Springer, 2016 [ DOI ]
- Correa, C.R. and Wanner, E.F. and Fonseca, C.M. , "Lyapunov design of a simple step-size adaptation strategy based on success", in Parallel Problem Solving from Nature - PPSN XIV, vol. 9921 of Lecture Notes in Computer Science, pp. 101-110, Springer, 2016 [ DOI ]
2015
(4 publications)- Ivo Gonçalves and Sara Silva and Fonseca, C.M. , "On the Generalization Ability of Geometric Semantic Genetic Programming", in 18th European Conference on Genetic Programming (EuroGP 2015), 2015 [ DOI ]
- Andreia P. Guerreiro and Fonseca, C.M. and Paquete, L. , " Greedy hypervolume subset selection in the three-objective case ", in Proceedings of the 2015 Genetic and Evolutionary Computation Conference (GECCO 2015), pp 671-678 , 2015 [ DOI ]
- Ivo Gonçalves and Sara Silva and Fonseca, C.M. , "Semantic Learning Machine: A Feedforward Neural Network Construction Algorithm Inspired by Geometric Semantic Genetic Programming", in 17th Portuguese Conference on Artificial Intelligence (EPIA 2015), 2015 [ DOI ]
- Alexandre, R.F. and Campelo, F. and Fonseca, C.M. and Vasconcelos, J.A.d. , "A comparative study of algorithms for solving the multiobjective open-pit mining operational planning problems", in Evolutionary Multi-Criterion Optimization. 8th International Conference, EMO 2015. Proceedings, Part II, LNCS 9019, 2015 [ DOI ]
2014
(1 publication)- Yevseyeva, I. and Andreia P. Guerreiro and Emmerich, M.T.M. and Fonseca, C.M. , "A Portfolio Optimization Approach to Selection in Multiobjective Evolutionary Algorithms", in Parallel Problem Solving from Nature – PPSN XIII, 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings, LNCS 8672, 2014 [ DOI ]
2012
(2 publications)- Grunert da Fonseca, Viviane and Fonseca, C.M. , "The relationship between the covered fraction, completeness and hypervolume indicators", in Artificial Evolution, 10th International Conference, Evolution Artificielle, EA 2011, Angers, France, October 24-26, 2011, Revised Selected Papers, LNCS 7401, 2012
- Andreia P. Guerreiro and Fonseca, C.M. and Emmerich, M.T.M. , "A fast dimension-sweep algorithm for the hypervolume indicator in four dimensions", in 24th Canadian Conference on Computational Geometry (CCCG 2012), 2012
2011
(1 publication)Edited Books
2018
(2 publications)- Auger, A. and Fonseca, C.M. and Lourenço, Nuno and Penousal Machado and Paquete, L. and Whitley, D. , "Proceedings of the 15th International Conference on Parallel Problem Solving from Nature – (PPSN XV) - Part 1", vol. 11101, 2018 [ DOI ]
- Auger, A. and Fonseca, C.M. and Lourenço, Nuno and Penousal Machado and Paquete, L. and Whitley, D. , "Proceedings of the 15th International Conference on Parallel Problem Solving from Nature – (PPSN XV) - Part 2", vol. 11102, 2018 [ DOI ]
2013
(1 publication)Book Chapters
2016
(1 publication)Tech Report
2017
(1 publication)- Andreia P. Guerreiro and Fonseca, C.M. , "Computing and updating hypervolume contributions in up to four dimensions", 2017 [ DOI ]
2015
(2 publications)- Lacour, R. and Klamroth, K. and Fonseca, C.M. , "A Box Decomposition Algorithm to Compute the Hypervolume Indicator", 2015
- Figueira, J. and Fonseca, C.M. and Halffmann, P. and Klamroth, K. and Paquete, L. and Ruzika, S. and Schulze, B. and Stiglmayr, M. and Willems, D. , "Easy to say they’re hard, but hard to see they’re easy: Toward a categorization of tractable multiobjective combinatorial optimization problems", 2015
2014
(2 publications)- Vaz, D. and Paquete, L. and Fonseca, C.M. and Klamroth, K. and Stiglmayr, M. , "Representation of the non-dominated set in biobjective combinatorial optimization", 2014
- Kuhn, T. and Fonseca, C.M. and Paquete, L. and Ruzika, S. and Figueira, J. , "Hypervolume Subset Selection in Two Dimensions: Formulations and Algorithms", 2014