@article{cisuc-6031-2020,
author={Schulze, B. and Stiglmayr, M. and Paquete, L. and Fonseca, C.M. and Willems, D. and Ruzika, S. },
title={On the rectangular knapsack problem - approximation of a specific quadratic knapsack problem},
journal={Mathematical Methods of Operations Research (to appear)},
number={n/a},
pages={n/a},
year=2020,
address={n/a},
}
@article{cisuc-6051-2020,
author={Andreia P. Guerreiro and Fonseca, C.M. },
title={An analysis of the hypervolume Sharpe-ratio indicator},
journal={European Journal of Operational Research},
volume={283},
number={2},
pages={614--629},
year=2020,
address={n/a},
}
@article{cisuc-5126-2018,
author={Andreia P. Guerreiro and Fonseca, C.M. },
title={Computing and updating hypervolume contributions in up to four dimensions},
journal={IEEE Transactions on Evolutionary Computation.},
volume={22},
number={3},
pages={449--463},
year=2018,
address={n/a},
}
@article{cisuc-5164-2018,
author={Andre Riker and Fonseca, C.M. and Marilia Curado and Edmundo Monteiro },
title={Energy-efficient multigroup communication},
editor={Wiley},
journal={Emerging Telecommunications Technologies},
volume={29},
pages={n/a},
number={3},
year=2018,
address={n/a},
}
@article{cisuc-4679-2017,
author={Lacour, R. and Klamroth, K. and Fonseca, C.M. },
title={A Box Decomposition Algorithm to Compute the Hypervolume Indicator},
journal={Computers & Operations Research},
volume={79},
number={n/a},
pages={347--360},
year=2017,
address={n/a},
}
@article{cisuc-4691-2017,
author={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. },
title={Easy to say they are Hard, but Hard to see they are Easy-Towards a Categorization of Tractable Multiobjective Combinatorial Optimization Problems},
journal={Journal of Multi-Criteria Decision Analysis},
volume={24},
number={n/a},
pages={82--88},
year=2017,
address={n/a},
}
@article{cisuc-5466-2017,
author={Ferreira, J.C. and Fonseca, C.M. and Denysiuk, R. and Gaspar?Cunha, A. },
title={Methodology to select solutions for multiobjective optimization problems: Weighted stress function method},
journal={Journal of Multi-Criteria Decision Analysis},
volume={24},
number={3},
pages={103--120},
year=2017,
address={n/a},
}
@article{cisuc-4303-2016,
author={Kuhn, T. and Fonseca, C.M. and Paquete, L. and Ruzika, S. and Duarte, M.M. and Figueira, J. },
title={Hypervolume Subset Selection in Two Dimensions: Formulations and Algorithms},
editor={MIT Press},
journal={Evolutionary Computation},
volume={24},
pages={n/a},
number={3},
year=2016,
address={n/a},
}
@article{cisuc-4673-2016,
author={Andreia P. Guerreiro and Fonseca, C.M. and Paquete, L. },
title={Greedy Hypervolume Subset Selection in Low Dimensions},
journal={Evolutionary Computation},
volume={24},
pages={n/a},
number={3},
year=2016,
address={n/a},
}
@article{cisuc-4289-2015,
author={Vaz, D. and Paquete, L. and Fonseca, C.M. and Klamroth, K. and Stiglmayr, M. },
title={Representation of the non-dominated set in biobjective discrete optimization},
journal={Computers & Operations Research},
number={n/a},
pages={n/a},
year=2015,
address={n/a},
}
@article{cisuc-3916-2014,
author={Martins, J.P. and Fonseca, C.M. and Delbem, A.C. },
title={On the performance of linkage-tree genetic algorithms for the multidimensional knapsack problem},
journal={Neurocomputing},
volume={146},
number={n/a},
pages={17--29},
year=2014,
address={n/a},
}
@article{cisuc-1808-2009,
author={Beume, N. and Fonseca, C.M. and López-Ibáñez, M. and Paquete, L. and Vahrenhold, J. },
title={On the complexity of computing the hypervolume indicator},
journal={IEEE Transactions on Evolutionary Computation},
volume={13},
number={5},
pages={1075--1082},
year=2009,
address={n/a},
}
@inproceedings{cisuc-5498-2018,
author={S. Rebelo and Fonseca, C.M. and Bicker, J. and Penousal Machado },
title={Evolutionary Experiments in the Development of Typographical Posters},
booktitle={6th Conference on Computation, Communication, Aesthetics & X (xCoAx 2018)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5627-2018,
author={Macedo, J.P.G.T.d. and Fonseca, C.M. and Costa, E. },
title={Geometric crossover in syntactic space},
booktitle={Genetic Programming, 21st European Conference, EuroGP 2018, Proceedings, vol. 10781 of Lecture Notes in Computer Science, pp. 237-252},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5057-2017,
author={Ivo Gonçalves and Sara Silva and Fonseca, C.M. and Castelli, M. },
title={Unsure When to Stop? Ask Your Semantic Neighbors},
booktitle={Genetic and Evolutionary Computation Conference},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5162-2017,
author={Yang, K. and Emmerich, M.T.M. and Deutz, A. and Fonseca, C.M. },
title={Computing 3-D expected hypervolume improvement and related integrals in asymptotically optimal time},
booktitle={Evolutionary Multi-Criterion Optimization, 9th International Conference, EMO 2017. Proceedings, LNCS 10173},
year=2017,
address={n/a},
}
@inproceedings{cisuc-4784-2016,
author={Ivo Gonçalves and Sara Silva and Fonseca, C.M. and Castelli, M. },
title={Arbitrarily Close Alignments in the Error Space: A Geometric Semantic Genetic Programming Approach},
booktitle={Genetic and Evolutionary Computation Conference},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4820-2016,
author={Andreia P. Guerreiro and Fonseca, C.M. },
title={Hypervolume Sharpe-ratio indicator: Formalization and first theoretical results},
booktitle={Parallel Problem Solving from Nature - PPSN XIV, vol. 9921 of Lecture Notes in Computer Science, pp. 814-823, Springer},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4821-2016,
author={Correa, C.R. and Wanner, E.F. and Fonseca, C.M. },
title={Lyapunov design of a simple step-size adaptation strategy based on success},
booktitle={Parallel Problem Solving from Nature - PPSN XIV, vol. 9921 of Lecture Notes in Computer Science, pp. 101-110, Springer},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4102-2015,
author={Ivo Gonçalves and Sara Silva and Fonseca, C.M. },
title={On the Generalization Ability of Geometric Semantic Genetic Programming},
booktitle={18th European Conference on Genetic Programming (EuroGP 2015)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4288-2015,
author={Andreia P. Guerreiro and Fonseca, C.M. and Paquete, L. },
title={ Greedy hypervolume subset selection in the three-objective case },
booktitle={Proceedings of the 2015 Genetic and Evolutionary Computation Conference (GECCO 2015), pp  671-678 },
year=2015,
address={n/a},
}
@inproceedings{cisuc-4318-2015,
author={Ivo Gonçalves and Sara Silva and Fonseca, C.M. },
title={Semantic Learning Machine: A Feedforward Neural Network Construction Algorithm Inspired by Geometric Semantic Genetic Programming},
booktitle={17th Portuguese Conference on Artificial Intelligence (EPIA 2015)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4427-2015,
author={Alexandre, R.F. and Campelo, F. and Fonseca, C.M. and Vasconcelos, J.A.d. },
title={A comparative study of algorithms for solving the multiobjective open-pit mining operational planning problems},
booktitle={Evolutionary Multi-Criterion Optimization. 8th International Conference, EMO 2015. Proceedings, Part II, LNCS 9019},
year=2015,
address={n/a},
}
@inproceedings{cisuc-3917-2014,
author={Yevseyeva, I. and Andreia P. Guerreiro and Emmerich, M.T.M. and Fonseca, C.M. },
title={A Portfolio Optimization Approach to Selection in Multiobjective Evolutionary Algorithms},
booktitle={Parallel Problem Solving from Nature – PPSN XIII, 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings, LNCS 8672},
year=2014,
address={n/a},
}
@inproceedings{cisuc-2683-2012,
author={Grunert da Fonseca, Viviane and Fonseca, C.M. },
title={The relationship between the covered fraction, completeness and hypervolume indicators},
booktitle={Artificial Evolution, 10th International Conference, Evolution Artificielle, EA 2011, Angers, France, October 24-26, 2011, Revised Selected Papers, LNCS 7401},
year=2012,
address={n/a},
}
@inproceedings{cisuc-3166-2012,
author={Andreia P. Guerreiro and Fonseca, C.M. and Emmerich, M.T.M. },
title={A fast dimension-sweep algorithm for the hypervolume indicator in four dimensions},
booktitle={24th Canadian Conference on Computational Geometry (CCCG 2012)},
year=2012,
address={n/a},
}
@inproceedings{cisuc-2439-2011,
author={Fonseca, C.M. and Andreia P. Guerreiro and López-Ibáñez, M. and Paquete, L. },
title={On the Computation of the Empirical Attainment Function},
booktitle={Sixth International Conference on Evolutionary Multi-Criterion Optimization (EMO 2011), LNCS 6576, 106-190, Springer},
year=2011,
address={n/a},
}
@proceedings{cisuc-5650-2018,
author={Auger, A. and Fonseca, C.M. and Lourenço, Nuno and Penousal Machado and Paquete, L. and Whitley, D. },
title={Proceedings of the 15th International Conference on Parallel Problem Solving from Nature – (PPSN XV) - Part 1},
publisher={Springer International Publishing},
volume={11101},
edition={1},
isbn={978-3-319-99253-2},
year=2018,
address={n/a},
}
@proceedings{cisuc-5651-2018,
author={Auger, A. and Fonseca, C.M. and Lourenço, Nuno and Penousal Machado and Paquete, L. and Whitley, D. },
title={Proceedings of the 15th International Conference on Parallel Problem Solving from Nature – (PPSN XV) - Part 2},
publisher={Springer International Publishing},
volume={11102},
edition={1},
isbn={978-3-319-99259-4},
year=2018,
address={n/a},
}
@proceedings{cisuc-3286-2013,
author={Purshouse, R.C. and Fleming, P.J. and Fonseca, C.M. and Greco, S. and Shaw, J. },
title={7th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2013},
publisher={Springer, Lecture Notes in Computer Science},
volume={7811},
edition={n/a},
year=2013,
address={n/a},
}
@inbook{cisuc-4822-2016,
author={Emmerich, M.T.M. and Yang, K. and Deutz, A. and Wang, H. and Fonseca, C.M. },
title={A multicriteria generalization of Bayesian global optimization},
chapter={12},
publisher={Springer},
booktitle={Advances in Stochastic and Deterministic Global Optimization},
volume={107},
edition={1},
pages={229--242},
year=2016,
address={n/a},
}
@techreport{cisuc-4819-2017,
author={Andreia P. Guerreiro and Fonseca, C.M. },
title={Computing and updating hypervolume contributions in up to four dimensions},
number={CISUC Technical Report TR-2017-001},
year=2017,
address={n/a},
}
@techreport{cisuc-4535-2015,
author={Lacour, R. and Klamroth, K. and Fonseca, C.M. },
title={A Box Decomposition Algorithm to Compute the Hypervolume Indicator},
number={arXiv preprint arXiv:1510.01963},
year=2015,
address={n/a},
}
@techreport{cisuc-4536-2015,
author={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. },
title={Easy to say they’re hard, but hard to see they’re easy: Toward a categorization of tractable multiobjective combinatorial optimization problems},
number={Bergische Universität Wuppertal, BUW-IMACM 15/37},
year=2015,
address={n/a},
}
@techreport{cisuc-3938-2014,
author={Vaz, D. and Paquete, L. and Fonseca, C.M. and Klamroth, K. and Stiglmayr, M. },
title={Representation of the non-dominated set in biobjective combinatorial optimization},
number={ BUW-IMACM 14/06},
year=2014,
address={n/a},
}
@techreport{cisuc-3939-2014,
author={Kuhn, T. and Fonseca, C.M. and Paquete, L. and Ruzika, S. and Figueira, J. },
title={Hypervolume Subset Selection in Two Dimensions: Formulations and Algorithms},
number={3798},
year=2014,
address={n/a},
}
@techreport{cisuc-1810-2008,
author={Beume, N. and Fonseca, C.M. and López-Ibáñez, M. and Paquete, L. and Vahrenhold, J. },
title={On the complexity of computing the hypervolume indicator},
number={CI 235/07, SFB 531},
year=2008,
address={n/a},
}