Carlos M. Fonseca

82 papers A 13B 10C 13Misc 1Journal 30Unranked 9
YearRankTypeTitle / Venue / Authors
2025 A conf
Hyper-GRASP: A Hypervolume-Based Constructive Heuristic.
FOGA
Gonçalo Lopes, Luís Paquete, Carlos M. Fonseca
2024 J jnl
Special issue on exact and approximation methods for mixed-integer multi-objective optimization.
Math. Methods Oper. Res.
Carlos Henggeler Antunes, Carlos M. Fonseca, Luís Paquete, Michael Stiglmayr
2023 J jnl
Multiobjective Optimization on a Budget (Dagstuhl Seminar 23361).
Dagstuhl Reports
Richard Allmendinger, Carlos M. Fonseca, Serpil Sayin, Margaret M. Wiecek, Michael Stiglmayr
2023 — ch.
Theoretical Aspects of Subset Selection in Multi-Objective Optimisation.
Many-Criteria Optimization and Decision Analysis
Andreia P. Guerreiro, Kathrin Klamroth, Carlos M. Fonseca
2022 J jnl
The Hypervolume Indicator: Computational Problems and Algorithms.
ACM Comput. Surv.
Andreia P. Guerreiro, Carlos M. Fonseca, Luís Paquete
2022 J jnl
Theory of Randomized Optimization Heuristics (Dagstuhl Seminar 22081).
Dagstuhl Reports
Anne Auger, Carlos M. Fonseca, Tobias Friedrich, Johannes Lengler
2021 J jnl
A Compressive Receding Horizon Approach for Smart Home Energy Management.
IEEE Access
Joaquim Leitão, Carlos M. Fonseca, Paulo Gil, Bernardete Ribeiro, Alberto Cardoso
2020 J jnl
An analysis of the Hypervolume Sharpe-Ratio Indicator.
Eur. J. Oper. Res.
Andreia P. Guerreiro, Carlos M. Fonseca
2020 J jnl
Guest Editorial Special Issue on Theoretical Foundations of Evolutionary Computation.
IEEE Trans. Evol. Comput.
Pietro S. Oliveto, Anne Auger, Francisco Chicano, Carlos M. Fonseca
2020 J jnl
On the Bicriterion Maximum Flow Network Interdiction Problem.
CoRR
Luca E. Schäfer, Stefan Ruzika, Sven O. Krumke, Carlos M. Fonseca
2020 J jnl
On the rectangular knapsack problem: approximation of a specific quadratic knapsack problem.
Math. Methods Oper. Res.
Britta Schulze, Michael Stiglmayr, Luís Paquete, Carlos M. Fonseca, David Willems, Stefan Ruzika
2020 J jnl
Scalability in Multiobjective Optimization (Dagstuhl Seminar 20031).
Dagstuhl Reports
Carlos M. Fonseca, Kathrin Klamroth, Günter Rudolph, Margaret M. Wiecek
2020 J jnl
The Hypervolume Indicator: Problems and Algorithms.
CoRR
Andreia P. Guerreiro, Carlos M. Fonseca, Luís Paquete
2019 — conf
The Bicriterion Maximum Flow Network Interdiction Problem in
OR
Luca E. Schäfer, Tobias Dietz, Marco V. Natale, Stefan Ruzika, Sven O. Krumke, Carlos M. Fonseca
2019 J jnl
Theory of Randomized Optimization Heuristics (Dagstuhl Reports 19431).
Dagstuhl Reports
Carola Doerr, Carlos M. Fonseca, Tobias Friedrich, Xin Yao
2018 J jnl
Computing and Updating Hypervolume Contributions in Up to Four Dimensions.
IEEE Trans. Evol. Comput.
Andreia P. Guerreiro, Carlos M. Fonseca
2018 J jnl
Energy-efficient multigroup communication.
Trans. Emerg. Telecommun. Technol.
André Riker, Carlos M. Fonseca, Marília Curado, Edmundo Monteiro
2018 B conf
Geometric Crossover in Syntactic Space.
EuroGP
João Macedo, Carlos M. Fonseca, Ernesto Costa
2018 — ed.
Parallel Problem Solving from Nature - PPSN XV - 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings, Part I
PPSN (1)
Anne Auger, Carlos M. Fonseca, Nuno Lourenço, Penousal Machado, Luís Paquete, L. Darrell Whitley
2018 — ed.
Parallel Problem Solving from Nature - PPSN XV - 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings, Part II
PPSN (2)
Anne Auger, Carlos M. Fonseca, Nuno Lourenço, Penousal Machado, Luís Paquete, L. Darrell Whitley
2017 J jnl
A box decomposition algorithm to compute the hypervolume indicator.
Comput. Oper. Res.
Renaud Lacour, Kathrin Klamroth, Carlos M. Fonseca
2017 C conf
Computing 3-D Expected Hypervolume Improvement and Related Integrals in Asymptotically Optimal Time.
EMO
Kaifeng Yang, Michael Emmerich, André H. Deutz, Carlos M. Fonseca
2017 J jnl
Unsure When to Stop? Ask Your Semantic Neighbors.
CoRR
Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
2017 A conf
Unsure when to stop?: ask your semantic neighbors.
GECCO
Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
2016 — ch.
A Multicriteria Generalization of Bayesian Global Optimization.
Advances in Stochastic and Deterministic Global Optimization
Michael Emmerich, Kaifeng Yang, André H. Deutz, Hao Wang, Carlos M. Fonseca
2016 B conf
A quadratic approximation-based local search operator for handling two equality constraints in continuous optimization problems.
CEC
Carlos M. Fonseca, Elizabeth Fialho Wanner
2016 — conf
Arbitrarily Close Alignments in the Error Space: A Geometric Semantic Genetic Programming Approach.
GECCO (Companion)
Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
2016 J jnl
Greedy Hypervolume Subset Selection in Low Dimensions.
Evol. Comput.
Andreia P. Guerreiro, Carlos M. Fonseca, Luís Paquete
2016 A conf
Hypervolume Sharpe-Ratio Indicator: Formalization and First Theoretical Results.
PPSN
Andreia P. Guerreiro, Carlos M. Fonseca
2016 J jnl
Hypervolume Subset Selection in Two Dimensions: Formulations and Algorithms.
Evol. Comput.
Tobias Kuhn, Carlos M. Fonseca, Luís Paquete, Stefan Ruzika, Miguel Duarte, José Rui Figueira
2016 A conf
Lyapunov Design of a Simple Step-Size Adaptation Strategy Based on Success.
PPSN
Claudia R. Correa, Elizabeth F. Wanner, Carlos M. Fonseca
2016 A conf
Tutorials at PPSN 2016.
PPSN
Carola Doerr, Nicolas Bredèche, Enrique Alba, Thomas Bartz-Beielstein, Dimo Brockhoff, Benjamin Doerr, Gusz Eiben, Michael G. Epitropakis, Carlos M. Fonseca, Andreia P. Guerreiro, Evert Haasdijk, Jacqueline Heinerman, Julien Hubert, Per Kristian Lehre, Luigi Malagò, Juan Julián Merelo Guervós, Julian Francis Miller, Boris Naujoks, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Patricia Ryser-Welch, Giovanni Squillero, Jörg Stork, Dirk Sudholt, Alberto Paolo Tonda, L. Darrell Whitley, Martin Zaefferer
2015 J jnl
A Box Decomposition Algorithm to Compute the Hypervolume Indicator.
CoRR
Renaud Lacour, Kathrin Klamroth, Carlos M. Fonseca
2015 — conf
A Comparative Study of Algorithms for Solving the Multiobjective Open-Pit Mining Operational Planning Problems.
EMO (2)
Rafael Frederico Alexandre, Felipe Campelo, Carlos M. Fonseca, João Antônio de Vasconcelos
2015 A conf
Greedy Hypervolume Subset Selection in the Three-Objective Case.
GECCO
Andreia P. Guerreiro, Carlos M. Fonseca, Luís Paquete
2015 B conf
On the Generalization Ability of Geometric Semantic Genetic Programming.
EuroGP
Ivo Gonçalves, Sara Silva, Carlos M. Fonseca
2015 J jnl
Representation of the non-dominated set in biobjective discrete optimization.
Comput. Oper. Res.
Daniel Vaz, Luís Paquete, Carlos M. Fonseca, Kathrin Klamroth, Michael Stiglmayr
2015 Misc conf
Semantic Learning Machine: A Feedforward Neural Network Construction Algorithm Inspired by Geometric Semantic Genetic Programming.
EPIA
Ivo Gonçalves, Sara Silva, Carlos M. Fonseca
2014 A conf
A Portfolio Optimization Approach to Selection in Multiobjective Evolutionary Algorithms.
PPSN
Iryna Yevseyeva, Andreia P. Guerreiro, Michael T. M. Emmerich, Carlos M. Fonseca
2014 J jnl
On the performance of linkage-tree genetic algorithms for the multidimensional knapsack problem.
Neurocomputing
Jean Paulo Martins, Carlos M. Fonseca, Alexandre C. B. Delbem
2013 C ed.
Evolutionary Multi-Criterion Optimization - 7th International Conference, EMO 2013, Sheffield, UK, March 19-22, 2013. Proceedings
EMO
Robin C. Purshouse, Peter J. Fleming, Carlos M. Fonseca, Salvatore Greco, Jane Shaw
2012 — conf
A Fast Dimension-Sweep Algorithm for the Hypervolume Indicator in Four Dimensions.
CCCG
Andreia P. Guerreiro, Carlos M. Fonseca, Michael T. M. Emmerich
2011 C conf
Computing Hypervolume Contributions in Low Dimensions: Asymptotically Optimal Algorithm and Complexity Results.
EMO
Michael T. M. Emmerich, Carlos M. Fonseca
2011 C conf
On the Computation of the Empirical Attainment Function.
EMO
Carlos M. Fonseca, Andreia P. Guerreiro, Manuel López-Ibáñez, Luís Paquete
2011 — conf
The Relationship between the Covered Fraction, Completeness and Hypervolume Indicators.
Artificial Evolution
Viviane Grunert da Fonseca, Carlos M. Fonseca
2010 J jnl
Nonlinear Network Optimization - An Embedding Vector Space Approach.
IEEE Trans. Evol. Comput.
Eduardo G. Carrano, Ricardo H. C. Takahashi, Carlos M. Fonseca, Oriane M. Neto
2010 — ch.
The Attainment-Function Approach to Stochastic Multiobjective Optimizer Assessment and Comparison.
Experimental Methods for the Analysis of Optimization Algorithms
Viviane Grunert da Fonseca, Carlos M. Fonseca
2009 — conf
09041 Working Group on EMO for Interactive Multiobjective Optimization (1st Round).
Hybrid and Robust Approaches to Multiobjective Optimization
Carlos M. Fonseca, Xavier Gandibleux, Pekka J. Korhonen, Luis Marti, Boris Naujoks, Lothar Thiele, Jyrki Wallenius, Eckart Zitzler
2009 B conf
Assessing the quality of the relation between scalarizing function parameters and solutions in multiobjective optimization.
IEEE Congress on Evolutionary Computation
José C. Ferreira, Carlos M. Fonseca, António Gaspar-Cunha
2009 C ed.
Evolutionary Multi-Criterion Optimization, 5th International Conference, EMO 2009, Nantes, France, April 7-10, 2009. Proceedings
EMO
Matthias Ehrgott, Carlos M. Fonseca, Xavier Gandibleux, Jin-Kao Hao, Marc Sevaux
2009 J jnl
On the Complexity of Computing the Hypervolume Indicator.
IEEE Trans. Evol. Comput.
Nicola Beume, Carlos M. Fonseca, Manuel López-Ibáñez, Luís Paquete, Jan Vahrenhold
2008 J jnl
A multi-objective evolutionary algorithm to exploit the similarities of resource allocation problems.
J. Sched.
Dilip Datta, Carlos M. Fonseca, Kalyanmoy Deb
2008 A conf
Graph partitioning through a multi-objective evolutionary algorithm: a preliminary study.
GECCO
Dilip Datta, José Rui Figueira, Carlos M. Fonseca, Fernando Tavares-Pereira
2007 B conf
A preliminary comparison of tree encoding schemes for evolutionary algorithms.
SMC
Eduardo G. Carrano, Carlos M. Fonseca, Ricardo H. C. Takahashi, Luciano C. A. Pimenta, Oriane M. Neto
2007 A conf
A unified model of optimisation problems.
GECCO
Cristina C. Vieira, Carlos M. Fonseca
2007 C conf
Bi-objective Combined Facility Location and Network Design.
EMO
Eduardo G. Carrano, Ricardo H. C. Takahashi, Carlos M. Fonseca, Oriane M. Neto
2007 C conf
Decision Making in Evolutionary Optimization (Abstract of Invited Talk).
EMO
Carlos M. Fonseca
2007 B conf
How redundancy and neutrality may affect evolution on NK fitness landscapes.
IEEE Congress on Evolutionary Computation
Marisol B. Correia, Carlos M. Fonseca
2007 A conf
Methodology to select solutions from the pareto-optimal set: a comparative study.
GECCO
José C. Ferreira, Carlos M. Fonseca, António Gaspar-Cunha
2007 — ch.
Multi-Objective Evolutionary Algorithm for University Class Timetabling Problem.
Evolutionary Scheduling
Dilip Datta, Kalyanmoy Deb, Carlos M. Fonseca
2007 C conf
Multi-objective Evolutionary Algorithms for Resource Allocation Problems.
EMO
Dilip Datta, Kalyanmoy Deb, Carlos M. Fonseca
2007 A conf
On the roles of redundancy and neutrality in evolutionary optimization: an experimental study.
GECCO
Marisol B. Correia, Carlos M. Fonseca
2007 C conf
Preference Articulation in Evolutionary Multiobjective Optimisation.
HIS
Carlos M. Fonseca
2006 B conf
An Improved Dimension-Sweep Algorithm for the Hypervolume Indicator.
IEEE Congress on Evolutionary Computation
Carlos M. Fonseca, Luís Paquete, Manuel López-Ibáñez
2005 B conf
Developing redundant binary representations for genetic search.
Congress on Evolutionary Computation
Carlos M. Fonseca, Marisol B. Correia
2005 C conf
Exploring the Performance of Stochastic Multiobjective Optimisers with the Second-Order Attainment Function.
EMO
Carlos M. Fonseca, Viviane Grunert da Fonseca, Luís Paquete
2005 — conf
Multiobjective Optimization and Multiple Constraint Handling with Evolutionary Algorithms.
Practical Approaches to Multi-Objective Optimization
Carlos M. Fonseca, Peter J. Fleming
2004 J jnl
'Identifying the structure of nonlinear dynamic systems using multiobjective genetic programming.
IEEE Trans. Syst. Man Cybern. Part A
Katya Rodríguez-Vázquez, Carlos M. Fonseca, Peter J. Fleming
2003 C ed.
Evolutionary Multi-Criterion Optimization, Second International Conference, EMO 2003, Faro, Portugal, April 8-11, 2003, Proceedings
EMO
Carlos M. Fonseca, Peter J. Fleming, Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele
2003 C conf
Genetic assisted selection of RBF model structures for greenhouse inside air temperature prediction.
CCA
Pedro M. Ferreira, António E. B. Ruano, Carlos M. Fonseca
2003 J jnl
Nonlinear identification of aircraft gas-turbine dynamics.
Neurocomputing
António E. B. Ruano, Peter J. Fleming, César Alexandre Teixeira, Katya Rodríguez-Vázquez, Carlos M. Fonseca
2003 J jnl
Performance assessment of multiobjective optimizers: an analysis and review.
IEEE Trans. Evol. Comput.
Eckart Zitzler, Lothar Thiele, Marco Laumanns, Carlos M. Fonseca, Viviane Grunert da Fonseca
2002 A conf
Why Quality Assessment Of Multiobjective Optimizers Is Difficult.
GECCO
Eckart Zitzler, Marco Laumanns, Lothar Thiele, Carlos M. Fonseca, Viviane Grunert da Fonseca
2001 C conf
Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function.
EMO
Viviane Grunert da Fonseca, Carlos M. Fonseca, Andreia O. Hall
2001 — conf
Neuro-genetic PID autotuning.
ECC
J. M. Lima, A. B. Azevedo, N. M. Duarte, Carlos M. Fonseca, António E. B. Ruano, Peter J. Fleming
2000 B conf
Accelerating multi-objective control system design using a neuro-genetic approach.
CEC
N. M. Duarte, António E. B. Ruano, Carlos M. Fonseca, Peter J. Fleming
1999 B conf
Assessing the performance of multiobjective genetic algorithms for optimization of a batch process scheduling problem.
CEC
K. J. Shaw, Anne L. Nortcliffe, M. Thompson, J. Love, Peter J. Fleming, Carlos M. Fonseca
1998 J jnl
Multiobjective optimization and multiple constraint handling with evolutionary algorithms. I. A unified formulation.
IEEE Trans. Syst. Man Cybern. Part A
Carlos M. Fonseca, Peter J. Fleming
1998 J jnl
Multiobjective optimization and multiple constraint handling with evolutionary algorithms. II. Application example.
IEEE Trans. Syst. Man Cybern. Part A
Carlos M. Fonseca, Peter J. Fleming
1996 A conf
On the Performance Assessment and Comparison of Stochastic Multiobjective Optimizers.
PPSN
Carlos M. Fonseca, Peter J. Fleming
1995 J jnl
An Overview of Evolutionary Algorithms in Multiobjective Optimization.
Evol. Comput.
Carlos M. Fonseca, Peter J. Fleming
1993 — conf
Genetic Algorithms for Multiobjective Optimization: FormulationDiscussion and Generalization.
ICGA
Carlos M. Fonseca, Peter J. Fleming