Published in: Dagstuhl Reports, Volume 13, Issue 9 (2024)
Richard Allmendinger, Carlos M. Fonseca, Serpil Sayin, Margaret M. Wiecek, and Michael Stiglmayr. Multiobjective Optimization on a Budget (Dagstuhl Seminar 23361). In Dagstuhl Reports, Volume 13, Issue 9, pp. 1-68, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)
@Article{allmendinger_et_al:DagRep.13.9.1, author = {Allmendinger, Richard and Fonseca, Carlos M. and Sayin, Serpil and Wiecek, Margaret M. and Stiglmayr, Michael}, title = {{Multiobjective Optimization on a Budget (Dagstuhl Seminar 23361)}}, pages = {1--68}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {13}, number = {9}, editor = {Allmendinger, Richard and Fonseca, Carlos M. and Sayin, Serpil and Wiecek, Margaret M. and Stiglmayr, Michael}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.13.9.1}, URN = {urn:nbn:de:0030-drops-198207}, doi = {10.4230/DagRep.13.9.1}, annote = {Keywords: evolutionary algorithms, expensive optimization, few-shot learning, machine learning, optimization, simulation} }
Published in: Dagstuhl Reports, Volume 12, Issue 2 (2022)
Anne Auger, Carlos M. Fonseca, Tobias Friedrich, Johannes Lengler, and Armand Gissler. Theory of Randomized Optimization Heuristics (Dagstuhl Seminar 22081). In Dagstuhl Reports, Volume 12, Issue 2, pp. 87-102, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2022)
@Article{auger_et_al:DagRep.12.2.87, author = {Auger, Anne and Fonseca, Carlos M. and Friedrich, Tobias and Lengler, Johannes and Gissler, Armand}, title = {{Theory of Randomized Optimization Heuristics (Dagstuhl Seminar 22081)}}, pages = {87--102}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2022}, volume = {12}, number = {2}, editor = {Auger, Anne and Fonseca, Carlos M. and Friedrich, Tobias and Lengler, Johannes and Gissler, Armand}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagRep.12.2.87}, URN = {urn:nbn:de:0030-drops-169325}, doi = {10.4230/DagRep.12.2.87}, annote = {Keywords: black-box optimization, derivative-free optimization, evolutionary and genetic algorithms, randomized search algorithms, stochastic gradient descent, theoretical computer science} }
Published in: Dagstuhl Reports, Volume 10, Issue 1 (2020)
Carlos M. Fonseca, Kathrin Klamroth, Günter Rudolph, and Margaret M. Wiecek. Scalability in Multiobjective Optimization (Dagstuhl Seminar 20031). In Dagstuhl Reports, Volume 10, Issue 1, pp. 52-129, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2020)
@Article{fonseca_et_al:DagRep.10.1.52, author = {Fonseca, Carlos M. and Klamroth, Kathrin and Rudolph, G\"{u}nter and Wiecek, Margaret M.}, title = {{Scalability in Multiobjective Optimization (Dagstuhl Seminar 20031)}}, pages = {52--129}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2020}, volume = {10}, number = {1}, editor = {Fonseca, Carlos M. and Klamroth, Kathrin and Rudolph, G\"{u}nter and Wiecek, Margaret M.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagRep.10.1.52}, URN = {urn:nbn:de:0030-drops-124017}, doi = {10.4230/DagRep.10.1.52}, annote = {Keywords: multiple criteria decision making, evolutionary multiobjective optimization, scalability} }
Published in: Dagstuhl Reports, Volume 9, Issue 10 (2020)
Carola Doerr, Carlos M. Fonseca, Tobias Friedrich, and Xin Yao. Theory of Randomized Optimization Heuristics (Dagstuhl Reports 19431). In Dagstuhl Reports, Volume 9, Issue 10, pp. 61-94, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2020)
@Article{doerr_et_al:DagRep.9.10.61, author = {Doerr, Carola and Fonseca, Carlos M. and Friedrich, Tobias and Yao, Xin}, title = {{Theory of Randomized Optimization Heuristics (Dagstuhl Reports 19431)}}, pages = {61--94}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2020}, volume = {9}, number = {10}, editor = {Doerr, Carola and Fonseca, Carlos M. and Friedrich, Tobias and Yao, Xin}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagRep.9.10.61}, URN = {urn:nbn:de:0030-drops-118567}, doi = {10.4230/DagRep.9.10.61}, annote = {Keywords: algorithms and complexity, evolutionary algorithms, machine learning, optimization, soft computing} }
Published in: Dagstuhl Seminar Proceedings, Volume 4461, Practical Approaches to Multi-Objective Optimization (2005)
Carlos M. Fonseca and Peter J. Fleming. Multiobjective Optimization and Multiple Constraint Handling with Evolutionary Algorithms. In Practical Approaches to Multi-Objective Optimization. Dagstuhl Seminar Proceedings, Volume 4461, pp. 1-2, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2005)
@InProceedings{fonseca_et_al:DagSemProc.04461.14, author = {Fonseca, Carlos M. and Fleming, Peter J.}, title = {{Multiobjective Optimization and Multiple Constraint Handling with Evolutionary Algorithms}}, booktitle = {Practical Approaches to Multi-Objective Optimization}, pages = {1--2}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2005}, volume = {4461}, editor = {J\"{u}rgen Branke and Kalyanmoy Deb and Kaisa Miettinen and Ralph E. Steuer}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.04461.14}, URN = {urn:nbn:de:0030-drops-2371}, doi = {10.4230/DagSemProc.04461.14}, annote = {Keywords: Evolutionary algorithms, multiobjective optimization, preference articulation, interactive optimization.} }
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