diff --git a/bibliography.bib b/bibliography.bib index 531f4eb..f15a663 100755 --- a/bibliography.bib +++ b/bibliography.bib @@ -11,8 +11,8 @@ @article{XXX Year = {}, Doi = {}, Url = {https://doi.org/}, - Date-added = {2026-04-17}, - Date-modified = {2026-04-17} + Date-added = {2026-04-16}, + Date-modified = {2026-04-16} } % added by SLD @techreport{G-2026-XX, @@ -23,8 +23,8 @@ @techreport{G-2026-XX Year = {2026}, Arxivurl = {http://arxiv.org/XXX}, Url = {http://www.optimization-online.org/XXX}, - Date-added = {2026-04-17}, - Date-modified = {2026-04-17} + Date-added = {2026-04-16}, + Date-modified = {2026-04-16} } % added by SLD %-------- DFO-related books below -------% @@ -78,102 +78,619 @@ @book{Clarke_1990 Date-modified = {2026-04-09} } +@book{Dempe2002, + Author = {S. Dempe}, + Title = {{Foundations of bilevel programming}}, + Publisher = {Springer}, + Year = {2002}, + Doi = {10.1007/b101970}, + Url = {https://doi.org/10.1007/b101970}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-23} +} + +@book{du1995minimax, + Author = {D.Z. Du and P.M. Pardalos}, + Title = {{Minimax and applications}}, + Publisher = {Springer Science \& Business Media}, + Year = {1995}, + Doi = {10.1007/978-1-4613-3557-3}, + Url = {https://doi.org/10.1007/978-1-4613-3557-3}, + Date-added = {2026-04-16}, + Date-modified = {2026-04-23} +} % Minimax Book + %-----------------------------% -@article{HeFu06, - Author = {A.-R. Hedar and M. Fukushima}, - Title = {{Derivative-free filter simulated annealing method for constrained continuous global optimization}}, - Journal = {Journal of Global Optimization}, - Volume = {35}, - Number = {4}, - Pages = {521--549}, - Year = {2006}, - Doi = {10.1007/s10898-005-3693-z}, - Url = {https://doi.org/10.1007/s10898-005-3693-z}, +@article{VoSPeScHu1953, + Author = {H. {Von~Stackelberg} and A.T. Peacock and E. Schneider and T.W. Hutchison}, + Title = {{The theory of the market economy.}}, + Journal = {Economica}, + Volume = {20}, + Number = {80}, + Pages = {384}, + Year = {1953}, + Doi = {10.2307/2550609}, + Url = {https://doi.org/10.2307/2550609}, + Date-added = {2026-04-29}, + Date-modified = {2026-04-29} +}% added by V. Dijon + +@article{CoMaSa2005, + Author = {B. Colson and P. Marcotte and G. Savard}, + Title = {{A trust-region method for nonlinear bilevel programming: algorithm and computational experience}}, + Journal = {Computational Optimization and Applications}, + Volume = {30}, + Number = {3}, + Pages = {211--227}, + Year = {2005}, + Doi = {10.1007/s10589-005-4612-4}, + Url = {https://doi.org/10.1007/s10589-005-4612-4}, + Date-added = {2026-04-29}, + Date-modified = {2026-04-29} +}% added by V. Dijon + +@article{Dempe1992, + Author = {S. Dempe}, + Title = {{A necessary and a sufficient optimality condition for bilevel programming problems}}, + Journal = {Optimization}, + Volume = {25}, + Number = {4}, + Pages = {341--354}, + Year = {1992}, + Doi = {10.1080/02331939208843831}, + Url = {https://doi.org/10.1080/02331939208843831}, + Date-added = {2026-04-29}, + Date-modified = {2026-04-29} +}% added by V. Dijon + +@article{Outrata1990, + Author = {J.V. Outrata}, + Title = {{On the numerical solution of a class of Stackelberg problems}}, + Journal = {Zeitschrift f{\"u}r Operations Research}, + Volume = {34}, + Number = {4}, + Pages = {255--277}, + Year = {1990}, + Doi = {10.1007/BF01416737}, + Url = {https://doi.org/10.1007/BF01416737}, + Date-added = {2026-04-29}, + Date-modified = {2026-04-29} +}% added by V. Dijon + +@article{Bard1983, + Author = {J.F. Bard}, + Title = {{An algorithm for solving the general bilevel programming problem}}, + Journal = {Mathematics of Operations research}, + Volume = {8}, + Number = {2}, + Pages = {260--272}, + Year = {1983}, + Doi = {10.1287/moor.8.2.260}, + Url = {https://doi.org/10.1287/moor.8.2.260}, + Date-added = {2026-04-29}, + Date-modified = {2026-04-29} +}% added by V. Dijon + +@article{KlLaLjSc2021, + Author = {T. Kleinert and M. Labb{\'e} and I. Ljubi{\'c} and M. Schmidt}, + Title = {{A survey on mixed-integer programming techniques in bilevel optimization}}, + Journal = {EURO Journal on Computational Optimization}, + Volume = {9}, + Pages = {100007}, + Year = {2021}, + Doi = {10.1016/j.ejco.2021.100007}, + Url = {https://doi.org/10.1016/j.ejco.2021.100007}, + Date-added = {2026-04-29}, + Date-modified = {2026-04-29} +}% added by V. Dijon + +@techreport{Liu2024, + Author = {Z. Liu and Y. Wang and S. Vaidya and F. Ruehle and J. Halverson and M. Solja{\v{c}}i{\'c} and T.Y. Hou and M. Tegmark}, + Title = {{Kan: Kolmogorov-arnold networks}}, + Institution = {arXiv}, + Year = {2024}, + Arxivurl = {https://doi.org/10.48550/arXiv.2404.19756}, + Url = {https://doi.org/10.48550/arXiv.2404.19756}, + Date-added = {2026-04-28}, + Date-modified = {2026-04-28} +}% added by V. Dijon + +@article{colson_overview_2007, + Author = {B. Colson and P. Marcotte and G. Savard}, + Title = {{An overview of bilevel optimization}}, + Journal = {Annals of Operations Research}, + Volume = {153}, + Number = {1}, + Pages = {235--256}, + Year = {2007}, + Doi = {10.1007/s10479-007-0176-2}, + Url = {https://doi.org/10.1007/s10479-007-0176-2}, + Date-added = {2026-04-28}, + Date-modified = {2026-04-28} +}% added by V. Dijon + +@article{SiLuDeMa2020, + Author = {A. Sinha and Z. Lu and K. Deb and P. Malo}, + Title = {{Bilevel optimization based on iterative approximation of multiple mappings}}, + Journal = {Journal of Heuristics}, + Volume = {26}, + Number = {2}, + Pages = {151--185}, + Year = {2020}, + Doi = {10.1007/s10732-019-09426-9}, + Url = {https://doi.org/10.1007/s10732-019-09426-9}, + Date-added = {2026-04-28}, + Date-modified = {2026-04-28} +}% added by V. Dijon + +@article{LiNo2026, + Author = {D.C. Liu and J. Nocedal}, + Title = {{On the limited memory BFGS method for large scale optimization}}, + Journal = {Mathematical programming}, + Volume = {45}, + Number = {1}, + Pages = {503--528}, + Year = {1989}, + Doi = {10.1007/BF01589116}, + Url = {https://doi.org/10.1007/BF01589116}, + Date-added = {2026-04-28}, + Date-modified = {2026-04-28} +}% added by V. Dijon + +@article{DaSu2010, + Author = {S. Das and P.N. Suganthan}, + Title = {{Differential evolution: A survey of the state-of-the-art}}, + Journal = {IEEE transactions on evolutionary computation}, + Volume = {15}, + Number = {1}, + Pages = {4--31}, + Year = {2010}, + Doi = {10.1109/TEVC.2010.2059031}, + Url = {https://doi.org/10.1109/TEVC.2010.2059031}, + Date-added = {2026-04-28}, + Date-modified = {2026-04-28} +}% added by V. Dijon + +@article{BeTe2009a, + Author = {A. Beck and M. Teboulle}, + Title = {{A fast iterative shrinkage-thresholding algorithm for linear inverse problems}}, + Journal = {SIAM journal on imaging sciences}, + Volume = {2}, + Number = {1}, + Pages = {183--202}, + Year = {2009}, + Doi = {10.1137/080716542}, + Url = {https://doi.org/10.1137/080716542}, + Date-added = {2026-04-28}, + Date-modified = {2026-04-28} +}% added by V. Dijon + +@article{EgYi2004, + Author = {K. Eggleston and W. Yip}, + Title = {{Hospital competition under regulated prices: application to urban health sector reforms in China}}, + Journal = {International Journal of health care finance and economics}, + Volume = {4}, + Number = {4}, + Pages = {343--368}, + Year = {2004}, + Doi = {10.1023/B:IHFE.0000043762.33274.4f}, + Url = {https://doi.org/10.1023/B:IHFE.0000043762.33274.4f}, + Date-added = {2026-04-28}, + Date-modified = {2026-04-28} +}% added by V. Dijon + +@techreport{UpMoHa2025, + Author = {A. Upadhyay and S.B. Moon and A. Hashemi}, + Title = {{Optimization via first-order switching methods: Skew-symmetric dynamics and optimistic discretization}}, + Institution = {arXiv}, + Year = {2025}, + Arxivurl = {https://doi.org/10.48550/arXiv.2505.09146}, + Url = {https://doi.org/10.48550/arXiv.2505.09146}, + Date-added = {2026-04-28}, + Date-modified = {2026-04-28} +}% added by V. Dijon + +@article{HaJaSa91, + Author = {P. Hansen and B. Jaumard and G. Savard}, + Title = {{New Branch-and-Bound Rules for Linear Bilevel Programming}}, + Journal = {SIAM Journal on Scientific and Statistical Computing}, + Volume = {13}, + Number = {5}, + Pages = {1194--1217}, + Year = {1992}, + Doi = {10.1137/0913069}, + Url = {https://doi.org/10.1137/0913069}, + Date-added = {2026-04-23}, + Date-modified = {2026-04-23} +} % added by V. Dijon + +@article{Sinha2014, + Author = {A. Sinha and P. Malo and K. Deb}, + Title = {{Test problem construction for single-objective bilevel optimization}}, + Journal = {Evolutionary computation}, + Volume = {22}, + Number = {3}, + Pages = {439--477}, + Year = {2014}, + Doi = {10.1162/EVCO_a_00116}, + Url = {http://doi.org/10.1162/EVCO_a_00116}, + Date-added = {2026-04-19}, + Date-modified = {2026-04-19} +} % added by V. Dijon + +@article{Zhou2021, + Author = {S. Zhou and A.B. Zemkoho and A. Tin}, + Title = {{{BOLIB}: bilevel optimization {LIB}rary of test problems}}, + Journal = {Bilevel Optimization: Advances and Next Challenges}, + Volume = {161}, + Pages = {563--580}, + Year = {2020}, + Doi = {10.1007/978-3-030-52119-6_19}, + Url = {https://doi.org/10.1007/978-3-030-52119-6_19}, + Date-added = {2026-04-19}, + Date-nodified = {2026-04-19} +} % added by V. Dijon + +@article{Mitsos2008, + Author = {A. Mitsos and P. Lemonidis and P.I. Barton}, + Title = {{Global solution of bilevel programs with a nonconvex inner program}}, + Journal = {Journal of Global Optimization}, + Volume = {42}, + Number = {4}, + Pages = {475--513}, + Year = {2008}, + Doi = {10.1007/s10898-007-9260-z}, + Url = {https://doi.org/10.1007/s10898-007-9260-z}, + Date-added = {2026-04-19}, + Date-modified = {2026-04-28} +} % added by V. Dijon + +@article{Xia2018, + Author ={Y. Xia and X. Liu and G. Du}, + Title = {{Solving bi-level optimization problems in engineering design using kriging models}}, + Journal = {Engineering Optimization}, + Volume = {50}, + Number = {5}, + Pages = {856--876}, + Year = {2018}, + Doi = {10.1080/0305215X.2017.1358711}, + Url = {https://doi.org/10.1080/0305215X.2017.1358711}, + Date-added = {2026-04-19}, + Date-modified = {2026-04-28} +} % added by V. Dijon + +@article{Wang2016, + Author = {Z. Wang and F. Hutter and M. Zoghi and D. Matheson and N. {De~Feitas}}, + Title = {{Bayesian optimization in a billion dimensions via random embeddings}}, + Journal = {Journal of Artificial Intelligence Research}, + Volume = {55}, + Pages = {361--387}, + Year = {2016}, + Doi = {10.1613/jair.4806}, + Url = {https://doi.org/10.1613/jair.4806}, + Date-added = {2026-04-19}, + Date-modified = {2026-04-28} +} % added by V. Dijon + +@techreport{Cesaroni2026, + Author = {E. Cesaroni and G. Liuzzi and S. Lucidi}, + Title = {{Derivative-Free Bilevel Optimization with Inexact Lower-Level Solutions}}, + Institution = {arXiv}, + Number = {2603.20759}, + Year = {2026}, + Arxivurl = {https://doi.org/10.48550/arXiv.2603.20759}, + Url = {https://doi.org/10.48550/arXiv.2603.20759}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-28} +} % added by V. Dijon + +@inproceedings{Islam2018, + Author = {M.M. Islam and H.K. Singh and T. Ray}, + Booktitle = {2018 IEEE congress on evolutionary computation (CEC)}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-17}, + Doi = {10.1109/CEC.2018.8477714}, + Publisher = {IEEE}, + Title = {{Efficient global optimization for solving computationally expensive bilevel optimization problems}}, + Url = {https://doi.org/10.1109/CEC.2018.8477714}, + Pages = {1--8}, + Year = {2018} +} % added by V. Dijon + +@article{Islam2017, + Author = {M.M. Islam and H.K. Singh and T. Ray}, + Title = {{A surrogate assisted approach for single-objective bilevel optimization}}, + Journal = {IEEE Transactions on Evolutionary Computation}, + Volume = {21}, + Number = {5}, + Pages = {681--696}, + Year = {2017}, + Doi = {10.1109/TEVC.2017.2670659}, + Url = {htps://doi.org/10.1109/TEVC.2017.2670659}, + Date-added = {2026-04-17}, Date-modified = {2026-04-17} -} +} % added by V. Dijon -@article{DOLLON2025112610, - Author = {Q. Dollon and E. Ghorbani and F.P. Gosselin}, - Title = {{Bayesian input-state-parameter inference of hydrodynamic bearings: From partial displacement measurements to force reconstruction}}, - Journal = {Mechanical Systems and Signal Processing}, - Volume = {230}, - Pages = {112610}, - Year = {2025}, - Doi = {10.1016/j.ymssp.2025.112610}, - Url = {https://doi.org/10.1016/j.ymssp.2025.112610}, +@inproceedings{MaHu2025, + Author = {Z. Ma and Z. Huang and J. Chen and Z. Cao and Y.J. Gong}, + Booktitle = {{Proceedings of the Genetic and Evolutionary Computation Conference}}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-17}, + Doi = {10.1145/3712256.3726316}, + Publisher = {Association for Computing Machinery}, + Title = {{Surrogate learning in meta-black-box optimization: A preliminary study}}, + Url = {https://doi.org/10.1145/3712256.3726316}, + Pages = {1137--1145}, + Year = {2025} +} % added by V. Dijon + +@article{Jiang2023, + Author = {H. Jiang and K. Chou and Y. Tian and X. Zhang and Y. Jin}, + Title = {{Efficient surrogate modeling method for evolutionary algorithm to solve bilevel optimization problems}}, + Journal = {IEEE transactions on cybernetics}, + Volume = {54}, + Number = {7}, + Pages = {4335--4347}, + Year = {2023}, + Doi = {10.1109/TCYB.2023.3309598}, + Url = {https://doi.org/10.1109/TCYB.2023.3309598}, Date-added = {2026-04-17}, Date-modified = {2026-04-17} -} - -@article{Fahed2025, - Author = {M. Fahed and A. Favrel and M. Gagnon and S. Alarie and M. Kokkolaras}, - Title = {{Hydropower unit digital twin calibration using monitoring data and blackbox optimization}}, - Journal = {IOP Conference Series: Earth and Environmental Science}, - Year = {2025}, - Volume = {1561}, - Number = {1}, - Pages = {012018}, - Doi = {10.1088/1755-1315/1561/1/012018}, - Url = {https://doi.org/10.1088/1755-1315/1561/1/012018}, +} % added by V. Dijon + +@inproceedings{Sinha2018, + Author = {A. Sinha and S. Bedi and K. Deb}, + Booktitle = {{2018 IEEE congress on evolutionary computation (CEC)}}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-17}, + Doi = {10.1109/CEC.2018.8477763}, + Publisher = {IEEE}, + Title = {{Bilevel optimization based on kriging approximations of lower level optimal value function}}, + Url = {https://doi.org/10.1109/CEC.2018.8477763}, + Pages = {1--8}, + Year = {2018} +} % added by V. Dijon + +@article{SiSh2021, + Author = {A. Sinha and V. Shaikh}, + Title = {{Solving bilevel optimization problems using kriging approximations}}, + Journal = {IEEE Transactions on Cybernetics}, + Volume = {52}, + Number = {10}, + Pages = {10639--10654}, + Year = {2021}, + Doi = {10.1109/TCYB.2021.3061551}, + Url = {https://doi.org/10.1109/TCYB.2021.3061551}, + Date-added = {2026-04-17}, + date-modified = {2026-04-17} +} % added by V. Dijon + +@inproceedings{Man2025, + Author = {T. Man and X. Li and Z. Liu and H. Zhang and B. Gu and Y. Chang}, + Booktitle = {{Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V. 1}}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-17}, + Doi = {10.1145/3690624.3709265}, + Publisher = {Association for Computing Machinery}, + Title = {{Enhancing Black-Box Adversarial Attacks on Discrete Sequential Data via Bilevel Bayesian Optimization in Hybrid Spaces}}, + Url = {https://doi.org/10.1145/3690624.3709265}, + Pages = {1032--1043}, + Year = {2025} +} % added by V. Dijon + +@techreport{Chew2025, + Author = {R.W.T. Chew and Q.P. Nguyen and B.K.H. Low}, + Title = {{BILBO: BILevel Bayesian Optimization}}, + Institution = {arXiv}, + Number = {2502.02121}, + Year = {2025}, + Arxivurl = {https://doi.org/10.48550/arXiv.2502.02121}, + Url = {https://doi.org/10.48550/arXiv.2502.02121}, + Date-Added = {2026-04-17}, + Date-Modified = {2026-04-17} +} % added by V. Dijon + +@article{AgGh2025, + Author = {A. Aghasi and S. Ghadimi}, + Title = {{Fully zeroth-order bilevel programming via Gaussian smoothing}}, + Journal = {Journal of Optimization Theory and Applications}, + Volume = {205}, + Number = {31}, + Year = {2025}, + Doi = {10.1007/s10957-025-02647-y}, + Url = {https://doi.org/10.1007/s10957-025-02647-y}, Date-added = {2026-04-17}, Date-modified = {2026-04-17} -} - -@article{MAI2026124088, - Author = {V. Mai and Q.H. Pham and A. Favrel and J.-P. Gauthier and M. Gagnon}, - Title = {{Active learning-based optimization of hydroelectric turbine startup to minimize fatigue damage}}, - Journal = {Renewable Energy}, - Volume = {256}, - Pages = {124088}, - Year = {2026}, - Doi = {10.1016/j.renene.2025.124088}, - Url = {https://doi.org/10.1016/j.renene.2025.124088}, +} % added by V. Dijon + +@techreport{Maheshwari2023, + Author = {C. Maheshwari and S.S. Sasty and L. Ratliff and E. Mazumdar}, + Title = {{Convergent first-order methods for bi-level optimization and stackelberg games}}, + Institution = {arXiv}, + Number = {2302.01421}, + Year = {2023}, + Arxivurl = {https://doi.org/10.48550/arXiv.2302.01421}, + Url = {https://doi.org/10.48550/arXiv.2302.01421}, + Date-Added = {2026-04-17}, + Date-Modified = {2026-04-17} +} % added by V. Dijon + +@inproceedings{Kieffer2017, + Author = {E. Kieffer and G. Danoy and P. Bouvry and A. Nagih}, + Booktitle = {{Proceedings of the genetic and evolutionary computation conference companion}}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-17}, + Doi = {10.1145/3067695.3082537}, + Publisher = {Association for Computing Machinery}, + Title = {{Bayesian optimization approach of general bi-level problems}}, + Url = {https://doi.org/10.1145/3067695.3082537}, + Pages = {1614--1621}, + Year = {2017} +} % added by V. Dijon + +@article{ZhLi2014, + Author = {D. Zhang and G.H. Lin}, + Title = {{Bilevel direct search method for leader–follower problems and application in health insurance}}, + Journal = {Computers and Operations Research}, + Volume = {41}, + Pages = {359-373}, + Year = {2014}, + Doi = {10.1016/j.cor.2012.12.005}, + Url = {https://doi.org/10.1016/j.cor.2012.12.005}, Date-added = {2026-04-17}, Date-modified = {2026-04-17} -} +} % added by V. Dijon0 + +@article{Nguyen2019, + Author = {V.Q. Nguyen and R.T. Johnson and F.C. Sup and B.R. Umberger}, + Title = {{Bilevel optimization for cost function determination in dynamic simulation of human gait}}, + Journal = {IEEE Transactions on Neural Systems and Rehabilitation Engineering}, + Volume = {27}, + Number = {7}, + Pages = {1426--1435}, + Year = {2019}, + Doi = {10.1109/TNSRE.2019.2922942}, + Url = {https://doi.org/10.1109/TNSRE.2019.2922942}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-17} +} % added by V. Dijon -@article{GrRoViZh2019, - Author = {S. Gratton and C.W. Royer and L.N. Vicente and Z. Zhang}, - Title = {{Direct search based on probabilistic feasible descent for bound and linearly constrained problems}}, +@inproceedings{DoPr2022, + Author = {V. Dogan and S. Prestwich}, + Booktitle = {{Irish Conference on Artificial Intelligence and Cognitive Science}}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-17}, + Doi = {10.1007/978-3-031-26438-2_32}, + Publisher = {Cham: Springer}, + Title = {{Bayesian optimization with multi-objective acquisition function for bilevel problems}}, + Url = {https://doi.org/10.1007/978-3-031-26438-2_32}, + Volume = {1662}, + Year = {2022} +} % added by V. Dijon + +@inproceedings{DoPr2023, + Author = {V. Dogan and S. Prestwich}, + Booktitle = {{International Conference on Machine Learning, Optimization, and Data Science}}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-17}, + Doi = {10.1007/978-3-031-53969-5_19}, + Publisher = {Cham: Springer}, + Title = {{Bilevel optimization by conditional Bayesian optimization}}, + Url = {https://doi.org/10.1007/978-3-031-53969-5_19}, + Volume = {14505}, + Year = {2023} +} % added by V. Dijon + +@article{Staudigl2025, + Author = {M. Staudigl and S. Weissmann and T. {Van~Leeuwen}}, + Title = {{Derivative-free stochastic bilevel optimization for inverse problems}}, Journal = {Computational Optimization and Applications}, - Volume = {72}, + Volume = {93}, Number = {3}, - Year = {2019}, - Pages = {525--559}, - Doi = {10.1007/s10589-019-00062-4}, - Url = {https://doi.org/10.1007/s10589-019-00062-4}, - Date-added = {2023-01-09}, + Pages = {967--1021}, + Year = {2025}, + Doi = {10.1007/s10589-025-00745-1}, + Url = {https://doi.org/10.1007/s10589-025-00745-1}, + Date-added = {2026-04-17}, Date-modified = {2026-04-17} -} % added by MGD +} % added by V. Dijon -@article{Roberts2025, - Author = {L. Roberts}, - Title = {{Model construction for convex-constrained derivative-free optimization}}, - Journal = {SIAM Journal on Optimization}, - Volume = {35}, - Number = {2}, - Pages = {622--650}, - Year = {2025}, - Doi = {10.1137/24M1649113}, - Url = {https://doi.org/10.1137/24M1649113}, +@article{EhRo2021, + Author = {M.J. Ehrhardt and L. Roberts}, + Title = {Inexact derivative-free optimization for bilevel learning}, + Journal = {Journal of mathematical imaging and vision}, + Volume = {63}, + Number = {5}, + Pages = {580--600}, + Year = {2021}, + Doi = {10.1007/s10851-021-01020-8}, + Url = {https://doi.org/10.1007/s10851-021-01020-8}, + Date-added = {2026/04/17}, + Date-modified = {2026/04/17} +} % added by V. Dijon + +@article{CoVi2012, + Author = {A.R. Conn and L.N. Vicente}, + Title = {{Bilevel derivative-free optimization and its application to robust optimization}}, + Journal = {Optimization Methods and Software}, + Volume = {27}, + Number = {3}, + Pages = {561--577}, + Year = {2012}, + Doi = {10.1080/10556788.2010.547579}, + Url = {https://doi.org/10.1080/10556788.2010.547579}, Date-added = {2026-04-17}, Date-modified = {2026-04-17} -} +} % added by V. Dijon -@article{AuBoBo2025, - Author = {C. Audet and P.Y. Bouchet and L. Bourdin}, - Title = {{Convergence towards a local minimum by direct search methods with a covering step}}, - Journal = {Optimization Letters}, - Volume = {19}, - Number = {1}, - Pages = {211--231}, - Year = {2025}, - Doi = {10.1007/s11590-024-02165-2}, - Url = {https://doi.org/10.1007/s11590-024-02165-2}, +@article{MeDe2011, + Author = {A.G. Mersha and S. Dempe}, + Title = {{Direct search algorithm for bilevel programming problems}}, + Journal = {Computational Optimization and Applications}, + Volume = {49}, + Number = {1}, + Pages = {1--15}, + Year = {2011}, + Doi = {10.1007/s10589-009-9295-9}, + Url = {https://doi.org/10.1007/s10589-009-9295-9}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-17} +} % added by V. Dijon + +@techreport{Ekmekcioglu2024, + Author = {O. Ekmekcioglu and N. Aydin and J. Branke}, + Title = {{Bayesian Optimization of Bilevel Problems}}, + Institution = {arXiv}, + Number = {2412.18518}, + Year = {2024}, + Arxivurl = {https://doi.org/10.48550/arXiv.2412.18518}, + Url = {https://doi.org/10.48550/arXiv.2412.18518}, + Date-Added = {2026-04-17}, + Date-Modified = {2026-04-17} +} % added by V. Dijon + +@article{Heitsch2022, + Author = {H. Heitsch and R. Henrion and T. Kleinert and M. Schmidt}, + Title = {{On convex lower-level black-box constraints in bilevel optimization with an application to gas market models with chance constraints}}, + Journal = {Journal of Global Optimization}, + Volume = {84}, + Number = {3}, + Pages = {651--685}, + Year = {2022}, + Doi = {10.1007/s10898-022-01161-z}, + Url = {https://doi.org/10.1007/s10898-022-01161-z}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-17} +} % added by V. Dijon + +@article{Fliege2021, + Author = {J. Fliege and A. Tin and A.B. Zemkoho}, + Title = {{{G}auss–{N}ewton-type methods for bilevel optimization}}, + Journal = {Computational Optimization and Applications}, + Volume = {78}, + Number = {3}, + Pages = {793--824}, + Year = {2021}, + Doi = {10.1007/s10589-020-00254-3}, + Url = {https://doi.org/10.1007/s10589-020-00254-3}, + Date-added = {2026-04-17}, + Date-modified = {2026-04-17} +} % added by V. Dijon + +@article{ZeZh2021, + Author = {A.B. Zemkoho and S. Zhou}, + Title = {{Theoretical and numerical comparison of the {Karush}–{Kuhn}–{Tucker} and value function reformulations in bilevel optimization}}, + Journal = {Computational Optimization and Applications}, + Volume = {78}, + Number = {2}, + Pages = {625--674}, + Year = {2021}, + Doi = {10.1007/s10589-020-00250-7}, + Url = {https://doi.org/10.1007/s10589-020-00250-7}, Date-added = {2026-04-16}, Date-modified = {2026-04-16} -} +} % added by V. Dijon @article{cornaz25, Author = {D. Cornaz and S. Kerleau and C.W. Royer}, @@ -6334,6 +6851,20 @@ @article{Zhang2003OnNS year = {2003} } % added by MGD +@article{GrRoViZh2019, + author = {S. Gratton and C.W. Royer and L.N. Vicente and Z. Zhang}, + date-added = {2023-01-09}, + date-modified = {2023-01-09}, + doi = {10.1007/s10589-019-00062-4}, + journal = {Computational Optimization and Applications}, + number = {3}, + pages = {525--559}, + title = {{Direct search based on probabilistic feasible descent for bound and linearly constrained problems}}, + url = {https://doi.org/10.1007/s10589-019-00062-4}, + volume = {72}, + year = {2019} +} % added by MGD + @article{CrRi2021, author = {A. Cristofari and F. Rinaldi}, date-added = {2023-01-09}, @@ -19974,6 +20505,18 @@ @inbook{LeTr2013 year = {2013} } +@inbook{AuDeLe08, + author = {C. Audet and J.E. {Dennis, Jr.} and S. {Le~Digabel}}, + date-modified = {2014-12-03}, + number = {2}, + pages = {3}, + series = {The GERAD newsletters (Eleven articles published in leading Journals)}, + title = {{Parallel Space Decomposition of the Mesh Adaptive Direct Search algorithm}}, + url = {https://www.gerad.ca/Sebastien.Le.Digabel/Publications/bulletin_gerad_2009-01-22.pdf}, + volume = {5}, + year = {2008} +} % DO NOT CITE FOR THE PSD-MADS PAPER; USE AuDeLe07 INSTEAD. + @article{GoTo2010, author = {{N.I.M.} Gould and {Ph.}L. Toint}, date-added = {2014-04-25}, @@ -21907,18 +22450,6 @@ @article{AuDeLe07 year = {2008} } % PSD-MADS -@inbook{AuDeLe08, - Author = {C. Audet and J.E. {Dennis, Jr.} and S. {Le~Digabel}}, - Title = {{Parallel Space Decomposition of the Mesh Adaptive Direct Search algorithm}}, - Series = {The GERAD newsletters (Eleven articles published in leading Journals)}, - Volume = {5}, - Number = {2}, - Pages = {3}, - Year = {2008}, - Note = {\url{https://www.gerad.ca/Sebastien.Le.Digabel/Publications/bulletin_gerad_2009-01-22.pdf}}, - Date-modified = {2026-04-17}, -} % DO NOT CITE FOR THE PSD-MADS PAPER; USE AuDeLe07 INSTEAD. - @article{MiFl2009, author = {R. Misener and C.A. Floudas}, date-modified = {2017-06-02}, @@ -23297,6 +23828,19 @@ @article{FrRe99 year = {1999} } +@article{HeFu06, + author = {A.-R. Hedar and M. Fukushima}, + doi = {10.1007/s10898-005-3693-z}, + journal = {Journal of Global Optimization}, + number = {4}, + pages = {521--549}, + title = {Derivative-free filter simulated annealing method + for constrained continuous global optimization}, + url = {https://doi.org/10.1007/s10898-005-3693-z}, + volume = {35}, + year = {2006} +} + @article{Ko05, address = {Philadelphia, PA, USA}, author = {T.G. Kolda}, @@ -35867,3 +36411,4 @@ @Home all-sky % Author = {Aasi, J. and Abadie, J. and Abbott, B. P. and Abbott, R. and Abbott, T. D. and Abernathy, M. and Accadia, T. and Acernese, F. and Adams, C. and Adams, T. and Addesso, P. and Adhikari, R. and Affeldt, C. and Agathos, M. and Agatsuma, K. and Ajith, P. and Allen, B. and Allocca, A. and Amador Ceron, E. and Amariutei, D. and Anderson, S. B. and Anderson, W. G. and Arai, K. and Araya, M. C. and Ast, S. and Aston, S. M. and Astone, P. and Atkinson, D. and Aufmuth, P. and Aulbert, C. and Aylott, B. E. and Babak, S. and Baker, P. and Ballardin, G. and Ballmer, S. and Bao, Y. and Barayoga, J. C. B. and Barker, D. and Barone, F. and Barr, B. and Barsotti, L. and Barsuglia, M. and Barton, M. A. and Bartos, I. and Bassiri, R. and Bastarrika, M. and Basti, A. and Batch, J. and Bauchrowitz, J. and Bauer, Th. S. and Bebronne, M. and Beck, D. and Behnke, B. and Bejger, M. and Beker, M. G. and Bell, A. S. and Bell, C. and Belopolski, I. and Benacquista, M. and Berliner, J. M. and Bertolini, A. and Betzwieser, J. and Beveridge, N. and Beyersdorf, P. T. and Bhadbade, T. and Bilenko, I. A. and Billingsley, G. and Birch, J. and Biswas, R. and Bitossi, M. and Bizouard, M. A. and Black, E. and Blackburn, J. K. and Blackburn, L. and Blair, D. and Bland, B. and Blom, M. and Bock, O. and Bodiya, T. P. and Bogan, C. and Bond, C. and Bondarescu, R. and Bondu, F. and Bonelli, L. and Bonnand, R. and Bork, R. and Born, M. and Boschi, V. and Bose, S. and Bosi, L. and Bouhou, B. and Braccini, S. and Bradaschia, C. and Brady, P. R. and Braginsky, V. B. and Branchesi, M. and Brau, J. E. and Breyer, J. and Briant, T. and Bridges, D. O. and Brillet, A. and Brinkmann, M. and Brisson, V. and Britzger, M. and Brooks, A. F. and Brown, D. A. and Bulik, T. and Bulten, H. J. and Buonanno, A. and Burguet-Castell, J. and Buskulic, D. and Buy, C. and Byer, R. L. and Cadonati, L. and Cagnoli, G. and Cagnoli, G. and Calloni, E. and Camp, J. B. and Campsie, P. and Cannon, K. and Canuel, B. and Cao, J. and Capano, C. D. and Carbognani, F. and Carbone, L. and Caride, S. and Caudill, S. and Cavagli\`a, M. and Cavalier, F. and Cavalieri, R. and Cella, G. and Cepeda, C. and Cesarini, E. and Chalermsongsak, T. and Charlton, P. and Chassande-Mottin, E. and Chen, W. and Chen, X. and Chen, Y. and Chincarini, A. and Chiummo, A. and Cho, H. S. and Chow, J. and Christensen, N. and Chua, S. S. Y. and Chung, C. T. Y. and Chung, S. and Ciani, G. and Clara, F. and Clark, D. E. and Clark, J. A. and Clayton, J. H. and Cleva, F. and Coccia, E. and Cohadon, P.-F. and Colacino, C. N. and Colla, A. and Colombini, M. and Conte, A. and Conte, R. and Cook, D. and Corbitt, T. R. and Cordier, M. and Cornish, N. and Corsi, A. and Costa, C. A. and Coughlin, M. and Coulon, J.-P. and Couvares, P. and Coward, D. M. and Cowart, M. and Coyne, D. C. and Creighton, J. D. E. and Creighton, T. D. and Cruise, A. M. and Cumming, A. and Cunningham, L. and Cuoco, E. and Cutler, R. M. and Dahl, K. and Damjanic, M. and Danilishin, S. L. and D'Antonio, S. and Danzmann, K. and Dattilo, V. and Daudert, B. and Daveloza, H. and Davier, M. and Daw, E. J. and Day, R. and Dayanga, T. and De Rosa, R. and DeBra, D. and Debreczeni, G. and Degallaix, J. and Del Pozzo, W. and Dent, T. and Dergachev, V. and DeRosa, R. and Dhurandhar, S. and Di Fiore, L. and Di Lieto, A. and Di Palma, I. and Di Paolo Emilio, M. and Di Virgilio, A. and D\'\iaz, M. and Dietz, A. and Dietz, A. and Donovan, F. and Dooley, K. L. and Doravari, S. and Dorsher, S. and Drago, M. and Drever, R. W. P. and Driggers, J. C. and Du, Z. and Dumas, J.-C. and Dwyer, S. and Eberle, T. and Edgar, M. and Edwards, M. and Effler, A. and Ehrens, P. and Endr\ifmmode \mbox{\H{o}}\else \H{o}\fi{}czi, G. and Engel, R. and Etzel, T. and Evans, K. and Evans, M. and Evans, T. and Factourovich, M. and Fafone, V. and Fairhurst, S. and Farr, B. F. and Favata, M. and Fazi, D. and Fehrmann, H. and Feldbaum, D. and Ferrante, I. and Ferrini, F. and Fidecaro, F. and Finn, L. S. and Fiori, I. and Fisher, R. P. and Flaminio, R. and Foley, S. and Forsi, E. and Fotopoulos, N. and Fournier, J.-D. and Franc, J. and Franco, S. and Frasca, S. and Frasconi, F. and Frede, M. and Frei, M. A. and Frei, Z. and Freise, A. and Frey, R. and Fricke, T. T. and Friedrich, D. and Fritschel, P. and Frolov, V. V. and Fujimoto, M.-K. and Fulda, P. J. and Fyffe, M. and Gair, J. and Galimberti, M. and Gammaitoni, L. and Garcia, J. and Garufi, F. and G\'asp\'ar, M. E. and Gelencser, G. and Gemme, G. and Genin, E. and Gennai, A. and Gergely, L. \'A. and Ghosh, S. and Giaime, J. A. and Giampanis, S. and Giardina, K. D. and Giazotto, A. and Gil-Casanova, S. and Gill, C. and Gleason, J. and Goetz, E. and Gonz\'alez, G. and Gorodetsky, M. L. and Go\ss{}ler, S. and Gouaty, R. and Graef, C. and Graff, P. B. and Granata, M. and Grant, A. and Gray, C. and Greenhalgh, R. J. S. and Gretarsson, A. M. and Griffo, C. and Grote, H. and Grover, K. and Grunewald, S. and Guidi, G. M. and Guido, C. and Gupta, R. and Gustafson, E. K. and Gustafson, R. and Hallam, J. M. and Hammer, D. and Hammond, G. and Hanks, J. and Hanna, C. and Hanson, J. and Harms, J. and Harry, G. M. and Harry, I. W. and Harstad, E. D. and Hartman, M. T. and Haughian, K. and Hayama, K. and Hayau, J.-F. and Heefner, J. and Heidmann, A. and Heitmann, H. and Hello, P. and Hendry, M. A. and Heng, I. S. and Heptonstall, A. W. and Herrera, V. and Heurs, M. and Hewitson, M. and Hild, S. and Hoak, D. and Hodge, K. A. and Holt, K. and Holtrop, M. and Hong, T. and Hooper, S. and Hough, J. and Howell, E. J. and Hughey, B. and Husa, S. and Huttner, S. H. and Huynh-Dinh, T. and Ingram, D. R. and Inta, R. and Isogai, T. and Ivanov, A. and Izumi, K. and Jacobson, M. and James, E. and Jang, Y. J. and Jaranowski, P. and Jesse, E. and Johnson, W. W. and Jones, D. I. and Jones, R. and Jonker, R. J. G. and Ju, L. and Kalmus, P. and Kalogera, V. and Kandhasamy, S. and Kang, G. and Kanner, J. B. and Kasprzack, M. and Kasturi, R. and Katsavounidis, E. and Katzman, W. and Kaufer, H. and Kaufman, K. and Kawabe, K. and Kawamura, S. and Kawazoe, F. and Keitel, D. and Kelley, D. and Kells, W. and Keppel, D. G. and Keresztes, Z. and Khalaidovski, A. and Khalili, F. Y. and Khazanov, E. A. and Kim, B. K. and Kim, C. and Kim, H. and Kim, K. and Kim, N. and Kim, Y. M. and King, P. J. and Kinzel, D. L. and Kissel, J. S. and Klimenko, S. and Kline, J. and Kokeyama, K. and Kondrashov, V. and Koranda, S. and Korth, W. Z. and Kowalska, I. and Kozak, D. and Kringel, V. and Krishnan, B. and Kr\'olak, A. and Kuehn, G. and Kumar, P. and Kumar, R. and Kurdyumov, R. and Kwee, P. and Lam, P. K. and Landry, M. and Langley, A. and Lantz, B. and Lastzka, N. and Lawrie, C. and Lazzarini, A. and Leaci, P. and Lee, C. H. and Lee, H. K. and Lee, H. M. and Leong, J. R. and Leonor, I. and Leroy, N. and Letendre, N. and Lhuillier, V. and Li, J. and Li, T. G. F. and Lindquist, P. E. and Litvine, V. and Liu, Y. and Liu, Z. and Lockerbie, N. A. and Lodhia, D. and Logue, J. and Lorenzini, M. and Loriette, V. and Lormand, M. and Losurdo, G. and Lough, J. and Lubinski, M. and L\"uck, H. and Lundgren, A. P. and Macarthur, J. and Macdonald, E. and Machenschalk, B. and MacInnis, M. and Macleod, D. M. and Mageswaran, M. and Mailand, K. and Majorana, E. and Maksimovic, I. and Malvezzi, V. and Man, N. and Mandel, I. and Mandic, V. and Mantovani, M. and Marchesoni, F. and Marion, F. and M\'arka, S. and M\'arka, Z. and Markosyan, A. and Maros, E. and Marque, J. and Martelli, F. and Martin, I. W. and Martin, R. M. and Marx, J. N. and Mason, K. and Masserot, A. and Matichard, F. and Matone, L. and Matzner, R. A. and Mavalvala, N. and Mazzolo, G. and McCarthy, R. and McClelland, D. E. and McGuire, S. C. and McIntyre, G. and McIver, J. and Meadors, G. D. and Mehmet, M. and Meier, T. and Melatos, A. and Melissinos, A. C. and Mendell, G. and Men\'endez, D. F. and Mercer, R. A. and Meshkov, S. and Messenger, C. and Meyer, M. S. and Miao, H. and Michel, C. and Milano, L. and Miller, J. and Minenkov, Y. and Mingarelli, C. M. F. and Mitrofanov, V. P. and Mitselmakher, G. and Mittleman, R. and Moe, B. and Mohan, M. and Mohapatra, S. R. P. and Moraru, D. and Moreno, G. and Morgado, N. and Morgia, A. and Mori, T. and Morriss, S. R. and Mosca, S. and Mossavi, K. and Mours, B. and Mow-Lowry, C. M. and Mueller, C. L. and Mueller, G. and Mukherjee, S. and Mullavey, A. and M\"uller-Ebhardt, H. and Munch, J. and Murphy, D. and Murray, P. G. and Mytidis, A. and Nash, T. and Naticchioni, L. and Necula, V. and Nelson, J. and Neri, I. and Newton, G. and Nguyen, T. and Nishizawa, A. and Nitz, A. and Nocera, F. and Nolting, D. and Normandin, M. E. and Nuttall, L. and Ochsner, E. and O'Dell, J. and Oelker, E. and Ogin, G. H. and Oh, J. J. and Oh, S. H. and Oldenberg, R. G. and O'Reilly, B. and O'Shaughnessy, R. and Osthelder, C. and Ott, C. D. and Ottaway, D. 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M. and Reed, T. and Regimbau, T. and Reid, S. and Reitze, D. H. and Ricci, F. and Riesen, R. and Riles, K. and Roberts, M. and Robertson, N. A. and Robinet, F. and Robinson, C. and Robinson, E. L. and Rocchi, A. and Roddy, S. and Rodriguez, C. and Rodruck, M. and Rolland, L. and Rollins, J. G. and Romano, J. D. and Romano, R. and Romie, J. H. and Rosi\ifmmode \acute{n}\else \'{n}\fi{}ska, D. and R\"over, C. and Rowan, S. and R\"udiger, A. and Ruggi, P. and Ryan, K. and Salemi, F. and Sammut, L. and Sandberg, V. and Sankar, S. and Sannibale, V. and Santamar\'\ia, L. and Santiago-Prieto, I. and Santostasi, G. and Saracco, E. and Sathyaprakash, B. S. and Saulson, P. R. and Savage, R. L. and Schilling, R. and Schnabel, R. and Schofield, R. M. S. and Schulz, B. and Schutz, B. F. and Schwinberg, P. and Scott, J. and Scott, S. M. and Seifert, F. and Sellers, D. and Sentenac, D. and Sergeev, A. and Shaddock, D. A. and Shaltev, M. and Shapiro, B. and Shawhan, P. and Shoemaker, D. 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