| Zyed Bouzarkouna, Anne Auger, Didier Ding (2012), "Well Placement Optimization with the Covariance Matrix Adaptation Evolution Strategy and Meta-Models", Computational Geosciences. Vol. 16(1), pp. 75-92. [BibTeX] [PDF]
|
BibTeX:
@article{bouzarkouna:2012a,
author = {Zyed Bouzarkouna, Anne Auger, Didier Ding},
title = {Well Placement Optimization with the Covariance Matrix Adaptation Evolution Strategy and Meta-Models},
journal = {Computational Geosciences},
year = {2012},
volume = {16(1)},
pages = {75-92},
url = {http://www.lri.fr/~auger/paperCG.pdf}
}
|
| Auger, A. and Bader, J. and Brockhoff, D. and Zitzler, E. (2012), "Hypervolume-based Multiobjective Optimization: Theoretical Foundations and Practical Implications", Theoretical Computer Science. Vol. 425, pp. 75-103. [BibTeX] [PDF]
|
BibTeX:
@article{abbz2010a,
author = {Anne Auger and Johannes Bader and Dimo Brockhoff and Eckart Zitzler},
title = {Hypervolume-based Multiobjective Optimization: Theoretical Foundations and Practical Implications},
journal = {Theoretical Computer Science},
year = {2012},
volume = {425},
pages = {75-103},
url = {www.lri.fr/~auger/abbz2012a.pdf}
}
|
| Hansen, N. and Ros, R. and Mauny, N. and Schoenauer, M. and Auger, A. (2011), "Impacts of Invariance in Search: When CMA-ES and PSO Face Ill-Conditioned and Non-Separable Problems", Applied Soft Computing. Vol. 11, pp. 5755-5769. Elsevier. [BibTeX] [DOI] [PDF]
|
BibTeX:
@article{hansen2011a,
author = {Nikolaus Hansen and Raymond Ros and Nikolas Mauny and Marc Schoenauer and Anne Auger},
title = {Impacts of Invariance in Search: When CMA-ES and PSO Face Ill-Conditioned and Non-Separable Problems},
journal = {Applied Soft Computing},
publisher = {Elsevier},
year = {2011},
volume = {11},
pages = {5755--5769},
url = {http://hal.inria.fr/inria-00583669/en/},
doi = {http://dx.doi.org/10.1016/j.asoc.2011.03.001}
}
|
| Auger, A. and Teytaud, O. (2010), "Continuous Lunches are free plus the design of optimal optimization algorithms", Algorithmica. Vol. 57(1), pp. 121-146. [BibTeX] [PDF]
|
BibTeX:
@article{auger:2010a,
author = {Anne Auger and Olivier Teytaud},
title = {Continuous Lunches are free plus the design of optimal optimization algorithms},
journal = {Algorithmica},
year = {2010},
volume = {57},
number = {1},
pages = {121--146},
url = {http://hal.inria.fr/docs/00/36/97/88/PDF/ccflRevisedVersionAugerTeytaud.pdf}
}
|
| Furtlehner, C. and Lasgouttes, J.-M. and Auger, A. (2010), "Learning Multiple Belief Propagation Fixed Points for Real Time Inference", J. Phys. A. Vol. 389(1), pp. 149-163. [BibTeX] [PDF]
|
BibTeX:
@article{fulaau09,
author = {Furtlehner, Cyril and Lasgouttes, Jean-Marc and Auger, Anne},
title = {Learning Multiple Belief Propagation Fixed Points for Real Time Inference},
journal = {J. Phys. A},
year = {2010},
volume = {389},
number = {1},
pages = {149--163},
url = {http://hal.inria.fr/inria-00371372/en/}
}
|
| Jebalia, M. and Auger, A. and Hansen, N. (2010), "Log-linear convergence and divergence of the scale-invariant (1+1)-ES in noisy environments", Algorithmica. , pp. 1-36. Springer New York. (online first) [BibTeX] [PDF]
|
BibTeX:
@article{jah:2010a,
author = {M. Jebalia and A. Auger and N. Hansen},
title = {Log-linear convergence and divergence of the scale-invariant (1+1)-ES in noisy environments},
journal = {Algorithmica},
publisher = {Springer New York},
year = {2010},
pages = {1--36},
note = {online first},
url = {http://dx.doi.org/10.1007/s00453-010-9403-3}
}
|
| Auger, A. and Chatelain, P. and Koumoutsakos, P. (2006), "R-leaping: Accelerating the stochastic simulation algorithm by reaction leaps", J. Chem. Phys.. Vol. 125(8), pp. 84-103. [BibTeX]
|
BibTeX:
@article{auger:rleap:2006,
author = {Auger, A. and Chatelain, P. and Koumoutsakos, P.},
title = {R-leaping: Accelerating the stochastic simulation algorithm by reaction leaps},
journal = {J. Chem. Phys.},
year = {2006},
volume = {125},
number = {8},
pages = {84--103}
}
|
| Auger, A. (2005), "Convergence results for the $(1,\lambda)$-SA-ES using the theory of $\varphi$-irreducible Markov chains", Theoretical Computer Science. Vol. 334(1-3), pp. 35-69. [BibTeX] [PDF]
|
BibTeX:
@article{auge2005a,
author = {A. Auger},
title = {Convergence results for the $(1,\lambda)$-SA-ES using the theory of $\varphi$-irreducible Markov chains},
journal = {Theoretical Computer Science},
year = {2005},
volume = {334},
number = {1--3},
pages = {35--69},
url = {http://www.lri.fr/~auger/augertcs05.pdf}
}
|
| Auger, A. and Yedder, A.B.H. and Cancès, E. and Bris, C.L. and Dion, C.M. and Keller, A. and Atabek, O. (2002), "Optimal Laser Control of Molecular Systems: Methodology and Results", Mathematical Models and Methods in Applied Sciences. Vol. 12(9), pp. 1281-1315. [BibTeX]
|
BibTeX:
@article{auger:m3as2002,
author = {A. Auger and A. Ben Haj Yedder and E. Cancès and C. Le Bris and C. M. Dion and A. Keller and O. Atabek},
title = {Optimal Laser Control of Molecular Systems: Methodology and Results},
journal = {Mathematical Models and Methods in Applied Sciences},
year = {2002},
volume = {12},
number = {9},
pages = {1281--1315}
}
|
| Ben Haj-Yedder, A. and Auger, A. and Dion, C.M. and Cancès, E. and Keller, A. and Le Bris, C. and Atabek, O. (2002), "Numerical optimization of laser fields to control molecular orientation", Physical Review A., Dec, 2002. Vol. 66(6), pp. 063401. American Physical Society. [BibTeX]
|
BibTeX:
@article{benhadjyedderetal:laser:02,
author = {Ben Haj-Yedder, A. and Auger, A. and Dion, C. M. and Cancès, E. and Keller, A. and Le Bris, C. and Atabek, O.},
title = {Numerical optimization of laser fields to control molecular orientation},
journal = {Physical Review A},
publisher = {American Physical Society},
year = {2002},
volume = {66},
number = {6},
pages = {063401}
}
|
| Auger, A. and Brockhoff, D. and Hansen, N. (2011), "Mirrored Sampling in Evolution Strategies With Weighted Recombination" In N. Krasnogor et al. editors , Genetic and Evolutionary Computation Conference (GECCO)., July, 2011. , pp. 861-868. ACM. [BibTeX] [DOI] [PDF]
|
BibTeX:
@inproceedings{abh2011b,
author = {A. Auger and D. Brockhoff and N. Hansen},
title = {Mirrored Sampling in Evolution Strategies With Weighted Recombination},
booktitle = {Genetic and Evolutionary Computation Conference (GECCO)},
publisher = {ACM},
year = {2011},
pages = {861--868},
editor= {N. Krasnogor et al.},
url = {http://hal.inria.fr/inria-00612522_v1/},
doi = {http://dx.doi.org/10.1145/2001576.2001694}
}
|
| Bouzarkouna, Z. and Auger, A. and Ding, D.-Y. (2011), "Local-Meta-Model CMA-ES for Partially Separable Functions" In N. Krasnogor et al. editors , Genetic and Evolutionary Computation Conference (GECCO)., July, 2011. , pp. 869-876. ACM Press. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{bouzarkouna2011b,
author = {Bouzarkouna, Z. and Auger, A. and Ding, D-Y.},
title = {Local-Meta-Model CMA-ES for Partially Separable Functions},
booktitle = {Genetic and Evolutionary Computation Conference (GECCO)},
publisher = {ACM Press},
year = {2011},
pages = {869--876},
editor= {N. Krasnogor et al.},
url = {http://hal.archives-ouvertes.fr/docs/00/58/98/11/PDF/fp650-bouzarkouna.pdf}
}
|
| Bouzarkouna, Z. and Ding, D.-Y. and Auger, A. (2011), "Partially Separated Meta-models with Evolution Strategies for Well Placement Optimization", SPE EUROPEC/EAGE Annual Conference and Exhibition. SPE. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{bouzarkouna2011a,
author = {Bouzarkouna, Z. and Ding, D-Y. and Auger, A.},
title = {Partially Separated Meta-models with Evolution Strategies for Well Placement Optimization},
booktitle = {SPE EUROPEC/EAGE Annual Conference and Exhibition},
publisher = {SPE},
year = {2011},
url = {http://hal.inria.fr/hal-00588983/en}
}
|
| Auger, A. and Brockhoff, D. and Hansen, N. (2011), "Analyzing the Impact of Mirrored Sampling and Sequential Selection in Elitist Evolution Strategies", Foundations of Genetic Algorithms (FOGA 2011). ACM. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{abh2011a,
author = {Anne Auger and Dimo Brockhoff and Nikolaus Hansen},
title = {Analyzing the Impact of Mirrored Sampling and Sequential Selection in Elitist Evolution Strategies},
booktitle = {Foundations of Genetic Algorithms (FOGA 2011)},
publisher = {ACM},
year = {2011},
url = {http://hal.inria.fr/inria-00587507_v1/}
}
|
| Auger, A. and Bader, J. and Brockhoff, D. (2010), "Theoretically Investigating Optimal $\mu$-Distributions for the Hypervolume Indicator: First Results For Three Objectives" R. Schaefer et al. editors , Parallel Problem Solving from Nature (PPSN XI). Vol. 6238, pp. 586-595. Springer. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{abb2010a,
author = {Anne Auger and Johannes Bader and Dimo Brockhoff},
title = {Theoretically Investigating Optimal $\mu$-Distributions for the Hypervolume Indicator: First Results For Three Objectives},
booktitle = {Parallel Problem Solving from Nature (PPSN XI)},
publisher = {Springer},
year = {2010},
volume = {6238},
pages = {586--595},
editor= {R. Schaefer et al.},
url = {http://hal.inria.fr/docs/00/53/49/06/PDF/paper199authorVersion.pdf}
}
|
| Brockhoff, D. and Auger, A. and Hansen, N. and Arnold, D.V. and Hohm, T. (2010), "Mirrored Sampling and Sequential Selection for Evolution Strategies" R. Schaefer et al. editors , Parallel Problem Solving from Nature (PPSN XI). Vol. 6238, pp. 11-20. Springer. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{baha2010a,
author = {Dimo Brockhoff and Anne Auger and Nikolaus Hansen and Dirk~V. Arnold and Tim Hohm},
title = {Mirrored Sampling and Sequential Selection for Evolution Strategies},
booktitle = {Parallel Problem Solving from Nature (PPSN XI)},
publisher = {Springer},
year = {2010},
volume = {6238},
pages = {11--20},
editor= {R. Schaefer et al.},
url = {http://hal.inria.fr/docs/00/53/02/02/PDF/brockhoff2010mirrored.pdf}
}
|
| Bouzarkouna, Z. and Auger, A. and Ding, D.Y. (2010), "Investigating the Local-Meta-Model CMA-ES for Large Population Sizes", 3rd European event on Bio-inspired algorithms for continuous parameter optim isation (EvoNUM'10). Istanbul, Turkey Springer-Verlag. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{bouzarkouna:2010a,
author = {Bouzarkouna, Zyed and Auger, Anne and Ding, Didier Yu},
title = {Investigating the Local-Meta-Model CMA-ES for Large Population Sizes},
booktitle = {3rd European event on Bio-inspired algorithms for continuous parameter optim isation (EvoNUM'10)},
publisher = {Springer-Verlag},
year = {2010},
address= {Istanbul, Turkey},
url = {http://hal.inria.fr/hal-00450238/fr/}
}
|
| Bouzarkouna, Z. and Ding, D.Y. and Auger, A. (2010), "Using Evolution Strategy with Meta-models for Well Placement Optimization", 12th European Conference on the Mathematics of Oil Recovery (ECMOR 2010). Oxford, UK EAGE. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{bouzarkouna:2010b,
author = {Bouzarkouna, Zyed and Ding, Didier Yu and Auger, Anne},
title = {Using Evolution Strategy with Meta-models for Well Placement Optimization},
booktitle = {12th European Conference on the Mathematics of Oil Recovery (ECMOR 2010)},
publisher = {EAGE},
year = {2010},
address= {Oxford, UK},
url = {http://hal.inria.fr/docs/00/53/87/45/PDF/Bouzarkouna_et_al._Ecmor2010.pdf}
}
|
| Mohamed, J. and Auger, A. (2010), "Log-linear Convergence of the Scale-invariant $(\mu/\mu_w,\lambda)$-ES and Optimal $\mu$ for Intermediate Recombination for Large Population Sizes" R. Schaefer et al. editors , Parallel Problem Solving from Nature (PPSN XI). Vol. 6239, pp. 52-61. Springer. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{jebaliaaugerppsn2010,
author = {Jebalia Mohamed and Anne Auger},
title = {Log-linear Convergence of the Scale-invariant $(\mu/\mu_w,\lambda)$-ES and Optimal $\mu$ for Intermediate Recombination for Large Population Sizes},
booktitle = {Parallel Problem Solving from Nature (PPSN XI)},
publisher = {Springer},
year = {2010},
volume = {6239},
pages = {52--61},
editor= {R. Schaefer et al.},
url = {http://hal.inria.fr/docs/00/49/44/78/PDF/ppsn2010JebaliaAuger.pdf}
}
|
| Auger, A. and Bader, J. and Brockhoff, D. and Zitzler, E. (2009), "Theory of the Hypervolume Indicator: Optimal $\mu$-Distributions and the Choice of the Reference Point", Foundations of Genetic Algorithms (FOGA 2009). New York, NY, USA , pp. 87-102. ACM. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{abbz2009a,
author = {A. Auger and J. Bader and D. Brockhoff and E. Zitzler},
title = {Theory of the Hypervolume Indicator: Optimal $\mu$-Distributions and the Choice of the Reference Point},
booktitle = {Foundations of Genetic Algorithms (FOGA 2009)},
publisher = {ACM},
year = {2009},
address= {New York, NY, USA},
pages = {87--102},
url = {www.lri.fr/~auger/abbz2009a.pdf}
}
|
| Auger, A. and Bader, J. and Brockhoff, D. and Zitzler, E. (2009), "Articulating User Preferences in Many-Objective Problems by Sampling the Weighted Hypervolume" G. Raidl and others editors , Genetic and Evolutionary Computation Conference (GECCO 2009). New York, NY, USA , pp. 555-562. ACM. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{abbz2009b,
author = {A. Auger and J. Bader and D. Brockhoff and E. Zitzler},
title = {Articulating User Preferences in Many-Objective Problems by Sampling the Weighted Hypervolume},
booktitle = {Genetic and Evolutionary Computation Conference (GECCO 2009)},
publisher = {ACM},
year = {2009},
address= {New York, NY, USA},
pages = {555--562},
editor= {G. Raidl and others},
url = {www.lri.fr/~auger/abbz2009b.pdf}
}
|
| Auger, A. and Bader, J. and Brockhoff, D. and Zitzler, E. (2009), "Investigating and Exploiting the Bias of the Weighted Hypervolume to Articulate User Preferences" G. Raidl and others editors , Genetic and Evolutionary Computation Conference (GECCO 2009). New York, NY, USA , pp. 563-570. ACM. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{abbz2009c,
author = {A. Auger and J. Bader and D. Brockhoff and E. Zitzler},
title = {Investigating and Exploiting the Bias of the Weighted Hypervolume to Articulate User Preferences},
booktitle = {Genetic and Evolutionary Computation Conference (GECCO 2009)},
publisher = {ACM},
year = {2009},
address= {New York, NY, USA},
pages = {563--570},
editor= {G. Raidl and others},
url = {http://hal.archives-ouvertes.fr/docs/00/43/12/74/PDF/t07fp506-augerAuthorVersion.pdf}
}
|
| Auger, A. and Hansen, N. and Perez Zerpa, J.M. and Ros, R. and Schoenauer, M. (2009), "Empirical comparisons of several derivative free optimization algorithms", Acte du 9ime colloque national en calcul des structures., May, 2009. Vol. 1, pp. 481-486. [BibTeX] [PDF] [Draft version]
|
BibTeX:
@inproceedings{auger:colloquegiens,
author = {Auger, A. and Hansen, N. and Perez Zerpa, J. M. and Ros, R. and Schoenauer, M.},
title = {Empirical comparisons of several derivative free optimization algorithms},
booktitle = {Acte du 9ime colloque national en calcul des structures},
year = {2009},
volume = {1},
pages = {481--486},
url = {www.lri.fr/~auger/acte_giens09.pdf}
}
|
| Jebalia, M. and Auger, A. (2008), "On Multiplicative Noise Models for Stochastic Search" G. Rudolph et a.l. editors , Conference on Parallel Problem Solving from Nature (PPSN~X). Berlin, Heidelberg Vol. 5199, pp. 52-61. Springer Verlag. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{ja2008a,
author = {M. Jebalia and A. Auger},
title = {On Multiplicative Noise Models for Stochastic Search},
booktitle = {Conference on Parallel Problem Solving from Nature (PPSN~X)},
publisher = {Springer Verlag},
year = {2008},
address= {Berlin, Heidelberg},
volume = {5199},
pages = {52--61},
editor= {G. Rudolph et a.l.},
url = {http://hal.inria.fr/docs/00/28/77/25/PDF/MohamedAnnePPSN08.ForHal.pdf}
}
|
| Jebalia, M. and Auger, A. and Liardet, P. (2008), "Log-linear Convergence and Optimal Bounds for the (1+1)-ES" N. Monmarché and al. editors , Proceedings of Evolution Artificielle (EA'07). Vol. 4926, pp. 207-218. Springer. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{jebalia:ea07,
author = {M. Jebalia and A. Auger and P. Liardet},
title = {Log-linear Convergence and Optimal Bounds for the (1+1)-ES},
booktitle = {Proceedings of Evolution Artificielle (EA'07)},
publisher = {Springer},
year = {2008},
volume = {4926},
pages = {207--218},
editor= {N. Monmarché and al.},
url = {http://hal.inria.fr/docs/00/29/30/15/PDF/AJL_EA07WithErrata.pdf}
}
|
| Auger, A. and Teytaud, O. (2007), "Continuous lunches are free!" D. Thierens et al. editors , Genetic and Evolutionary Computation Conference (GECCO). London, UK , pp. 916-921. ACM Press . [BibTeX] [PDF]
|
BibTeX:
@inproceedings{auger:2007:inria-00173209:1,
author = {Auger, Anne and Teytaud, Olivier},
title = {Continuous lunches are free!},
booktitle = {Genetic and Evolutionary Computation Conference (GECCO)},
publisher = {ACM Press },
year = {2007},
address= {London, UK},
pages = {916--921},
editor= {D. Thierens et al.},
url = {http://hal.inria.fr/inria-00173209/en/}
}
|
| Jebalia, M. and Auger, A. and Schoenauer, M. and James, F. and Postel, M. (2007), "Identification of the Isotherm function in Chromatography Using CMA-ES", IEEE Congress on Evolutionary Computation, 2007 (CEC 2007)., September, 2007. , pp. 4289-4296. IEEE. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{chromato:cec07,
author = {M. Jebalia and A. Auger and M. Schoenauer and François James and Marie Postel},
title = {Identification of the Isotherm function in Chromatography Using CMA-ES},
booktitle = {IEEE Congress on Evolutionary Computation, 2007 (CEC 2007)},
publisher = {IEEE},
year = {2007},
pages = {4289--4296},
url = {http://hal.inria.fr/docs/00/17/58/52/PDF/CEC_2007.pdf}
}
|
| Teytaud, O. and Auger, A. (2007), "On the adaptation of the noise level for stochastic optimization", IEEE Congress on Evolutionary Computation (CEC 2007). Singapour , pp. 2030-2037. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{teytaud:2007:inria-00173224:1,
author = {Teytaud, Olivier and Auger, Anne},
title = {On the adaptation of the noise level for stochastic optimization},
booktitle = {IEEE Congress on Evolutionary Computation (CEC 2007)},
year = {2007},
address= {Singapour},
pages = {2030--2037},
url = {http://hal.inria.fr/inria-00173224/en/}
}
|
| Auger, A. and Hansen, N. (2006), "Reconsidering the Progress Rate Theory for Evolution Strategies in Finite Dimensions" ACM Press editors , Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2006). , pp. 445-452. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{auger:gecco06,
author = {Auger, A. and N. Hansen},
title = {Reconsidering the Progress Rate Theory for Evolution Strategies in Finite Dimensions},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2006)},
year = {2006},
pages = {445--452},
editor= {ACM Press},
url = {www.lri.fr/~auger/gecco06-auger.pdf}
}
|
| Auger, A. and Hansen, N. (2005), "Performance evaluation of an advanced local search evolutionary algorithm", Congress on Evolutionary Computation (CEC~2005). Piscataway, NJ, USA Vol. 2, pp. 1777-1784. IEEE Press. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{ah2005a,
author = {A. Auger and N. Hansen},
title = {Performance evaluation of an advanced local search evolutionary algorithm},
booktitle = {Congress on Evolutionary Computation (CEC~2005)},
publisher = {IEEE Press},
year = {2005},
address= {Piscataway, NJ, USA},
volume = {2},
pages = {1777--1784},
url = {www.lri.fr/~auger/cec_localcmaes.pdf}
}
|
| Auger, A. and Schoenauer, M. and Teytaud, O. (2005), "Local and global oder 3/2 convergence of a surrogate evolutionary algorithm " H.-G. Beyer et al editors , Genetic and Evolutionary Computation Conference (GECCO). Washington , pp. 857-864. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{auger:2005:inria-00000540:1,
author = {Auger, Anne and Schoenauer, Marc and Teytaud, Olivier},
title = {Local and global oder 3/2 convergence of a surrogate evolutionary algorithm },
booktitle = {Genetic and Evolutionary Computation Conference (GECCO)},
year = {2005},
address= {Washington},
pages = {857--864},
editor= {H.-G. Beyer et al},
url = {http://hal.inria.fr/inria-00000540/en/}
}
|
| Auger, A. and Hansen, N. (2005), "A Restart CMA Evolution Strategy With Increasing Population Size", Proceedings of the IEEE Congress on Evolutionary Computation. Piscataway, NJ, USA Vol. 2, pp. 1769-1776. IEEE Press. [BibTeX] [PDF]
|
BibTeX:
@inproceedings{auger:2005a,
author = {Auger, A. and Hansen, N.},
title = {A Restart CMA Evolution Strategy With Increasing Population Size},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation},
publisher = {IEEE Press},
year = {2005},
address= {Piscataway, NJ, USA},
volume = {2},
pages = {1769--1776},
url = {http://www.lri.fr/~hansen/cec2005ipopcmaes.pdf}
}
|
| Auger, A. and Jebalia, M. and Teytaud, O. (2005), "Algorithms (X,sigma,eta) : quasi-random mutations for evolution strategies", Proceedings of the 7th International Conference Evolution Artificielle EA'05. [BibTeX]
|
BibTeX:
@inproceedings{auger:ea2005,
author = {A. Auger and M. Jebalia and O. Teytaud},
title = {Algorithms (X,sigma,eta) : quasi-random mutations for evolution strategies},
booktitle = {Proceedings of the 7th International Conference Evolution Artificielle EA'05},
year = {2005}
}
|
| Auger, A. and Schoenauer, M. and Vanhaecke, N. (2004), "LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation " X. Yao et al. editors , Parallel Problem Solving from Nature (PPSN'04). , pp. 182-191. Springer. [BibTeX]
|
BibTeX:
@inproceedings{auger:ppsn04,
author = {A. Auger and M. Schoenauer and N. Vanhaecke},
title = {LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation },
booktitle = {Parallel Problem Solving from Nature (PPSN'04)},
publisher = {Springer},
year = {2004},
pages = {182--191},
editor= {X. Yao et al.}
}
|
| Nicolau, M. and Auger, A. and Ryan, C. (2003), "Functional dependency and degeneracy: detailed analysis of the GAuGE system", Proceedings of the 6th International Conference on Evolutionary Computation EA'03. In [BibTeX]
|
BibTeX:
@article{ea03nicolau,
author = {Miguel Nicolau and Anne Auger and Conor Ryan},
title = {Functional dependency and degeneracy: detailed analysis of the GAuGE system},
journal = {Proceedings of the 6th International Conference on Evolutionary Computation EA'03},
year = {2003}
}
|
| M.Schoenauer and Auger, A. and Yedder, A.B.H. (2003), "Overview and Software Guide of Evolutionary Algorithms; Case Study in Quantum Control", CRM Proc. Lecture Notes. [BibTeX]
|
BibTeX:
@inproceedings{montreal,
author = {M.Schoenauer and A. Auger and A. Ben Haj Yedder},
title = {Overview and Software Guide of Evolutionary Algorithms; Case Study in Quantum Control},
booktitle = {CRM Proc. Lecture Notes},
year = {2003}
}
|
| Auger, A. and Bris, C.L. and Schoenauer, M. (2003), "Dimension-independent Convergence Rate for Non-isotropic $(1,\lambda)-$ES" Erick Cantu-Paz et al. editors , Genetic and Evolutionary Computation Conference (GECCO). , pp. 512-524. [BibTeX]
|
BibTeX:
@inproceedings{procgecco03,
author = {A. Auger and C. Le Bris and M. Schoenauer},
title = {Dimension-independent Convergence Rate for Non-isotropic $(1,\lambda)-$ES},
booktitle = {Genetic and Evolutionary Computation Conference (GECCO)},
year = {2003},
pages = {512--524},
editor= { Erick Cantu-Paz et al.}
}
|
| Auger, A. & Hansen, N. (2010), "Theory of Evolution Strategies: a New Perspective", In Theory of Randomized Search Heuristics: Foundations and Recent Developments. World Scientific Publishing. (In press) [BibTeX] |
BibTeX:
@incollection{auger2010theory,
author = {Auger, A. and Hansen, N.},
title = {Theory of Evolution Strategies: a New Perspective},
booktitle = {Theory of Randomized Search Heuristics: Foundations and Recent Developments},
publisher = {World Scientific Publishing},
year = {2010},
note = {In press}
}
|
| (2010), "Theory of Randomized Seach Heuristics--Foundations and Recent Developments" Vol. 1 World Scientific. [BibTeX] |
BibTeX:
@book{augerdoerr2010,,
title = {Theory of Randomized Seach Heuristics--Foundations and Recent Developments},
publisher = {World Scientific},
year = {2010},
volume = {1}
}
|
| Hansen, N. & Auger, A. (2010), "Principled Design of Continuous Stochastic Search in Practice: the CMA Evolution Strategy", In Theory and Principled Methods for the Design of Metaheuristics. Springer. (accepted) [BibTeX] |
BibTeX:
@incollection{hansen2010principled,
author = {Nikolaus Hansen and Anne Auger},
title = {Principled Design of Continuous Stochastic Search in Practice: the CMA Evolution Strategy},
booktitle = {Theory and Principled Methods for the Design of Metaheuristics},
publisher = {Springer},
year = {2010},
note = {accepted}
}
|
| Auger, A., Hansen, N., Perez Zerpa, J., Ros, R. & Schoenauer, M. (2009), "Experimental Comparisons of Derivative Free Optimization Algorithms", In 8th International Symposium on Experimental Algorithms. Dortmund (5526), pp. 3-15. Springer Verlag. [BibTeX] [PDF] |
BibTeX:
@inproceedings{auger:2009:inria-00397334:2,
author = {Auger, Anne and Hansen, Nikolaus and Perez Zerpa, Jorge and Ros, Raymond and Schoenauer, Marc},
title = {Experimental Comparisons of Derivative Free Optimization Algorithms},
booktitle = {8th International Symposium on Experimental Algorithms},
publisher = {Springer Verlag},
year = {2009},
number = {5526},
pages = {3-15},
url = {http://hal.inria.fr/inria-00397334/en/}
}
|
| Auger, A., Brockhoff, D. & Hansen, N. (2010), "Comparing the (1+1)-CMA-ES with a Mirrored (1+2)-CMA-ES with Sequential Selection on the Noiseless BBOB-2010 Testbed", In Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). , pp. 1543-1550. [BibTeX] [PDF] |
BibTeX:
@inproceedings{abh2010a,
author = {Anne Auger and Dimo Brockhoff and Nikolaus Hansen},
title = {Comparing the (1+1)-CMA-ES with a Mirrored (1+2)-CMA-ES with Sequential Selection on the Noiseless BBOB-2010 Testbed},
booktitle = {Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
year = {2010},
pages = {1543--1550},
url = {http://hal.archives-ouvertes.fr/docs/00/50/24/30/PDF/ws1p17-augerAuthorVersion.pdf}
}
|
| Auger, A., Brockhoff, D. & Hansen, N. (2010), "Investigating the Impact of Sequential Selection in the (1,2)-CMA-ES on the Noiseless BBOB-2010 Testbed", In Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). , pp. 1591-1596. [BibTeX] [PDF] |
BibTeX:
@inproceedings{abh2010b,
author = {Anne Auger and Dimo Brockhoff and Nikolaus Hansen},
title = {Investigating the Impact of Sequential Selection in the (1,2)-CMA-ES on the Noiseless BBOB-2010 Testbed},
booktitle = {Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
year = {2010},
pages = {1591--1596},
url = {http://hal.archives-ouvertes.fr/docs/00/50/24/31/PDF/ws1p22-augerAuthorVersion.pdf}
}
|
| Auger, A., Brockhoff, D. & Hansen, N. (2010), "Investigating the Impact of Sequential Selection in the (1,2)-CMA-ES on the Noisy BBOB-2010 Testbed", In Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). , pp. 1605-1610. [BibTeX] [PDF] |
BibTeX:
@inproceedings{abh2010c,
author = {Anne Auger and Dimo Brockhoff and Nikolaus Hansen},
title = {Investigating the Impact of Sequential Selection in the (1,2)-CMA-ES on the Noisy BBOB-2010 Testbed},
booktitle = {Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
year = {2010},
pages = {1605--1610},
url = {http://hal.archives-ouvertes.fr/docs/00/50/24/32/PDF/ws1p24-augerAuthorVersion.pdf}
}
|
| Auger, A., Brockhoff, D. & Hansen, N. (2010), "Investigating the Impact of Sequential Selection in the (1,4)-CMA-ES on the Noiseless BBOB-2010 Testbed", In Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). , pp. 1597-1604. [BibTeX] [PDF] |
BibTeX:
@inproceedings{abh2010d,
author = {Anne Auger and Dimo Brockhoff and Nikolaus Hansen},
title = {Investigating the Impact of Sequential Selection in the (1,4)-CMA-ES on the Noiseless BBOB-2010 Testbed},
booktitle = {Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
year = {2010},
pages = {1597--1604},
url = {http://hal.archives-ouvertes.fr/docs/00/50/24/33/PDF/ws1p23-augerAuthorVersion.pdf}
}
|
| Auger, A., Brockhoff, D. & Hansen, N. (2010), "Investigating the Impact of Sequential Selection in the (1,4)-CMA-ES on the Noisy BBOB-2010 Testbed", In Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). , pp. 1611-1616. [BibTeX] [PDF] |
BibTeX:
@inproceedings{abh2010e,
author = {Anne Auger and Dimo Brockhoff and Nikolaus Hansen},
title = {Investigating the Impact of Sequential Selection in the (1,4)-CMA-ES on the Noisy BBOB-2010 Testbed},
booktitle = {Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
year = {2010},
pages = {1611--1616},
url = {http://hal.archives-ouvertes.fr/docs/00/50/24/34/PDF/ws1p25-augerAuthorVersion.pdf}
}
|
| Auger, A., Brockhoff, D. & Hansen, N. (2010), "Mirrored Variants of the (1,2)-CMA-ES Compared on the Noiseless BBOB-2010 Testbed", In Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). , pp. 1551-1558. [BibTeX] [PDF] |
BibTeX:
@inproceedings{abh2010f,
author = {Anne Auger and Dimo Brockhoff and Nikolaus Hansen},
title = {Mirrored Variants of the (1,2)-CMA-ES Compared on the Noiseless BBOB-2010 Testbed},
booktitle = {Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
year = {2010},
pages = {1551--1558},
url = {http://hal.archives-ouvertes.fr/docs/00/50/24/35/PDF/ws1p18-augerAuthorVersion.pdf}
}
|
| Auger, A., Brockhoff, D. & Hansen, N. (2010), "Mirrored Variants of the (1,2)-CMA-ES Compared on the Noisy BBOB-2010 Testbed", In Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). , pp. 1575-1582. [BibTeX] [PDF] |
BibTeX:
@inproceedings{abh2010g,
author = {Anne Auger and Dimo Brockhoff and Nikolaus Hansen},
title = {Mirrored Variants of the (1,2)-CMA-ES Compared on the Noisy BBOB-2010 Testbed},
booktitle = {Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
year = {2010},
pages = {1575--1582},
url = {http://hal.archives-ouvertes.fr/docs/00/50/24/36/PDF/ws1p20-augerAuthorVersion.pdf}
}
|
| Auger, A., Brockhoff, D. & Hansen, N. (2010), "Mirrored Variants of the (1,4)-CMA-ES Compared on the Noiseless BBOB-2010 Testbed", In Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). , pp. 1559-1566. [BibTeX] [PDF] |
BibTeX:
@inproceedings{abh2010h,
author = {Anne Auger and Dimo Brockhoff and Nikolaus Hansen},
title = {Mirrored Variants of the (1,4)-CMA-ES Compared on the Noiseless BBOB-2010 Testbed},
booktitle = {Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
year = {2010},
pages = {1559--1566},
url = {http://hal.archives-ouvertes.fr/docs/00/50/24/37/PDF/ws1p19-augerAuthorVersion.pdf}
}
|
| Auger, A., Brockhoff, D. & Hansen, N. (2010), "Mirrored Variants of the (1,4)-CMA-ES Compared on the Noisy BBOB-2010 Testbed", In Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). , pp. 1583-1590. [BibTeX] [PDF] |
BibTeX:
@inproceedings{abh2010i,
author = {Anne Auger and Dimo Brockhoff and Nikolaus Hansen},
title = {Mirrored Variants of the (1,4)-CMA-ES Compared on the Noisy BBOB-2010 Testbed},
booktitle = {Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
year = {2010},
pages = {1583--1590},
url = {http://hal.archives-ouvertes.fr/docs/00/50/24/38/PDF/ws1p21-augerAuthorVersion.pdf}
}
|
| Auger, A., Brockhoff, D. & Hansen, N. (2010), "Benchmarking the (1,4)-CMA-ES With Mirrored Sampling and Sequential Selection on the Noiseless BBOB-2010 Testbed", In Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). , pp. 1617-1624. [BibTeX] [PDF] |
BibTeX:
@inproceedings{abh2010j,
author = {Anne Auger and Dimo Brockhoff and Nikolaus Hansen},
title = {Benchmarking the (1,4)-CMA-ES With Mirrored Sampling and Sequential Selection on the Noiseless BBOB-2010 Testbed},
booktitle = {Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
year = {2010},
pages = {1617--1624},
url = {http://hal.archives-ouvertes.fr/docs/00/50/24/39/PDF/ws1p26-augerAuthorVersion.pdf}
}
|
| Auger, A., Brockhoff, D. & Hansen, N. (2010), "Benchmarking the (1,4)-CMA-ES With Mirrored Sampling and Sequential Selection on the Noisy BBOB-2010 Testbed", In Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). , pp. 1625-1632. [BibTeX] [PDF] |
BibTeX:
@inproceedings{abh2010k,
author = {Anne Auger and Dimo Brockhoff and Nikolaus Hansen},
title = {Benchmarking the (1,4)-CMA-ES With Mirrored Sampling and Sequential Selection on the Noisy BBOB-2010 Testbed},
booktitle = {Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
year = {2010},
pages = {1625--1632},
url = {http://hal.archives-ouvertes.fr/docs/00/50/24/41/PDF/ws1p27-augerAuthorVersion.pdf}
}
|
| Auger, A. & Hansen, N. (2009), "Benchmarking the (1+1)-CMA-ES on the BBOB-2009 Function Testbed", In Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference., July, 2009. , pp. 2459-2466. ACM. [BibTeX] |
BibTeX:
@inproceedings{ah2009a,
author = {A. Auger and N. Hansen},
title = {Benchmarking the (1+1)-CMA-ES on the BBOB-2009 Function Testbed},
booktitle = {Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference},
publisher = {ACM},
year = {2009},
pages = {2459--2466}
}
|
| Auger, A. & Hansen, N. (2009), "Benchmarking the (1+1)-CMA-ES on the BBOB-2009 Noisy Testbed", In Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference., July, 2009. , pp. 2467-2472. ACM. [BibTeX] |
BibTeX:
@inproceedings{ah2009b,
author = {A. Auger and N. Hansen},
title = {Benchmarking the (1+1)-CMA-ES on the BBOB-2009 Noisy Testbed},
booktitle = {Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference},
publisher = {ACM},
year = {2009},
pages = {2467--2472}
}
|
| Auger, A. & Ros, R. (2009), "Benchmarking the pure random search on the BBOB-2009 testbed", In Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference., July, 2009. , pp. 2479-2484. ACM. [BibTeX] |
BibTeX:
@inproceedings{ar2009a,
author = {A. Auger and R. Ros},
title = {Benchmarking the pure random search on the BBOB-2009 testbed},
booktitle = {Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference},
publisher = {ACM},
year = {2009},
pages = {2479--2484}
}
|
| Auger, A. & Ros, R. (2009), "Benchmarking the pure random search on the BBOB-2009 noisy testbed", In Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference., July, 2009. , pp. 2485-2490. ACM. [BibTeX] |
BibTeX:
@inproceedings{ar2009b,
author = {A. Auger and R. Ros},
title = {Benchmarking the pure random search on the BBOB-2009 noisy testbed},
booktitle = {Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference},
publisher = {ACM},
year = {2009},
pages = {2485--2490}
}
|
| Auger, A. (2009), "Benchmarking the (1+1)-ES with One-Fifth Success Rule on the BBOB-2009 noisy Function Testbed", In Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference., July, 2009. , pp. 2453-2458. ACM. [BibTeX] |
BibTeX:
@inproceedings{auge2009a,
author = {A. Auger},
title = {Benchmarking the (1+1)-ES with One-Fifth Success Rule on the BBOB-2009 noisy Function Testbed},
booktitle = {Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference},
publisher = {ACM},
year = {2009},
pages = {2453--2458}
}
|
| Auger, A. (2009), "Benchmarking the (1+1)-Evolution Strategy with One-Fifth Success Rule on the BBOB-2009 Function Testbed", In Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference., July, 2009. , pp. 2447-2452. ACM. [BibTeX] |
BibTeX:
@inproceedings{auge2009b,
author = {A. Auger},
title = {Benchmarking the (1+1)-Evolution Strategy with One-Fifth Success Rule on the BBOB-2009 Function Testbed},
booktitle = {Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference},
publisher = {ACM},
year = {2009},
pages = {2447--2452}
}
|
| Suganthan, P.N., Hansen, N., Liang, J.J., Deb, K., Chen, Y.-P., Auger, A. & Tiwari, S. (2005), "Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization" [BibTeX] |
BibTeX:
@techreport{cec:workshop,
author = { P. N. Suganthan and N. Hansen and J. J. Liang and K. Deb and Y.-P. Chen and A. Auger and S. Tiwari},
title = {Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization},
year = {2005}
}
|