Derivative-free and blackbox optimization, 2017. ,
, GECCO (Companion) workshop on Black-Box Optimization Benchmarking (BBOB'2013), pp.1225-1232, 2013.
, Benchmarking MATLAB's gamultiobj (NSGA-II) on the Bi-objective BBOB-2016 Test Suite, pp.1233-1239, 2016.
, GECCO (Companion) workshop on Black-Box Optimization Benchmarking (BBOB'2016), pp.1241-1247, 2016.
The Impact of Search Volume on the Performance of RANDOMSEARCH on the Bi-objective BBOB-2016 Test Suite, GECCO (Companion) workshop on Black-Box Optimization Benchmarking (BBOB'2016), pp.1257-1264, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01435453
, The Impact of Variation Operators on the Performance of SMS-EMOA on the Bi-objective BBOB-2016
URL : https://hal.archives-ouvertes.fr/hal-01435456
, GECCO (Companion) workshop on Black-Box Optimization Benchmarking (BBOB'2016), pp.1225-1232, 2016.
Performance Evaluation of an Advanced Local Search Evolutionary Algorithm, Proceedings of the IEEE Congress on Evolutionary Computation, pp.1777-1784, 2005. ,
Benchmarking the pure random search on the BBOB-2009 testbed, pp.2479-2484, 2009. ,
URL : https://hal.archives-ouvertes.fr/inria-00430532
Designing and reporting on computational experiments with heuristic methods, Journal of heuristics, vol.1, pp.9-32, 1995. ,
Best practices for comparing optimization algorithms, Optimization and Engineering, vol.18, pp.815-848, 2017. ,
SMS-EMOA: Multiobjective Selection Based on Dominated Hypervolume, European Journal of Operational Research, vol.181, pp.1653-1669, 2007. ,
Stopping Criteria, Initialization, and Implementations of BFGS and their Effect on the BBOB Test Suite, GECCO (Companion) workshop on Black-Box Optimization Benchmarking (BBOB'2009), 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01811588
PISA-A Platform and Programming Language Independent Interface for Search Algorithms, Conference on Evolutionary Multi-Criterion Optimization, vol.2632, pp.494-508, 2003. ,
Performance assessment of multi-objective evolutionary algorithms with the R package ecr, Companion Proceedings of the Genetic and Evolutionary Computation Conference, pp.1350-1356, 2018. ,
Benchmarking Numerical Multiobjective Optimizers Revisited, Genetic and Evolutionary Computation Conference, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01146741
Using well-understood singleobjective functions in multiobjective black-box optimization test suites, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-01296987
Biobjective performance assessment with the COCO platform, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01315317
The convergence of a class of double-rank minimization algorithms, Journal of the Institute of Mathematics and Its Applications, vol.6, pp.76-90, 1970. ,
, Convex optimization: Algorithms and complexity, 2014.
Paver 2.0: an open source environment for automated performance analysis of benchmarking data, Journal of Global Optimization, vol.59, pp.259-275, 2014. ,
A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II, IEEE Transactions on Evolutionary Computation, vol.6, pp.182-197, 2002. ,
BBOB: Nelder-Mead with resize and halfruns, in Rothlauf, pp.2239-2246, 2009. ,
, IOHprofiler: A benchmarking and profiling tool for iterative optimization heuristics, 2018.
Benchmarking optimization software with performance profiles, Mathematical programming, vol.91, pp.201-213, 2002. ,
jMetal: a Java Framework for Multi-Objective Optimization, Advances in Engineering Software, vol.42, pp.760-771, 2011. ,
An introduction to the bootstrap, 1994. ,
Hybrid genetic algorithms: A review, Engineering Letters, vol.13, pp.124-137, 2006. ,
Real-parameter black-box optimization benchmarking 2009: Presentation of the noiseless functions, Research Center PPE, 2009. ,
A new approach to variable metric algorithms, Computer journal, vol.13, pp.317-322, 1970. ,
Software for generation of classes of test functions with known local and global minima for global optimization, ACM Transactions on Mathematical Software, pp.469-480, 2003. ,
Feature-based algorithm selection for mixed integer programming, ZIB, Takustr, vol.7, p.14195, 2018. ,
A family of variable metric updates derived by variational means, Mathematics of Computation, vol.24, pp.23-26, 1970. ,
A note on performance profiles for benchmarking software, ACM Transactions on Mathematical Software (TOMS), p.43, 2016. ,
COCO: Performance assessment, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01315318
Real-parameter black-box optimization benchmarking 2009: Experimental setup, INRIA, 2009. ,
URL : https://hal.archives-ouvertes.fr/inria-00362649
Real-parameter black-box optimization benchmarking 2010: Experimental setup, INRIA, 2010. ,
URL : https://hal.archives-ouvertes.fr/inria-00462481
COCO: A platform for comparing continuous optimizers in a black-box setting, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01294124
Real-parameter black-box optimization benchmarking 2009: Noiseless functions definitions, INRIA, 2009. ,
URL : https://hal.archives-ouvertes.fr/inria-00362633
Real-parameter black-box optimization benchmarking 2009: Noisy functions definitions, INRIA, 2009. ,
URL : https://hal.archives-ouvertes.fr/inria-00369466
Completely Derandomized Self-Adaptation in Evolution Strategies, Evolutionary Computation, vol.9, pp.159-195, 2001. ,
COCO: The experimental procedure, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01294167
Comparing results of 31 algorithms from the black-box optimization benchmarking BBOB-2009, GECCO '10: Proceedings of the 12th annual conference comp on Genetic and evolutionary computation, pp.1689-1696, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00545727
A parameter-less genetic algorithm, Genetic and Evolutionary Computation Conference (GECCO 1999), vol.1, pp.258-265, 1999. ,
Test Examples for Nonlinear Programming Codes, Lecture Notes in Economics and Mathematical Systems, vol.187, 1981. ,
Computational experience in solving linear programs, Journal of the Society for Industrial and Applied Mathematics, vol.1, pp.17-33, 1953. ,
Testing heuristics: We have it all wrong, Journal of heuristics, vol.1, pp.33-42, 1995. ,
Evaluating Las Vegas Algorithms-Pitfalls and Remedies, Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (UAI-98, pp.238-245, 1998. ,
Matplotlib: A 2d graphics environment, Computing in science & engineering, vol.9, p.90, 2007. ,
Global optimization by multilevel coordinate search, J. of Global Optimization, vol.14, pp.331-355, 1999. ,
Benchmarking of MCS on the noiseless function testbed, 2009. ,
A theoretician's guide to the experimental analysis of algorithms, Data structures, near neighbor searches, and methodology: fifth and sixth DIMACS implementation challenges, vol.59, pp.215-250, 2002. ,
Black-Box Optimization Benchmarking of NIPOP-aCMA-ES and NBIPOP-aCMA-ES on the BBOB-2012 Noiseless Testbed, Companion Proceedings of the Genetic and Evolutionary Computation Conference, pp.269-276, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00737409
Analyzing the bbob results by means of benchmarking concepts, Evolutionary computation, vol.23, pp.161-185, 2015. ,
Testing unconstrained optimization software, ACM Transactions on Mathematical Software (TOMS), vol.7, pp.17-41, 1981. ,
Benchmarking derivative-free optimization algorithms, SIAM Journal on Optimization, vol.20, pp.172-191, 2009. ,
The downhill simplex method, Computer Journal, vol.7, pp.308-313, 1965. ,
Information-based complexity of convex programming, Lecture Notes, 1995. ,
, Lectures on convex optimization, vol.137, 2018.
The NEWUOA software for unconstrained optimization without derivatives, pp.255-297, 2006. ,
Differential evolution vs. the functions of the second ICEO, Proceedings of the IEEE International Congress on Evolutionary Computation, pp.153-157, 1997. ,
Differential evolution for multiobjective optimization, Evolutionary Multi-Criterion Optimization, pp.520-533, 2005. ,
Benchmarking the NEWUOA on the BBOB-2009 function testbed, pp.2421-2428, 2009. ,
URL : https://hal.archives-ouvertes.fr/inria-00377082
, Genetic and Evolutionary Computation Conference, 2009.
More test examples for nonlinear programming codes, Lecture Nots in Economics and Mathematical Systems, vol.282, 1987. ,
Conditioning of quasi-newton methods for function minimization, Mathematics of Computation, vol.24, pp.647-656, 1970. ,
On the theory of scales of measurement, Science, pp.677-680, 1946. ,
Platemo: A matlab platform for evolutionary multi-objective optimization, IEEE Computational Intelligence Magazine, vol.12, pp.73-87, 2017. ,
Performance of the DEMO Algorithm on the Bi-objective BBOB Test Suite, Companion Proceedings of the Genetic and Evolutionary Computation Conference, pp.1249-1256, 2016. ,
Mixed-integer benchmark problems for single-and bi-objective optimization, Genetic and Evolutionary Computation Conference, pp.718-726, 2019. ,
Anytime Benchmarking of Budget-Dependent Algorithms with the COCO Platform, International Multiconference Information Society, pp.47-50, 2017. ,
A comparative study of large-scale variants of CMA-ES, International Conference on Parallel Problem Solving from Nature, pp.3-15, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01881454
Single-and multi-objective gamebenchmark for evolutionary algorithms, in Genetic and Evolutionary Computation Conference (GECCO, pp.647-655, 2019. ,
Evaluating evolutionary algorithms, Artificial intelligence, vol.85, pp.245-276, 1996. ,
A regularity model-based multiobjective estimation of distribution algorithm, IEEE Transactions on Evolutionary Computation, vol.12, pp.41-63, 2008. ,
Multiobjective Optimization Using Evolutionary Algorithms -A Comparative Case Study, Conference on Parallel Problem Solving from Nature (PPSN V), vol.1498, pp.292-301, 1998. ,