Phd Thesis
Institution : University of Pierre and Marie Curie and Polytechnic School of Tunisia (Defended in December 2008)
Journal Papers
1) Jebalia M., Khlaifi, A., Muhammad Belgacem, F.B, (2016), 'Global convergence results for single parent evolution strategies', Mathematical Methods in the Applied Sciences
2) Jebalia M., Auger A. and Hansen N. (2010), 'Log-linear convergence and divergence of the scale-invariant (1+1)-ES in noisyenvironments, Algorithmica, pages 1-36, Springer, New-York
3) Khlaifi A., Jebalia M. (2007) 'Résolution évolutionnaire du problème de Flow-Shop Hybride soumis à des contraintes de sous-traitance intermédiaires: étude d'un cas industriel: industrie textile' , Journal Européen des Systèmes Automatisés, (RS-JESA) 41(9-10), 1061-1081
A Selection of Some Peer-Reviewed Conference Papers
1) Jebalia M. and Auger, A. (2010), 'Log-linearConvergence 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
2) Jebalia M. and Auger A. (2008),'On Multiplicative Noise Models for Stochastic Search'. In G. Rudolph et al. editor, Proceedings of Parallel Problem Solving from Nature (PPSN X), Springer, LNCS 5199, 52-61.
3) Jebalia M., Auger A. and Liardet P. (2008), 'Log-linear Convergence and Optimal Bounds for the (1+1)-ES' . In N. Monmarché and al. editor, Proceedings of Evolution Artificielle (EA 2007), Springer, LNCS 4926/2008, pp. 207-218, Tours, France.
4) Jebalia M., Auger A., Schoenauer M., James F. and Postel M. (2007), 'Identification of the Isotherm Function in Chromatography Using CMA-ES' . In Proc. IEEE Congress On Evolutionary Computation, (CEC 2007), IEEE pp. 4289-4296, Singapour/
5) Auger A., Jebalia M., Teytaud O. (2005), 'Algorithms (X, sigma, eta) : Quasi-Random mutations for Evolution Strategies'. In E.-G. Talbi and al. editor, Proceedings of Evolution Artificielle (EA 2005), Springer, LNCS 3871/2006, pp. 296-307, Lille, France