K. Akkaya, M. Younis, and W. Youssef, Positioning of Base Stations in Wireless Sensor Networks, IEEE Communications Magazine, vol.45, issue.4, pp.96-102, 2007.
DOI : 10.1109/MCOM.2007.343618

A. Chattopadhyay, A. Sinha, M. Coupechoux, and A. Kumar, Optimal Capacity Relay Node Placement in a Multi-hop Network on a Line, Proc. of Int. Symp. on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 2012.
URL : https://hal.archives-ouvertes.fr/hal-00766295

Z. Drezner and H. W. Hamacher, Facility Location: Applications and Theory, 2004.

A. So and B. Liang, Enhancing WLAN Capacity by Strategic Placement of Tetherless Relay Points, IEEE Transactions on Mobile Computing, vol.6, issue.5, pp.487-500, 2007.
DOI : 10.1109/TMC.2007.1046

L. Wang, W. Su, J. Huang, A. Chen, and C. Chang, Optimal Relay Location in Multi-Hop Cellular Systems, 2008 IEEE Wireless Communications and Networking Conference, 2008.
DOI : 10.1109/WCNC.2008.235

Y. Dong, Y. Zhang, M. Song, Y. Teng, and Y. Man, Optimal Relay Location in OFDMA Based Cooperative Networks, 2009 5th International Conference on Wireless Communications, Networking and Mobile Computing, 2009.
DOI : 10.1109/WICOM.2009.5302967

C. Chang, C. Chang, M. Li, and C. Chang, A Novel Relay Placement Mechanism for Capacity Enhancement in IEEE 802, 16j WiMAX Networks Proc. of IEEE Int. Conf. on Communications (ICC), 2009.

D. Yang, X. Fang, G. Xue, and J. Tang, Relay Station Placement for Cooperative Communications in WiMAX Networks, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010, 2010.
DOI : 10.1109/GLOCOM.2010.5683329

D. Niyato, E. Hossain, D. I. Kim, and Z. Han, Relay-centric radio resource management and network planning in IEEE 802.16j mobile multihop relay networks, IEEE Transactions on Wireless Communications, vol.8, issue.12, pp.6115-6125, 2009.
DOI : 10.1109/TWC.2009.12.090640

H. Lu and W. Liao, Joint Base Station and Relay Station Placement for IEEE 802.16j Networks, GLOBECOM 2009, 2009 IEEE Global Telecommunications Conference, 2009.
DOI : 10.1109/GLOCOM.2009.5426058

Y. Yu, S. Murphy, and L. Murphy, Planning Base Station and Relay Station Locations for IEEE 802.16j Network with Capacity Constraints, 2010 7th IEEE Consumer Communications and Networking Conference
DOI : 10.1109/CCNC.2010.5421766

M. H. Islam, Z. Dziong, K. Sohraby, M. F. Daneshmand, and R. Jana, Capacity-optimal relay and base station placement in wireless networks, The International Conference on Information Network 2012, 2012.
DOI : 10.1109/ICOIN.2012.6164400

A. B. Saleh, O. Bulakci, J. Hämäläinen, S. Redana, and B. Raaf, Analysis of the Impact of site Planning on the Performance of Relay Deployments, IEEE Trans. on Vehicular Technology, issue.7, pp.613139-3150, 2012.

K. Sambale and B. Walke, Cell Spectral Efficiency optimization in relay enhanced cells, 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications, (PIMRC), 2012.
DOI : 10.1109/PIMRC.2012.6362521

S. Wang, W. Zhao, and C. Wang, Approximation Algorithms for Cellular Networks Planning with Relay Nodes, Proc. of IEEE Wireless Communications and Networking Conf. (WCNC), 2013.

S. Khakurel, M. Mehta, and A. Karandikar, Optimal relay placement for coverage extension in LTE-A cellular systems, 2012 National Conference on Communications (NCC), 2012.
DOI : 10.1109/NCC.2012.6176739

A. Hamdi, M. El-khamy, and M. El-sharkawy, Optimized dual relay deployment for LTE-Advanced cellular systems, 2012 IEEE Wireless Communications and Networking Conference (WCNC), 2012.
DOI : 10.1109/WCNC.2012.6214291

K. Sambale and B. Walke, Decode-and-Forward Relay Placement for Maximum Cell Spectral Efficiency, Proc. of IEEE European Wireless, 2012.

W. Guo and T. O. Farrell, Relay Deployment in Cellular Networks: Planning and Optimization, IEEE Journal on Selected Areas in Communications, 2013.

J. Kelif and E. Altman, Downlink Fluid Model of CDMA Networks, 2005 IEEE 61st Vehicular Technology Conference, 2005.
DOI : 10.1109/VETECS.2005.1543738

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=

3. Meeting and N. , Type-1 Relay Performance for Downlink, 2010.

F. P. Kelly, Reversibility and Stochastic Networks, 2011.

T. Bonald and A. Proutì-ere, Wireless downlink data channels, Proceedings of the 9th annual international conference on Mobile computing and networking , MobiCom '03, 2003.
DOI : 10.1145/938985.939020

URL : https://hal.archives-ouvertes.fr/hal-01244817

A. Seetharam, J. Kurose, D. Goeckel, and G. Bhanage, A Markov Chain Model for Coarse Timescale Channel Variation in an 802.16e Wireless Network, Proc. of IEEE Int. Conf. on Computer Communications (Infocom), 2012.

L. Rong, S. E. Elayoubi, and O. B. Haddada, Performance Evaluation of Cellular Networks Offering TV Services, IEEE Transactions on Vehicular Technology, vol.60, issue.2, pp.644-655, 2011.
DOI : 10.1109/TVT.2010.2091657

J. Kelif, M. Coupechoux, and P. Godlewski, A Fluid Model for Performance Analysis in Cellular Networks, EURASIP Journal on Wireless Communications and Networking, vol.2010, issue.1, p.2010, 2010.
DOI : 10.1109/25.917918

URL : https://hal.archives-ouvertes.fr/hal-00830022

R. Combes and J. Kelif, A justification of the fluid network model using stochastic geometry, 2013 IEEE International Conference on Communications (ICC), 2013.
DOI : 10.1109/ICC.2013.6655593

J. Kelif, M. Coupechoux, and P. Godlewski, Fluid Model of the Outage Probability in Sectored Wireless Networks, 2008 IEEE Wireless Communications and Networking Conference, 2008.
DOI : 10.1109/WCNC.2008.513

URL : https://hal.archives-ouvertes.fr/hal-01493336

N. Metropolis, A. W. Rosenbluth, M. N. Rosenbluth, A. H. Teller, and E. Teller, Equation of State Calculations by Fast Computing Machines, The Journal of Chemical Physics, vol.21, issue.6, pp.1087-1092, 1953.
DOI : 10.1063/1.1699114

P. J. Laarhoven and E. H. Aarts, Simulated Annealing: Theory and Applications, Mathematics, 1987.
DOI : 10.1007/978-94-015-7744-1

G. Y. Keung, Q. Zhang, and B. Li, The Base Station Placement for Delay-Constrained Information Coverage in, Mobile Wireless Networks

C. Chen and F. Baccelli, Gibbsian method for the self-optimization of cellular networks, EURASIP Journal on Wireless Communications and Networking, vol.2012, issue.1, p.2012, 2012.
DOI : 10.1109/TNET.2002.1012364

URL : https://hal.archives-ouvertes.fr/hal-00745107

M. C. Robini, T. Rastello, and I. E. Magnin, Simulated annealing, acceleration techniques, and image restoration, IEEE Transactions on Image Processing, vol.8, issue.10, pp.1374-1387, 1999.
DOI : 10.1109/83.791963

W. K. Hastings, Monte Carlo sampling methods using Markov chains and their applications, Biometrika, vol.57, issue.1, pp.97-109, 1970.
DOI : 10.1093/biomet/57.1.97

C. Graffigne, F. Heitz, P. Pérez, F. Prêteux, M. Sigelle et al., Hierarchical Markov Random Field Analysis Models Applied to Image Analysis: a Review, Proc. of SPIE Conf. on Neural, Morphological and Stochastic Methods in Image Processing, 1995.

P. Pérez and F. Heitz, Restriction of a Markov random field on a graph and multiresolution statistical image modeling, IEEE Transactions on Information Theory, vol.42, issue.1, pp.180-190, 1996.
DOI : 10.1109/18.481788

T. Klingenbrunn and P. Mogensen, Modelling Cross-Correlated Sahdowing in Network SImulations, Proc. of IEEE Vehicular Technology Conf. (VTC Fall), 1999.

C. Fischione, M. Butussi, K. H. Johansson, K. Tekniska-hgskolan, C. Fischione et al., Power and rate control with outage constraints in CDMA wireless networks, IEEE Transactions on Communications, vol.57, issue.8, pp.225-229, 2007.
DOI : 10.1109/TCOMM.2009.08.070288

A. Alsawah and I. Fijalkow, Base-station and subcarrier assignment in two-cell OFDMA downlink under QoS fairness, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications, 2008.
DOI : 10.1109/PIMRC.2008.4699939

J. Kelif and M. Coupechoux, Cell breathing, sectorization and densification in cellular networks, 2009 7th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, 2009.
DOI : 10.1109/WIOPT.2009.5291600

R. Combes, Z. Altman, and E. Altman, Self-Organizing Relays: Dimensioning, Self-Optimization, and Learning, IEEE Transactions on Network and Service Management, vol.9, issue.4, pp.487-500, 2012.
DOI : 10.1109/TNSM.2012.082512.120252

O. Catoni, Sharp Large Deviations Estimates for Simulated Annealing Algorithms, Annales de l'institut Henri Poincaré (B) Probabilités et Statistiques, pp.291-383, 1991.