W. Arthur, The Nature of Technology: What It Is and How It Evolves, 2009.

O. Balci, Verification, Validation, and Testing, Handbook of Simulation: Principles, Methodology, Advances, Applications, and Practice Ed J Banks, pp.335-393, 1998.
DOI : 10.1002/9780470172445.ch10

M. Batty, . Andrey, P. Giordano, and . Vancheri, Fifty Years of Urban modelling : Macro-Statics to Macro-Dynamics, The Dynamics of Complex Urban Systems Eds A Albeverio, pp.1-21, 2008.

B. Berry, CITIES AS SYSTEMS WITHIN SYSTEMS OF CITIES, Papers in Regional Science, vol.13, issue.1, pp.147-163, 1964.
DOI : 10.1111/j.1435-5597.1964.tb01283.x

P. Bourgine, D. Chavalarias, and E. Perrier, French Roadmap for complex Systems, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00392486

A. Bretagnolle, E. Daudé, and D. Pumain, La complexit?? dans les syst??mes urbains : de la th??orie au mod??le, Cybergeo, issue.335, 2006.
DOI : 10.4000/cybergeo.2420

A. Bretagnolle and D. Pumain, Simulating Urban Networks through Multiscalar Space-Time Dynamics: Europe and the United States, 17th-20th Centuries, Urban Studies, vol.24, issue.12900, pp.47-2819, 2010.
DOI : 10.1177/0042098010377366

B. Calvez and G. Hutzler, Automatic Tuning of Agent-Based Models Using Genetic Algorithms, Multi-Agent-Based Simulation VI, pp.41-57, 2006.
DOI : 10.1007/11734680_4
URL : https://hal.archives-ouvertes.fr/hal-00340480

F. Castiglione, F. Pappalardo, M. Bernaschi, and S. Motta, Optimization of HAART with genetic algorithms and agent-based models of HIV infection, Bioinformatics, vol.23, issue.24, pp.3350-3355, 2007.
DOI : 10.1093/bioinformatics/btm408

W. Christaller, Die Zentralen Orte in Süddeutschland Eine ökonomisch-geographische Untersuchung über die Gesetzmä?igkeit der Verbreitung und Entwicklung der Siedlungen mit städtischen Funktionen, 1933.

A. Crooks, C. Castle, and M. Batty, Key challenges in agent-based modelling for geo-spatial simulation, Computers, Environment and Urban Systems, vol.32, issue.6, pp.417-430, 2008.
DOI : 10.1016/j.compenvurbsys.2008.09.004

R. Duboz, D. Versmisse, M. Travers, E. Ramat, and Y. Shin, Application of an evolutionary algorithm to the inverse parameter estimation of an individual-based model, Ecological Modelling, vol.221, issue.5, pp.840-849, 2010.
DOI : 10.1016/j.ecolmodel.2009.11.023

M. Emmerich, N. Beume, B. Naujoks, . Deb, and . Thiele, An EMO Algorithm Using the Hypervolume Measure as Selection Criterion, Evolutionary Multi-Criterion Optimization Eds E Zitzler, pp.62-76, 2005.
DOI : 10.1007/978-3-540-31880-4_5

O. Espinosa, A Genetic Algorithm for the Calibration of a Micro-Simulation Model" arXiv, preprint arXiv:1201Gibrat Revisited: An Urban Growth Model including Spatial Interaction and Innovation Cycles, Geographical Analysis, vol.3456, issue.3, pp.43-261, 2011.

R. Fletcher, Settlement archaeology: World???wide comparisons, World Archaeology, vol.33, issue.2, pp.59-83, 1986.
DOI : 10.1080/00438243.1970.9979472

C. Fonseca, L. Paquete, and M. López-ibánez, An Improved Dimension-Sweep Algorithm for the Hypervolume Indicator, 2006 IEEE International Conference on Evolutionary Computation, pp.1157-1163, 2006.
DOI : 10.1109/CEC.2006.1688440

A. J. Heppenstall, A. T. Crooks, L. M. See, and M. Batty, Agent-based models of geographical systems, 2011.
DOI : 10.1007/978-90-481-8927-4

A. J. Heppenstall, A. J. Evans, and M. Birkin, Genetic Algorithm Optimisation of An Agent-Based Model for Simulating a Retail Market, Environment and Planning B: Planning and Design, vol.14, issue.3, pp.1051-1070, 2007.
DOI : 10.1068/b32068

R. Hinterding, Gaussian mutation and self-adaption for numeric genetic algorithms, Proceedings of 1995 IEEE International Conference on Evolutionary Computation, p.384, 1995.
DOI : 10.1109/ICEC.1995.489178

G. Johnson, Aspects of Regional Analysis in Archaeology, Annual Review of Anthropology, vol.6, issue.1, pp.479-508, 1977.
DOI : 10.1146/annurev.an.06.100177.002403

L. Liu, Settlement Patterns, Chiefdom Variability, and the Development of Early States in North China, Journal of Anthropological Archaeology, vol.15, issue.3, pp.237-288, 1996.
DOI : 10.1006/jaar.1996.0010

J. Marcus and J. A. Sabloff, The ancient city: New Perspectives on Urbanism in the Old and New World, 2008.

Z. Naujoks, N. Beume, and M. Emmerich, Multi-objective Optimisation using S-metric Selection: Application to three-dimensional Solution Spaces, 2005 IEEE Congress on Evolutionary Computation, pp.1282-1289, 2005.
DOI : 10.1109/CEC.2005.1554838

E. Pennisi, Conquering by Copying, Science, vol.328, issue.5975, p.165, 2010.
DOI : 10.1126/science.328.5975.165

A. D. Pietro, L. While, L. Barone, D. Pietro, A. While et al., Applying evolutionary algorithms to problems with noisy, time-consuming fitness functions, Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753), pp.1254-1261, 2004.
DOI : 10.1109/CEC.2004.1331041

D. Pumain, The evolution of City systems, between History and Dynamics, International Journal of Environmental Creation, vol.12, issue.1, pp.1-12, 2009.

D. Pumain, L. Sanders, A. Bretagnolle, B. Glisse, H. Mathian et al., The Future of Urban Systems, Complexity perspectives on innovation and social change, pp.331-359, 2009.

D. Pumain, L. Sanders, C. Renfrew, and T. Poston, Theoretical principles in inter-urban simulation models: a comparisonDiscontinuities in the endogenous change of settlement pattern, Transformations: Mathematical approaches to culture change, pp.437-461, 1979.

R. Reuillon, F. Chuffart, M. Leclaire, T. Faure, N. Dumoulin et al., Declarative task delegation in OpenMOLE, 2010 International Conference on High Performance Computing & Simulation, pp.55-62, 2010.
DOI : 10.1109/HPCS.2010.5547155

R. Reuillon, M. Leclaire, and S. Rey-coyrehourcq, OpenMOLE, a workflow engine specifically tailored for the distributed exploration of simulation models, Future Generation Computer Systems, vol.29, issue.8, pp.29-1981, 2013.
DOI : 10.1016/j.future.2013.05.003
URL : https://hal.archives-ouvertes.fr/hal-00840744

. Rey-coyrehourcq, Simprocess, a integrated method to validate Agent-based models in geography PhD in progress, p.an approach, 1973.

L. Sanders, D. Pumain, H. Mathian, F. Guérin-pace, and S. Bura, SIMPOP: a multiagent system for the study of urbanism, Environment and Planning B: Planning and Design, vol.24, issue.2, pp.287-305, 1997.
DOI : 10.1068/b240287

L. Sanders, Objets géographiques et simulation agent, entre thématique et méthodologie" Revue Internationale de Géomatique, pp.135-160, 2007.
DOI : 10.3166/geo.17.135-160

L. Sanders, Regards croisés de géographes, économistes et archéologues sur la hiérarchie des systèmes de peuplement : de l'empirie aux systèmes complexes, Région et Développement, vol.36, pp.127-146

R. Sargent, Verification and validation of simulation models, Proceedings of the 37th conference on Winter simulation, pp.130-143, 2005.

C. Schmitt, F. Sorbonne, V. Sharma, D. Swayne, D. Lam et al., Modeling settlement systems dynamics : From SimpopLocal to SimpopNet PhDAuto-calibration of hydrological models using high performance computingOn a class of Skewed Distribution Functions, Proceedings of the 3rd Biennial meeting of the International Environmental Modelling and Software Society Simon H, pp.42-425, 1955.

D. P. Solomatine, Y. B. Dibike, and N. Kukuric, Automatic calibration of groundwater models using global optimization techniques, Hydrological Sciences Journal, vol.22, issue.2, pp.44-879, 1999.
DOI : 10.1080/02626669909492287

F. Stonedahl, W. Wilensky, and U. , Genetic Algorithms for the Exploration of Parameter Spaces in Agent- Based Models PhD Thesis, Northwestern University of Illinois Stonedahl F,Evolving viral marketing strategies, Proceedings of the 12th annual conference on Genetic and evolutionary computation, pp.2010-1195, 2011.

F. Stonedahl and U. Wilensky, Evolutionary robustness checking in the artificial Anasazi model, Proceedings of the AAAI fall symposium on complex adaptive systems: Resilience, robustness, and evolvability Turchin P, 2003, Historical Dynamics: Why States Rise and Fall, p.2010

P. Verhulst, Recherches mathématiques sur la loi d'accroissement de la population, Nouveaux Mémoires de l'Academie Royale des Sciences et Belles-Lettres de Bruxelles, pp.1-41, 1845.

A. Wilson, A Family of Spatial Interaction Models, and Associated Developments, Environment and Planning A, vol.3, issue.1, pp.1-32, 1971.
DOI : 10.1068/a030001

D. Whitley, R. S. Heckendorn, and R. , Island model genetic algorithms and linearly separable problems, Evolutionary Computing: AISB International Workshop, pp.109-125, 1997.
DOI : 10.1007/BFb0027170
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.18.6132

E. Zitzler and L. Thiele, Multiobjective optimization using evolutionary algorithms ??? A comparative case study, Proceeding of the 5th International Conference on Parallel Problem Solving from Nature-PPSN V, pp.292-301, 1998.
DOI : 10.1007/BFb0056872
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.34.7456