M. M. Al-kaisi, A. Berrada, and M. Stack, Evaluation of irrigation scheduling program and spring wheat yield response in southwestern Colorado, Agricultural Water Management, vol.34, issue.2, pp.137-148, 1997.
DOI : 10.1016/S0378-3774(97)00010-3

R. G. Allen, L. S. Pereira, D. Raes, and M. Smith, Crop Evapotranspiration: Guidelines for computing crop water requirements. Irrigation and Drainage Paper No, 1998.

M. Almiñana, L. F. Escudero, M. Landete, J. F. Monge, A. Rabasa et al., WISCHE: A DSS for water irrigation scheduling, Omega, vol.38, issue.6, pp.492-500, 2010.
DOI : 10.1016/j.omega.2009.12.006

A. A. Anwar and D. Clarke, Irrigation Scheduling Using Mixed-Integer Linear Programming, Journal of Irrigation and Drainage Engineering, vol.127, issue.2, pp.63-69, 2001.
DOI : 10.1061/(ASCE)0733-9437(2001)127:2(63)

A. A. Anwar and T. T. De-vries, Irrigation Scheduling. II: Heuristics Approach, Journal of Irrigation and Drainage Engineering, vol.130, issue.1, pp.17-25, 2004.
DOI : 10.1061/(ASCE)0733-9437(2004)130:1(17)

S. Belaqziz, S. Khabba, S. Er-raki, L. Jarlan, L. Page et al., A new irrigation priority index based on remote sensing data for assessing the networks irrigation scheduling, Agricultural Water Management, vol.119, pp.1-9, 2013.
DOI : 10.1016/j.agwat.2012.12.011

Y. M. Chen, Management of water resources using improved genetic algorithms, Computers and Electronics in Agriculture, vol.18, issue.2-3, 1997.
DOI : 10.1016/S0168-1699(97)00024-0

B. Duchemin, R. Hadria, S. Erraki, G. Boulet, P. Maisongrande et al., Monitoring wheat phenology and irrigation in Central Morocco: On the use of relationships between evapotranspiration, crops coefficients, leaf area index and remotely-sensed vegetation indices, Agricultural Water Management, vol.79, issue.1, pp.1-27, 2006.
DOI : 10.1016/j.agwat.2005.02.013

A. Elferchichi, O. Gharsallah, I. Nouiri, F. Lebdi, and N. Lamaddalena, The genetic algorithm approach for identifying the optimal operation of a multi-reservoirs on-demand irrigation system, Biosystems Engineering, vol.102, issue.3, pp.334-344, 2009.
DOI : 10.1016/j.biosystemseng.2008.12.009

S. Er-raki, A. Chehbouni, and B. Duchemin, Combining Satellite Remote Sensing Data with the FAO-56 Dual Approach for Water Use Mapping In Irrigated Wheat Fields of a Semi-Arid Region, Remote Sensing, vol.2, issue.1, pp.375-387, 2010.
DOI : 10.3390/rs2010375

S. Er-raki, A. Chehbouni, S. Khabba, V. Simonneaux, L. Jarlan et al., Assessment of reference evapotranspiration methods in semi-arid regions: Can weather forecast data be used as alternate of ground meteorological parameters?, Journal of Arid Environments, vol.74, issue.12, pp.1587-1596, 2010.
DOI : 10.1016/j.jaridenv.2010.07.002

URL : https://hal.archives-ouvertes.fr/ird-00610374

N. K. Garg and A. Ali, Two-level optimization model for Lower Indus Basin, Agricultural Water Management, vol.36, issue.1, pp.1-21, 1998.
DOI : 10.1016/S0378-3774(97)00057-7

N. K. Gontia, K. N. Tiwari, R. Hadria, S. Khabba, A. Lahrouni et al., Development of crop water stress index of wheat crop for scheduling irrigation using infrared thermometry Agric. Water Manag Calibration and validation of the shoot growth module of STICS crop model: application to manage water irrigation in the Haouz plain, pp.1144-1152, 2007.

N. Hansen, A. Auger, P. P. Ros, and S. Finck, Comparing results of 31 algorithms from the black-box optimization benchmarking BBOB-2009, Proceedings of the 12th annual conference comp on Genetic and evolutionary computation, GECCO '10, pp.1689-1696, 2010.
DOI : 10.1145/1830761.1830790

URL : https://hal.archives-ouvertes.fr/hal-00545727

N. Hansen, S. D. Müller, and P. Koumoutsakos, Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES), Evolutionary Computation, vol.11, issue.1, pp.1-18, 2003.
DOI : 10.1162/106365601750190398

T. Hess, A microcomputer scheduling program for supplementary irrigation, Computers and Electronics in Agriculture, vol.15, issue.3, 1996.
DOI : 10.1016/0168-1699(96)00019-1

L. Jarlan, F. Driouech, Y. Tourre, B. Duchemin, M. Bouysse et al., Spatio-temporal variability of vegetation cover over Morocco (1982-2008): linkages with large scale climate and predictability, International Journal of Climatology, vol.23, issue.1, pp.1245-1261
DOI : 10.1002/joc.3762

M. H. Kharrou, S. Er-raki, A. Chehbouni, B. Duchemin, S. Simonneaux et al., Water use efficiency and yield of winter wheat under different irrigation regimes in a semi-arid region, Agricultural Sciences, vol.02, issue.03, pp.273-282, 2011.
DOI : 10.4236/as.2011.23036

URL : https://hal.archives-ouvertes.fr/ird-01199043

S. F. Kuo, G. Merkleyb, P. Liu, and C. W. , Decision support for irrigation project planning using a genetic algorithm, Agricultural Water Management, vol.45, issue.3, pp.243-266, 2000.
DOI : 10.1016/S0378-3774(00)00081-0

S. Mangiarotti, R. Coudret, L. Drapeau, and L. Jarlan, Polynomial search and Global modelling: two algorithms for modeling chaos Optimal Operation Scheduling of Irrigation Canals Using Genetic Algorithm, Physical Review E International Journal of Recent Trends in Engineering, vol.86, issue.6, pp.11-15, 2009.

S. Mohan and N. Arumugan, Expert system applications in irrigation management: an overview, Computers and Electronics in Agriculture, vol.17, issue.3, pp.263-280, 1997.
DOI : 10.1016/S0168-1699(97)01309-4

G. Naadimuthua, A heuristic dynamic optimization algorithm for irrigation scheduling, Mathematical and Computer Modelling, vol.30, issue.7-8, pp.169-183, 1999.
DOI : 10.1016/S0895-7177(99)00172-7

J. B. Nixon, G. C. Dandy, and A. R. Simpson, A genetic algorithm for optimizing offfarm irrigation scheduling, J. Hydroinform, vol.3, issue.1, pp.11-22, 2001.

O. Shaughnessy, S. A. Evett, S. R. Colaizzi, P. D. Howell, and T. A. , A crop water stress index and time threshold for automatic irrigation scheduling of grain sorghum, Agricultural Water Management, vol.107, pp.122-132, 2012.
DOI : 10.1016/j.agwat.2012.01.018

M. Paly and A. Zell, Optimal Irrigation Scheduling with Evolutionary Algorithms, proceeding of: Applications of Evolutionary Computing, pp.142-151, 2009.
DOI : 10.1007/978-3-642-01129-0_18

E. Playan and L. Mateos, Modernization and optimization of irrigation systems to increase water productivity, Agricultural Water Management, vol.80, issue.1-3, pp.100-116, 2006.
DOI : 10.1016/j.agwat.2005.07.007

J. M. Reddy, B. Wilamowski, and F. Sharmasarakar, Optimal scheduling of irrigation for lateral canals, ICID Journal, vol.48, issue.3, pp.1-12, 1999.

C. Santhia and N. V. Pundarikanthan, A new planning model for canal scheduling of rotational irrigation, Agricultural Water Management, vol.43, issue.3, pp.327-343, 2000.
DOI : 10.1016/S0378-3774(99)00065-7

W. H. Schlesinger, J. F. Reynolds, G. L. Cunningham, L. F. Huenneke, W. M. Jarrell et al., Biological Feedbacks in Global Desertification, Science, vol.247, issue.4946, pp.1043-1048, 1990.
DOI : 10.1126/science.247.4946.1043

S. Shang and X. Mao, Application of a simulation based optimization model for winter wheat irrigation scheduling in North China, Agricultural Water Management, vol.85, issue.3, pp.314-322, 2006.
DOI : 10.1016/j.agwat.2006.05.015

M. Sharif and R. Wardlaw, Multireservoir Systems Optimization Using Genetic Algorithms: Case Study, Journal of Computing in Civil Engineering, vol.14, issue.4, pp.255-263, 2000.
DOI : 10.1061/(ASCE)0887-3801(2000)14:4(255)

M. Cherkaoui, M. H. Kharrou, B. Berjami, A. K. Chehbouni, N. Kumar et al., Estimation spatialisée de l'Evapotranspiration des cultures irriguées par télédétection Application à la gestion de l'Irrigation dans la plaine du Haouz (Marrakech, Maroc) Sécheresse Irrigation Planning using Genetic Algorithms, Srinivasa Raju, Water. Resour. Manag, vol.20, issue.182, pp.123-130, 2004.

A. R. Suryavanshi and J. M. Reddy, Optimal operation schedule of irrigation distribution systems, Agricultural Water Management, vol.11, issue.1, pp.23-30, 1986.
DOI : 10.1016/0378-3774(86)90033-8

A. Taky, J. C. Mailhol, A. Debbarh, S. Bouarfa, A. Hammani et al., Diagnostic des pratiques d'irrigation gravitaire et possibilités d'amélioration dans le Gharb au Maroc Irrigation network planning using linear programming, Actes du Séminaire Modernisation de l'Agriculture Irriguéee Proceedings of the 12th International Conference on Environmental Science and Technology, pp.8-10, 2004.

U. Haq, Z. Anwar, A. A. Clarke, and D. , Evaluation of a Genetic Algorithm for the Irrigation Scheduling Problem, Journal of Irrigation and Drainage Engineering, vol.134, issue.6, pp.737-744, 2008.
DOI : 10.1061/(ASCE)0733-9437(2008)134:6(737)

Z. Wang, J. M. Reddy, and J. Feyen, Improved 0?1 programming model for optimal flow scheduling in irrigation canals, Irrigation and Drainage Systems, vol.11, issue.1, pp.105-116, 1995.
DOI : 10.1007/BF00881670

R. Wardlaw and K. Bhaktikul, Comparison of Genetic Algorithm and Linear Programming Approaches for Lateral Canal Scheduling, Journal of Irrigation and Drainage Engineering, vol.130, issue.4, pp.311-317, 2004.
DOI : 10.1061/(ASCE)0733-9437(2004)130:4(311)