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Robust parameter settings of evolutionary algorithms for the optimisation of agricultural systems models

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  • Mayer, D. G.
  • Belward, J. A.
  • Burrage, K.

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  • Mayer, D. G. & Belward, J. A. & Burrage, K., 2001. "Robust parameter settings of evolutionary algorithms for the optimisation of agricultural systems models," Agricultural Systems, Elsevier, vol. 69(3), pages 199-213, September.
    • Handle: RePEc:eee:agisys:v:69:y:2001:i:3:p:199-213
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    1. Mayer, D. G. & Schoorl, D. & Butler, D. G. & Kelly, A. M., 1991. "Efficiency and fractal behaviour of optimisation methods on multiple-optima surfaces," Agricultural Systems, Elsevier, vol. 36(3), pages 315-328.
    2. Parsons, D. J., 1998. "Optimising silage harvesting plans in a grass and grazing simulation using the revised simplex method and a genetic algorithm," Agricultural Systems, Elsevier, vol. 56(1), pages 29-44, January.
    3. D.G. Mayer & J.A. Belward & K. Burrage, 1998. "Optimizing simulation models of agricultural systems," Annals of Operations Research, Springer, vol. 82(0), pages 219-232, August.
    4. Paz, J. O. & Batchelor, W. D. & Babcock, B. A. & Colvin, T. S. & Logsdon, S. D. & Kaspar, T. C. & Karlen, D. L., 1999. "Model-based technique to determine variable rate nitrogen for corn," Agricultural Systems, Elsevier, vol. 61(1), pages 69-75, July.
    5. Mayer, D. G. & Belward, J. A. & Widell, H. & Burrage, K., 1999. "Survival of the fittest--genetic algorithms versus evolution strategies in the optimization of systems models," Agricultural Systems, Elsevier, vol. 60(2), pages 113-122, May.
    6. Mayer, D. G. & Belward, J. A. & Burrage, K., 1996. "Use of advanced techniques to optimize a multi-dimensional dairy model," Agricultural Systems, Elsevier, vol. 50(3), pages 239-253.
    7. Mayer, D.G. & Belward, J.A. & Burrage, K., 1998. "Tabu search not an optimal choice for models of agricultural systems," Agricultural Systems, Elsevier, vol. 58(2), pages 243-251, October.
    8. L. Ingber, 1993. "Simulated annealing: Practice versus theory," Lester Ingber Papers 93sa, Lester Ingber.
    9. Botes, J. H. F. & Bosch, D. J. & Oosthuizen, L. K., 1996. "A simulation and optimization approach for evaluating irrigation information," Agricultural Systems, Elsevier, vol. 51(2), pages 165-183, June.
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    Cited by:

    1. Madan Jha & Gaurav Nanda & Manoj Samuel, 2004. "Determining Hydraulic Characteristics of Production Wells using Genetic Algorithm," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 18(4), pages 353-377, August.
    2. Bergez, J. -E. & Garcia, F. & Lapasse, L., 2004. "A hierarchical partitioning method for optimizing irrigation strategies," Agricultural Systems, Elsevier, vol. 80(3), pages 235-253, June.
    3. Mayer, D. G. & Kinghorn, B. P. & Archer, A. A., 2005. "Differential evolution - an easy and efficient evolutionary algorithm for model optimisation," Agricultural Systems, Elsevier, vol. 83(3), pages 315-328, March.
    4. West, Jason, 2019. "Multi-criteria evolutionary algorithm optimization for horticulture crop management," Agricultural Systems, Elsevier, vol. 173(C), pages 469-481.
    5. Lehmann, Niklaus & Finger, Robert, 2012. "Optimizing whole-farm management considering price and climate risks," 123rd Seminar, February 23-24, 2012, Dublin, Ireland 122533, European Association of Agricultural Economists.
    6. Loonen, Willem & Heuberger, Peter S.C. & Bakema, Aldrik H. & Schot, Paul, 2006. "Application of a genetic algorithm to minimize agricultural nitrogen deposition in nature reserves," Agricultural Systems, Elsevier, vol. 88(2-3), pages 360-375, June.
    7. West, J., 2018. "Multi-criteria evolutionary algorithm optimization in horticulture crop management," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 276940, International Association of Agricultural Economists.
    8. Adeyemo, Josiah & Otieno, Fred, 2010. "Differential evolution algorithm for solving multi-objective crop planning model," Agricultural Water Management, Elsevier, vol. 97(6), pages 848-856, June.
    9. Lehmann, Niklaus & Finger, Robert & Klein, Tommy & Calanca, Pierluigi & Walter, Achim, 2012. "Adapting Towards Climate Change: A Bioeconomic Analysis of Winterwheat and Grain Maize," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126483, International Association of Agricultural Economists.
    10. Lehmann, Niklaus & Finger, Robert & Klein, Tommy & Calanca, Pierluigi & Walter, Achim, 2013. "Adapting crop management practices to climate change: Modeling optimal solutions at the field scale," Agricultural Systems, Elsevier, vol. 117(C), pages 55-65.
    11. Yingxue Rao & Min Zhou & Chunxia Cao & Shukui Tan & Yan Song & Zuo Zhang & Deyi Dai & Guoliang Ou & Lu Zhang & Xin Nie & Aiping Deng & Zhuoma Cairen, 2019. "Exploring the quantitive relationship between economic benefit and environmental constraint using an inexact chance-constrained fuzzy programming based industrial structure optimization model," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 2199-2220, July.

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