Fuzzy goal programming based genetic algorithm approach to nutrient management for rice crop planning

International Journal of Production Economics

Volumn 121, Issue 1, 2009, Pages 224-232

  Sharma, Dinesh K ^a   Jana, R K ^b  

^a UNIVERSITY OF MARYLAND EASTERN SHORE   (United States)

^b George Mason University   (United States)

Author keywords

Fertilizer combination; Fuzzy goal programming; Genetic algorithm; Rice crop planning

Indexed keywords

DECISION MAKING PROCESS; DETERMINISTIC EQUIVALENTS; FUZZY GOAL; FUZZY GOAL PROGRAMMING; FUZZY MODELS; GENETIC ALGORITHM APPROACH; NUTRIENT MANAGEMENT; OPTIMAL COMBINATION; REAL CODED GA; RICE CROP PLANNING; RICE CROPS; RICE YIELD;

CROPS; DECISION MAKING; FERTILIZERS; GENETIC ALGORITHMS; MEMBERSHIP FUNCTIONS; NUTRIENTS;

PLANNING;

EID: 69249215158     PISSN: 09255273     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijpe.2009.05.009     Document Type: Article

References (34)

1. Baykasoǧlu A., and Göçken T. A tabu search approach to fuzzy goal programs and an application to aggregate production planning. Engineering Optimization 38 2 (2006) 155-177
2. Biswas A., and Pal B.B. Application of fuzzy goal programming technique to land use planning in agricultural system. Omega 33 (2005) 391-398
3. Charnes A., and Cooper W.W. Management Models and Industrial Application of Linear Programming (1961), John Wiley & Sons Inc., New York
4. Dawe, D., Dobberman, A., 1998. Defining productivity and yield, International Rice Research Institute Discussion Paper Series No. 33, Los Baños, Laguna.
5. Esaki, O., Ozkarahan, I., 2007. Design of manufacturing cells for uncertain production requirements with presence of routing flexibility. In: Lecture Notes in Artificial Intelligence, vol. 4682, pp. 670-681.
6. Fertilizer use by crop in India, Food and Agriculture Organization (FAO) of the United Nations, Rome, 2005.
7. Gen M., Ida K., Lee J., and Kim J. Fuzzy nonlinear goal programming using genetic algorithm. Computers and Industrial Engineering 33 1-2 (1997) 39-42
8. Ghosh D., Pal B.B., and Basu M. Determination of optimal land allocation in agriculture planning through goal programming with penalty functions. Opsearch 30 1 (1993) 15-34
9. Ghosh D., Pal B.B., and Basu M. Determination of optimal solution for a MCDM model in agriculture planning: a strategy. International Journal of Management and System 11 2 (1995) 267-283
10. Ghosh D., Sharma, Dinesh K., and Mattison D. Goal programming formulation in nutrient management for rice production. International Journal of Production Economics 95 1 (2005) 1-7
11. Goldberg D.E. Genetic Algorithms. Search, Optimization and Machine Learning (1989), Addison-Wesley, New York
12. Hannan E.L. On fuzzy goal programming. Decision Sciences 12 (1981) 522-531
13. Ignizio J.P. Goal Programming and Extensions (1976), Lexington Books, Lexington, Mass
14. Ijiri Y. Management Goals and Accounting for Control (1965), North Holland, Amsterdam
15. Jana R.K., and Biswal M.P. Genetic based fuzzy goal programming for multiobjective chance constrained programming problems with continuous random variables. International Journal of Computer Mathematics 83 2 (2006) 171-179
16. Kim J.S., and Whang K. A tolerance approach to the fuzzy goal programming problems with unbalanced triangular membership function. European Journal of Operational Research 107 (1998) 614-624
17. Lee S.M. Goal Programming for Decision Analysis (1972), Auerbach, Philadelphia
18. Minguez M.I., Romero C., and Domingo J. Determining optimum fertilizer combinations through goal programming with penalty functions: an application to sugar beet production in Spain. The Journal of Operational Research Society 39 1 (1988) 61-70
19. Narasimhan R. Goal programming in a fuzzy environment. Decision Sciences 11 (1980) 325-326
20. Pal B.B., and Moitra B.N. Fuzzy goal programming approach to long-term land allocation planning problem in agricultural system: a case study. Proceedings of the Fifth International Conference on Advances in Pattern Recognition (2003), Allied Publishers Pvt. Ltd. 441-447
21. Rehman T., and Romero C. Multi-criteria decision-making techniques and their role in livestock ration formulation. Agricultural System 15 (1984) 23-49
22. Rehman T., and Romero C. Goal programming with penalty functions and livestock ration formulation. Agricultural System 23 (1987) 117-132
23. Romero C. A survey of generalized goal programming (1970-1982). European Journal of Operational Research 25 (1986) 183-191
24. Romero C. Handbook of Critical Issues in Goal Programming (1991), Pergamon Press, Oxford
25. Sharma D.K., Alade J.A., and Vasishta H. Applications of multiobjective programming in MS/OR. Acta Ciencia Indica XXV M 2 (1999) 225-228
26. Sharma D.K., Ghosh D., and Alade J.A. Management decision-making for sugar cane fertilizer mix problems through goal programming. Journal of Applied Mathematics and Computing 13 1-2 (2003) 323-334
27. Sinha S.B., Rao K.A., and Mangaraj B.K. Fuzzy goal programming in multi-criteria decision systems: a case study in agriculture planning. Socio-Economic Planning Sciences 22 2 (1988) 93-101
28. Slowinski R. A multicriteria fuzzy linear programming method for water supply system development planning. Fuzzy Sets and Systems 19 (1986) 217-237
29. Stewart T.J., Janssen R., and van Herwijnen M. A genetic algorithm approach to multiobjective land use planning. Computers & Operations Research 31 (2004) 2293-2313
30. Tamiz M., and Jones D.F. A review of goal programming and its applications. Annals of Operations Research 58 (1995) 39-53
31. Tiwari K.N. Rice production and nutrient management in India. Better Crops International 16 (2002) 18-23
32. Wheeler B.M., and Russell J.R.M. Goal programming and agricultural planning. Operational Research Quartile 28 1 (1977) 21-32
33. Yang L., Jones B.F., and Yang S.H. A fuzzy multi-objective programming for optimization of fire station locations through genetic algorithms. European Journal of Operational Research 181 (2007) 903-915
34. Zheng D.W., Gen M., and Ida K. Evolution program for nonlinear goal programming. Computers and Industrial Engineering 31 3-4 (1996) 907-911