题名

Comparative Analysis of Fuzzy Critical Path Method in Agriculture Project Management

DOI

10.6186/IJIMS.202103_32(1).0001

作者

M. Revathi;M. Valliathal

关键词

Project management ; fuzzy networking problem ; fuzzy number ; fuzzy critical path method ; agriculture project

期刊名称

International Journal of Information and Management Sciences

卷期/出版年月

32卷1期(2021 / 03 / 01)

页次

1 - 20

内容语文

英文

中文摘要

Agriculture is considered as a system that supplies valuable product and indefinite yields. It is essential to choose a suitable technique to maximize the yield and minimize losses in harvesting. Project management has techniques to assign activities that facilitate agriculture to standardize the quality, reduce expenses, develops the effectiveness and completes the project without delay. In this paper, an agriculture project has been constructed to minimize the cost of the project with the help of Fuzzy Critical Path Method (FCPM). Fuzzy numbers are more effective to deal with uncertainty which arises in the field of agriculture. Activities affecting the growth of saplings are identified, and a project network is drawn. The cost and duration of each activity is obtained from the observation. The expected duration for the completion of the project, total cost and the critical path is determined using a fuzzy network with generalized Trapezoidal fuzzy numbers, Heptagonal fuzzy number and Hendecagonal fuzzy number. The comparative analysis is done for a significant result of the fuzzy networking problem in agriculture project management.

主题分类 基礎與應用科學 > 資訊科學
社會科學 > 管理學
参考文献
  1. Huang, T. T,Huang, H. H.(2012).Fuzzy aggregation evaluation based on some fuzzy and statistical technique.International Journal of Information and Management Sciences,23(1),79-90.
    連結:
  2. Chanas, S.,Kuchta, D.(1996).Multi-objective programming in optimization of interval objective functions- A generalized approach.European Journal of Operational Research,94(3),594-598.
  3. Chanas, S.,Zielinski, P.(2001).Critical path analysis in the network with fuzzy activity times.Fuzzy Sets and Systems,122(2),195-204.
  4. Chen, S. H.(1985).Operations on fuzzy numbers with function principle.Tamkang Journal of Management Sciences,6(1),13-25.
  5. Chen, S. P.,Hsueh, Y. J.(2008).A simple approach to fuzzy critical path analysis in project networks.Applied Mathematical Modelling,32(7),1289-1297.
  6. Cheng, C. H.(1998).A new approach for ranking fuzzy numbers by distance method.Fuzzy Sets and Systems,95(3),307-317.
  7. Chitra, K.,Halder, P.(2017).Scheduling project crashing time using linear programming approach.International Journal of Research in Industrial Engineering,6(4),283-292.
  8. Detyniecki, M.,Yager, R. R.(2000).Ranking fuzzy numbers using α-weighted valuation.International Journal of Uncertainty Fuzziness and Knowledge-Based Systems,8(5),573-591.
  9. Dubois, D.,Prade, H.(1983).Ranking fuzzy numbers in the setting of possibility theory.Information Sciences,30(3),183-224.
  10. FAO(2015).The state of food insecurity in the world 2015.Rome:Food and Agricultural Organizations of United Nations.
  11. Gul, M.,Guneri, A. F.,Gunes, G.(2017).Project management in healthcare: A case study for patient flow evaluation in an emergency room using fuzzy CPM and fuzzy PERT.Sigma Journal of Engineering and Natural Sciences,8(1),41-51.
  12. Han, T. C.,Chung, C. C.,Liang, G. S.(2006).Application of fuzzy critical path method to airport’s cargo ground operation systems.Journal of Marine Science and Technology,14(3),139-146.
  13. Liang, G. S.,Han, T. C.(2004).Fuzzy critical path for project network.Information and Management Sciences,15(4),29-40.
  14. Liu, Q.,Xu, J.(2008).A study on vehicle routing problem in the delivery of fresh agricultural products under random fuzzy environment.International Journal of Information and Management Sciences,19(4),673-690.
  15. Lu, H. W,Wang, C. B.(2005).An index for ranking fuzzy numbers by belief feature.Information and Management Sciences,16(3),57-70.
  16. Mazlum, M.,Guneri, A. F.(2015).CPM, PERT and Project Management with fuzzy logic technique and implementation on a business.Procedia-Social and Behavioral Sciences,210,348-357.
  17. Monjezi, N.,Sheikhdavoodi, M. J.,Basirzadeh, H.,Zakidizaji, H.(2012).Analysis and evaluation of mechanized greenhouse construction project using CPM methods.Research Journal of Applied Sciences, Engineering and Technology,4(18),3267-3273.
  18. Narayanamoorthy, S.,Maheswari, S.(2012).Fuzzy critical path method (FCPM) based on san-guansat and chen ranking method and centroid method.International Journal of Mathematical Archive,3(11),4737-4743.
  19. Rathi, K.,Balamohan, S.(2016).Comparative study of arithmetic nature of heptagonal fuzzy numbers.Asian Journal of Research in Social Sciences and Humanities,6(7),238-254.
  20. Rathi, K.,Balamohan, S.(2014).Representation and ranking of fuzzy numbers with heptagonal membership function using value and ambiguity index.Applied Mathematical Sciences,8(87),4309-4321.
  21. Ravi Shankar, N.,Sireesha, V.,Phani Bushan Rao, P.(2010).Critical path analysis in the fuzzy project network.Advances in Fuzzy Mathematics,5(3),285-294.
  22. Revathi, M.,Saravanan, R.(2013).Optimal solution for fuzzy networking problem using ranking method.International journal of current Research,5(7),1794-1796.
  23. Revathi, M.,Valliathal, M.(2020).A new approach to find optimal solution of fuzzy assignment problem using penalty method for hendecagonal fuzzy number.International Journal of Fuzzy Computation and Modelling,3(1),61-74.
  24. Revathi, M.,Valliathal, M.(2020).Pre-training analysis for students placement training using hendecagonal fuzzy number with similarity measure.International Journal of Services and Operations Management
  25. Revathi, M.,Valliathal, M.,Saravanan, R.,Rathi, K.(2017).A new hendecagonal fuzzy number for optimization problems.International Journal of Trend in scientific Research and Development,1(5),326-332.
  26. Shieh, B. S.(2007).An approach to centroids of fuzzy numbers.International Journal of Fuzzy Systems,9(1),51-54.
  27. Smith, P.(1984).Agricultural Project Management: Monitoring and Control of Implementation.London:Elsevier Applied Science Publisher.
  28. Takebira, U.M.,Mohibullah, A.T.M.(2017).Using critical path method for making process layout of a T-Shirt within earliest finish time.Journal of Textile Science and Engineering,7(5),1-5.
  29. Thorani, Y. L. P.,Phani Bushan Ra, P.,Ravi Shankar, N.(2012).Ordering generalized trapezoidal fuzzy numbers.International Journal of Contemporary Mathematical Sciences,7(12),555-573.
  30. Wang, Y. M.,Yang, J. B.,Xu, D. L.,Chin, K. S.(2006).On the centroids of fuzzy numbers.Fuzzy Sets and Systems,157(7),919-926.
  31. Yager, R. R.(1986).A characterization of the extension principle.Fuzzy Sets and Systems,18(3),205-217.
  32. Yao, J. S.,Lin, F. T.(2000).Fuzzy critical path method based on signed distance ranking of fuzzy numbers.IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans,30(1),76-82.
  33. Zadeh, L. A.(1965).Fuzzy sets.Information and Control,8(3),338-353.
  34. Zareei, S.(2018).Project scheduling for constructing biogas plant using critical path method.Renewable and Sustainable Energy Reviews,81(1),756-759.