Research Article

AHP – Binary Linear Programming Approach for Multiple Criteria Real Estate Investment Planning

Volume: 3 Number: 2 December 31, 2019
EN

AHP – Binary Linear Programming Approach for Multiple Criteria Real Estate Investment Planning

Abstract

Capital allocation on real estate investments must be made after careful consideration. An investor can obtain a great amount of revenue with a good investment, however, an investment can result by waste of capital, which is spent on an unprofitable asset. There are different aspects of investments related to economic, legal, location and physical factors, which should be taken into account in assessment of possible investment options. In this study, real estate investment planning problem is considered as a multi-objective knapsack problem. An integrated AHP – Binary Linear Programming model is proposed to determine the best investment plan considering different criteria simultaneously. Within the proposed model, multi-criteria evaluation of investment alternatives is done by using Analytical Hierarchy Process and obtained criteria weights values are written as the objective function coefficient in the knapsack model. A real estate investment planning application, which contains 10 alternatives in Ankara, is presented to test the applicability of the proposed decision model. Obtained results are compared with the results obtained by only considering financial aspects of investment. 

Keywords

References

  1. Alanne, K., Selection of renovation actions using multi-criteria "knapsack" model, Automation in Construction, 13 (3), 377-391, (2004).
  2. Bakirli, B., Gencer, C., Aydoğan, E., A combined approach for fuzzy multi-objective multiple knapsack problems for defence project selection, Journal of the Operational Research Society, 65(7), 1001–1016, (2014).
  3. Bas E., A capital budgeting problem for preventing workplace mobbing by using analytic hierarchy process and fuzzy 0-1 bidimensional knapsack model, Expert Systems with Applications, 38(10), 12415-12422, (2011).
  4. Chang P.T., Lee J.H., A fuzzy DEA and knapsack formulation integrated model for project selection, Computers and Operations Research, 39 (1), 112-125, (2012).
  5. Dağdeviren, M., Yavuz, S., Kılınç, N., Weapon Selection Using the AHP and TOPSIS Methods Under Fuzzy Environment, Expert Systems with Applications, 36 (4), 8143–8151, (2009).
  6. de Souza, J.S., Neto, J.K., Filomena, T.P., Anzanello, M., A Non-Traditional Capital Investment Criteria-Based Method To Optimize A Portfolio Of Investments, International Journal of Industrial Engineering: Theory, Applications and Practice, 19(4), 193-203, (2012).
  7. Husbands, R., Ahmed, Q., Wang, J., Transmit antenna selection for massive MIMO: A knapsack problem formulation, 2017 IEEE International Conference on Communications (ICC), Paris, 1-6, (2017).
  8. Ic, Y.T., Özel, M., Kara I., An Integrated Fuzzy TOPSIS-Knapsack Problem Model for Order Selection in a Bakery, Arabian Journal of Science and Engineering, 47, 5321-5337, (2017).

Details

Primary Language

English

Subjects

Industrial Engineering

Journal Section

Research Article

Publication Date

December 31, 2019

Submission Date

November 15, 2019

Acceptance Date

January 6, 2020

Published in Issue

Year 2019 Volume: 3 Number: 2

APA
Ecer, B., Aktas, A., & Kabak, M. (2019). AHP – Binary Linear Programming Approach for Multiple Criteria Real Estate Investment Planning. Journal of Turkish Operations Management, 3(2), 283-289. https://izlik.org/JA52DB78KK
AMA
1.Ecer B, Aktas A, Kabak M. AHP – Binary Linear Programming Approach for Multiple Criteria Real Estate Investment Planning. JTOM. 2019;3(2):283-289. https://izlik.org/JA52DB78KK
Chicago
Ecer, Billur, Ahmet Aktas, and Mehmet Kabak. 2019. “AHP – Binary Linear Programming Approach for Multiple Criteria Real Estate Investment Planning”. Journal of Turkish Operations Management 3 (2): 283-89. https://izlik.org/JA52DB78KK.
EndNote
Ecer B, Aktas A, Kabak M (December 1, 2019) AHP – Binary Linear Programming Approach for Multiple Criteria Real Estate Investment Planning. Journal of Turkish Operations Management 3 2 283–289.
IEEE
[1]B. Ecer, A. Aktas, and M. Kabak, “AHP – Binary Linear Programming Approach for Multiple Criteria Real Estate Investment Planning”, JTOM, vol. 3, no. 2, pp. 283–289, Dec. 2019, [Online]. Available: https://izlik.org/JA52DB78KK
ISNAD
Ecer, Billur - Aktas, Ahmet - Kabak, Mehmet. “AHP – Binary Linear Programming Approach for Multiple Criteria Real Estate Investment Planning”. Journal of Turkish Operations Management 3/2 (December 1, 2019): 283-289. https://izlik.org/JA52DB78KK.
JAMA
1.Ecer B, Aktas A, Kabak M. AHP – Binary Linear Programming Approach for Multiple Criteria Real Estate Investment Planning. JTOM. 2019;3:283–289.
MLA
Ecer, Billur, et al. “AHP – Binary Linear Programming Approach for Multiple Criteria Real Estate Investment Planning”. Journal of Turkish Operations Management, vol. 3, no. 2, Dec. 2019, pp. 283-9, https://izlik.org/JA52DB78KK.
Vancouver
1.Billur Ecer, Ahmet Aktas, Mehmet Kabak. AHP – Binary Linear Programming Approach for Multiple Criteria Real Estate Investment Planning. JTOM [Internet]. 2019 Dec. 1;3(2):283-9. Available from: https://izlik.org/JA52DB78KK