TY - JOUR T1 - AHP – Binary Linear Programming Approach for Multiple Criteria Real Estate Investment Planning AU - Aktas, Ahmet AU - Ecer, Billur AU - Kabak, Mehmet PY - 2019 DA - December Y2 - 2020 JF - Journal of Turkish Operations Management JO - JTOM PB - METE GÜNDOĞAN WT - DergiPark SN - 2630-6433 SP - 283 EP - 289 VL - 3 IS - 2 LA - en AB - Capital allocation on real estate investments must be made aftercareful consideration. An investor can obtain a great amount of revenue with agood investment, however, an investment can result by waste of capital, whichis spent on an unprofitable asset. There are different aspects of investments relatedto economic, legal, location and physical factors, which should be taken intoaccount in assessment of possible investment options. In this study, realestate investment planning problem is considered as a multi-objective knapsackproblem. An integrated AHP – Binary Linear Programming model is proposed todetermine the best investment plan considering different criteriasimultaneously. Within the proposed model, multi-criteria evaluation ofinvestment alternatives is done by using Analytical Hierarchy Process andobtained criteria weights values are written as the objective functioncoefficient in the knapsack model. A real estate investment planningapplication, which contains 10 alternatives in Ankara, is presented to test theapplicability of the proposed decision model. Obtained results are comparedwith the results obtained by only considering financial aspects of investment. KW - investment planning KW - integer programming KW - multi-criteria decision making CR - Alanne, K., Selection of renovation actions using multi-criteria "knapsack" model, Automation in Construction, 13 (3), 377-391, (2004). CR - 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). CR - 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). CR - 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). CR - 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). CR - 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). CR - 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). CR - 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). CR - Klamler C., Pferschy U., Ruzika S., Committee Selection with a Weight Constraint Based on Lexicographic Rankings of Individuals, In: Rossi F., Tsoukias A. (eds) Algorithmic Decision Theory, ADT 2009, Lecture Notes in Computer Science, 5783, Springer, Berlin, Heidelberg (2009). CR - Lorie, J.H., Savage, L.J., Three Problems in Rationing Capital, The Journal of Business, 28, 229-239, (1955). CR - Marinoni, O., Higgins, A., Hajkowicz, S., A multi criteria knapsack solution to optimise natural resource management project selection, Lecture Notes in Economics and Mathematical Systems, 634, 47-55, (2010). CR - Markhvida, M., Baker, J. W., Unification of seismic performance estimation and real estate investment analysis to model post-earthquake building repair decisions, Earthquake Spectra, 34(4), 1787-1808, (2018). CR - Mulvey, J. M., Vladimirou, H., Stochastic Network Optimization Models for Investment Planning, Annals of Operations Research, 20, 187-217, (1989) CR - O’Leary D.E., Financial planning with 0–1 knapsack problems part 1: Domination results. Advances in Mathematical Programming and Financial Planning, 4(1), 139–150, (1995). CR - Rouyendegh B. D., Erkan, T. E., Selection the best supplier using AHP method, African Journal of Business Management, 6(4), 1454–1462, (2012). CR - Saaty, T. L., The analytic hierarchy process, McGraw-Hill, New York, (1980). CR - Yavuz, S., Captain, T. A., Making project selection decisions: a multi-period capital budgeting problem. International Journal of Industrial Engineering, 9(3), 301-310, (2002). UR - https://dergipark.org.tr/en/pub/jtom/issue//647170 L1 - https://dergipark.org.tr/en/download/article-file/920525 ER -