TY - JOUR TT - An Optimization Model And Genetic Algorithm Solution For Software Projects AU - Dil, Yücel AU - Kasapbaşı, Mustafa Cem PY - 2016 DA - November DO - Doi: 10.17932/IAU.IJEMME.m.21460604.2016.6/3.1251-1257 JF - International Journal of Electronics Mechanical and Mechatronics Engineering JO - IJEMME PB - Istanbul Aydin University WT - DergiPark SN - 2146-0604 SP - 1251 EP - 1257 VL - 6 IS - 3 KW - Software project management KW - genetic algorithm KW - optimization N2 - Many optimizationtechniques which are inspired by the nature are used in optimization problems.Genetic Algorithms (GA) is an optimization algorithm, tries to mimic thenatural process of livings. Allowing to survive better generation thereforeinheriting the better qualifications to next generations. In this study geneticalgorithm is used to find the optimal cost for a software project. In order toevaluate results of the genetic algorithm, a test system based on linearprogramming is established. The results indicates that designed geneticalgorithm optimization model successfully calculated the cost of softwareproject very close to deterministic costs. CR - Ramzan, M.; Iqbal, M.A.; Jaffar, M.A.; Rauf, A.; Anwar, S.; Shahid, A.A., "Project Scheduling Conflict Identification and Resolution Using Genetic Algorithms," in Information Science and Applications (ICISA), 2010 International Conference on, vol., no., pp.1-6, 21-23 April 2010 doi: 10.1109/ICISA.2010.5480400 CR - Stellman, Andrew; Greene, Jennifer. “Applied Software Project Management”. O'Reilly Media, 2005 CR - Xu Ruzhi; Qian leqiu; Jing Xinhai, "CMM-based software risk control optimization," in Information Reuse and Integration, 2003. IRI 2003. IEEE International Conference on , vol., no., pp.499-503, 27-29 Oct. 2003 doi: 10.1109/IRI.2003.1251457 CR - Kwak, Y. H., & Stoddard, J. (2004). Project risk management: Lessons learned from software development environment. Technovation, 24(11), 915–920. CR - Ping Cao; FuJi Chen, "A Risk Control Optimization Model for Software Project," in Computational Intelligence and Software Engineering, 2009. CiSE 2009. International Conference on , vol., no., pp.1-4, 11-13 Dec. 2009 doi: 10.1109/CISE.2009.5362886 CR - Güney D. D.,Yönetim ve Organizasyon. Nobel Publishing Dağıtım 2007. CR - Mirseidova, S.; Atymtayeva, L., "Definition of software metrics for software project development by using fuzzy sets and logic,", Joint 6th International Conference on Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 vol., no., pp.272-276, 20-24 Nov. 2012doi: 10.1109/SCIS-ISIS.2012.6505336 UR - https://doi.org/Doi: 10.17932/IAU.IJEMME.m.21460604.2016.6/3.1251-1257 L1 - https://dergipark.org.tr/en/download/article-file/270736 ER -