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Application of Genetic Algorithms for Decision-Making in Project Management: A Literature Review
In software development projects, managers still have to face a variety of organisational and technical limitations despite the development of technology and approaches to improve the project management process. Projects, Human Resources and Costs are planned for a specific period of time. However, in the progression of project execution, there is a need to make various decisions and to dynamically adjust the work plan during the project in order to conform to its evolution. Thus, there is a need for a method that employs the latest technology to support the project management decision-making process.The aim and the expected result of the article are to identify and collect available information in the scientific literature to answer the following questions: (1) Which challenges of project management have been addressed using genetic algorithms? (2) What are the opportunities and limitations of genetic algorithms in the project management decision-making process? (3) What are the potential solutions to the identified genetic algorithm problems?
Application of Genetic Algorithms for Decision-Making in Project Management: A Literature Review
In software development projects, managers still have to face a variety of organisational and technical limitations despite the development of technology and approaches to improve the project management process. Projects, Human Resources and Costs are planned for a specific period of time. However, in the progression of project execution, there is a need to make various decisions and to dynamically adjust the work plan during the project in order to conform to its evolution. Thus, there is a need for a method that employs the latest technology to support the project management decision-making process.The aim and the expected result of the article are to identify and collect available information in the scientific literature to answer the following questions: (1) Which challenges of project management have been addressed using genetic algorithms? (2) What are the opportunities and limitations of genetic algorithms in the project management decision-making process? (3) What are the potential solutions to the identified genetic algorithm problems?
Application of Genetic Algorithms for Decision-Making in Project Management: A Literature Review
Ancveire, Ieva (Autor:in) / Poļaka, Inese (Autor:in)
23.12.2019
doi:10.7250/itms-2019-0004
Information Technology and Management Science; Vol 22 (2019): Information Technology and Management Science; 22–31 ; 2255-9094 ; 2255-9086
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
DDC:
690
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