Abstract
This research includes the use of the Genetic Algorithm (GA) in analyzing the quality of health services for the Radiology Department / Al-Wasiti Teaching Hospital, with the aim of reducing the waiting times of the auditors and improving the service provided to them, as the work is divided according to the sequence of references and the time of their arrival to the radiology department, where a collection of Data for each of (arrival time, service time, departure time) for each reference in minutes.After implementing the genetic algorithm and taking advantage of its properties and the content of its steps, the results showed that it gave acceptable and high-accuracy solutions on which the researcher relies in making his decision and building what is commensurate with the health reality and its advancement.
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