Department of Computer Science Organizes a Scientific Workshop on the Efficiency of Evolutionary Algorithms Under the patronage of the Dean of the College of Science for Women, Professor Dr. Sameera Naji Khdim, the Continuing Education Unit, in collaboration with the Department of Computer Science, organized a scientific workshop entitled “The Effect of Varying the Number of Objectives on the Performance of Evolutionary Algorithms.” The workshop was presented by Dr. Ammar Hussein Jasim, Ms, Heba Sameer Saeed, and Ms. Heba Imad Namik.
The workshop aimed to explore and analyze the relationship between problem complexity, represented by the number of objectives, and the efficiency of evolutionary algorithms in identifying optimal solutions. It provided a comprehensive explanation of how computational speed and solution accuracy are affected when transitioning from single-objective optimization problems to multi-objective optimization problems. The workshop also highlighted contemporary techniques employed to enhance the performance of evolutionary algorithms in complex data environments.
The workshop was organized in support of the United Nations Sustainable Development Goals (SDGs), particularly Goal 9: Industry, Innovation and Infrastructure, by promoting scientific research in the fields of information technology and artificial intelligence and advancing the development of computational algorithms that improve the efficiency of advanced technological systems. It also contributed to Goal 4: Quality Education by enriching the academic knowledge and research competencies of students and researchers.
