| Description
| In today's construction industry, projects are becoming increasingly complex with massive volumes of data, making traditional management approaches inadequate to meet the demands for high efficiency, cost-effectiveness, and sustainable development. Computational intelligence, as a crucial branch of artificial intelligence, can effectively address uncertainties, nonlinearities, and high-dimensional problems, bringing transformative changes to construction management. This course systematically introduces how computational intelligence technologies—including machine learning, deep learning, fuzzy systems, evolutionary computation, and more—can be applied across various aspects of construction management. The course aims to equip students with an understanding of the fundamental principles and practical applications of multiple algorithms while also developing their skills in applying computational intelligence techniques through hands-on projects and software implementation.
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