aspg-18-3264-1792562193 20261021055633 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Journal of Intelligent Systems and Internet of Things JISIoT 2769-786X 2690-6791 2025 14 2 Hiba A.Tarish Civil Engineering Department, University of Technology-Iraq, Baghdad, 10066, Iraq Artificial intelligence (computer-based intelligence) is advancing significantly in all areas and applications of life at a high speed. The use of modern technologies has become a necessity in daily life, and smart systems have entered daily life, especially in the design of smart homes. Smart homes linked to man-made intelligence mimic the way residents live and facilitate many activities and services. Although some studies have shown how smart homes use computer-based intelligence, few applications have been reported for integrating smart technologies into installation and use of the Internet of Things. In this research, the basic problems in adaptive smart home systems, such as the development of the smart home and its synchronization with the Internet of Things, and “what is the relationship between analysis and adaptation in smart homes with simulation of intelligence algorithms” were addressed to be the focal point of this paper. Moreover, this study aims to depict the capabilities and elements of artificial intelligence in improving the performance of smart homes. In order to understand how to use artificial intelligence to build smart homes, the precise situation of applying artificial intelligence in smart home elements and the way applications are used in homes was determined. We simulated a multi-service smart home environment by designing an efficient, multi-purpose artificial intelligence algorithm to improve the control level and enhance the performance of smart home services. 2025 44 61 3264 https://creativecommons.org/licenses/by/4.0/ 10.54216/JISIoT.140205 https://www.americaspg.com/journal/18/article/3264 https://www.americaspg.com/storage/61729799487.pdf