International Journal of Neutrosophic Science IJNS 2690-6805 2692-6148 10.54216/IJNS https://www.americaspg.com/journals/show/2954 2020 2020 Faculty of Engineering and Technology, Datta Meghe Institute of Higher Education and Research, Sawangi, Wardha, Maharashtra, India Sasipriya Sasipriya Faculty of Engineering and Technology, Datta Meghe Institute of Higher Education and Research, Sawangi, Wardha, Maharashtra, India Hemant Kumar This review of the literature delves into the complex interplay between energy measures and decision-making processes in the domains of fuzzy graphs, intuitionistic fuzzy graphs, and neutrosophic graphs. In graph theory, energy is a key quantity that is used to measure structural properties and evaluate decision model dynamics. The research methodically examines the theoretical underpinnings, computational techniques, and practical applications of energy measures in contexts involving decision-making, considering the special features brought forth by fuzzy, intuitionistic fuzzy, and neutrosophic graph models. This review attempts to provide a thorough understanding for researchers and practitioners looking to use energy measures for efficient decision support in the setting of uncertainty contained within these specific graph topologies by synthesizing prior research.   2025 2025 247 257 10.54216/IJNS.250123 https://www.americaspg.com/articleinfo/21/show/2954