Figure 1
The diagram outlines a structured decision-making framework that integrates Cross-Impact Balance Analysis (CIB), Analytical Hierarchy Process (AHP), Fuzzy-TOPSIS, and generative AI. The process begins with defining the aim and objectives, followed by developing descriptors and variants. The next steps involve creating a Cross-Impact Balance matrix and constructing internally consistent scenarios. Objectives are then weighted using AHP, and scenarios are ranked using Fuzzy-TOPSIS. Finally, scenario outcomes are communicated through AI visualization. Each step is represented by a box with arrows indicating the flow from one step to the next.Stepwise structure of this study's integrated decision-making framework, combining CIB analysis, AHP, Fuzzy-TOPSIS, and generative AI to support participatory scenario development and evaluation in building adaptation