4C. Computational Model (Mô hình tính toán)

Computational Model – Abstract

This subsection presents the Computational Model of V-Planning, establishing the technological architecture for implementing value-oriented urban planning through advanced computational systems. It translates the theoretical and mathematical foundations of the Urban Value Field (UVF) into an integrated computational framework that supports real-time spatial analysis, simulation, and decision-making. The model combines Geographic Information Systems (GIS), artificial intelligence (AI), Big Data analytics, Digital Twins, and computational modeling within a unified platform for processing complex urban data. It further incorporates predictive analytics, automated decision-support mechanisms, feedback loops, and model integration to enable continuous monitoring, scenario simulation, and adaptive planning. By integrating advanced digital technologies with Urban Value Science, the Computational Model provides a scalable and intelligent platform for optimizing urban development, supporting evidence-based governance, and advancing smart and sustainable cities.

Keywords: V-Planning; Computational Model; Geographic Information Systems (GIS); Digital Twin; Artificial Intelligence (AI)

4C.1. Computational Architecture

4C.2. GIS Engine

4C.3. AI Engine

4C.4. Big Data

4C.5. Digital Twin

4C.6. Decision Engine

4C.7. Feedback Loop

4C.8. Model Integration

4C.9. Chapter Summary