Introduction: Urban sprawl and unregulated expansion continue to degrade land systems, leading to fragmented ecologies, inefficient infrastructures, and socio-spatial inequalities—an entropic state with critical implications for sustainability. This paper examines how parametric urban morphologies, rooted in computational design, can be strategically leveraged to reconfigure the spatial logic of rapidly growing cities. By integrating land-use optimization, density management, and adaptability, parametric methodologies offer novel pathways to counter urban entropy and support long-term resilience.
Methods: The study adopts a multi-scalar research framework, combining morphogenetic algorithms, GIS-based urban analytics, and rule-based parametric modelling. Selected case studies from fast-growing metropolitan regions (e.g., Sub-Saharan Africa, Southeast Asia, and Latin America) provide empirical grounding. Urban performance metrics—such as land-use mix, walkability indices, infrastructure efficiency, and environmental integration—are evaluated through parametric simulations. The design strategies are tested through iterative computational processes that explore form-density relationships and systemic adaptability to urban growth patterns.
Results: The findings indicate that parametric frameworks enable the generation of spatial configurations that are both density-efficient and responsive to environmental constraints. The models reveal increased land-use coherence, reduced infrastructural redundancy, and enhanced urban connectivity compared to conventional zoning approaches. Additionally, adaptable typologies generated through parametric logic demonstrate a higher potential for phased development and incremental urbanism, particularly in informal or semi-formal urban contexts.
Conclusions: Parametric urbanism offers a transformative architectural paradigm that responds dynamically to land entropy challenges. It allows for a more integrated, data-driven approach to urban design, one that aligns with ecological thresholds, socio-spatial equity, and infrastructural resilience. As cities face intensifying pressures of growth, climate stress, and spatial fragmentation, computational strategies for parametric morphogenesis provide a scalable toolset for shaping sustainable urban futures.
