Generative urban design: A systematic review on problem formulation, design generation, and decision-making

F Jiang, J Ma, CJ Webster, AJF Chiaradia, Y Zhou… - Progress in …, 2024 - Elsevier
Urban design is the process of designing and shaping the physical forms of cities, towns,
and suburbs. It involves the arrangement and design of street systems, groups of buildings …

Building layout generation using site-embedded GAN model

F Jiang, J Ma, CJ Webster, X Li, VJL Gan - Automation in Construction, 2023 - Elsevier
Building layout generation has entered a new era in recent years, leveraging state-of-the-art
deep generative methods to learn morphological properties of exiting urban structures and …

Multiple intra-urban land use simulations and driving factors analysis: a case study in Huicheng, China

D Zhang, X Liu, X Wu, Y Yao, X Wu… - GIScience & Remote …, 2019 - Taylor & Francis
Simulations of intra-urban land use changes have gradually attracted more attention as
these approaches are extremely helpful in regard to decision making and policy formulation …

A study on urban block design strategies for improving pedestrian-level wind conditions: CFD-based optimization and generative adversarial networks

J Li, F Guo, H Chen - Energy and Buildings, 2024 - Elsevier
Urban block layout design presents a critical and challenging task for urban planners, as
block layout directly influences the physical structure of the urban area, the interaction …

Simulating scenarios of future intra-urban land-use expansion based on the neural network–Markov model: a case study of Lusaka, Zambia

M Simwanda, Y Murayama, D Phiri, VR Nyirenda… - Remote Sensing, 2021 - mdpi.com
Forecasting scenarios of future intra-urban land-use (intra-urban-LU) expansion can help to
curb the historically unplanned urbanization in cities in sub-Saharan Africa (SSA) and …

[PDF][PDF] Natural computing with application to risk management in complex systems

AA Shiroky, AO Kalashnikov - Control Sciences, 2021 - pu.mtas.ru
This paper surveys natural computing models and methods with application to risk
management in complex systems. The equivalence of risk minimization and effective control …

[HTML][HTML] Применение методов естественных вычислений для управления рисками сложных систем

АА Широкий, АО Калашников - Проблемы управления, 2021 - cyberleninka.ru
Представлен обзор моделей и методов естественных вычислений в контексте их
применимости к решению задач управления рисками сложных систем. Обоснована …

[PDF][PDF] Don't Fix It if It Ain't Broke

J Partanen - Encounters with Planning for Complex Self …, 2018 - researchgate.net
In recent decades, we have increasingly faced challenges as to how to plan our towns and
cities. In traditional planning thinking, autonomous urban progress has been considered …

[PDF][PDF] Kaupunkievoluution tunnistaminen ja tukeminen itseorganisoituvilla työpaikka-alueilla

J Partanen - Research Briefings of Turku Urban Research …, 2018 - researchgate.net
Kaupungit ovat käyneet yhä monimutkaisemmiksi. Toimijoiden, yksilöiden ja ryhmien väliset
vuorovaikutussuhteet ovat moninaisia ja vaikuttavat yllättävin tavoin kaupungin toimintaan …

Application of the Order-Picking and Self-Organizing Maps Models to Optimize the Supply Chain: A Review of the Literature

I López-Santos, G Rivera, S González - Handbook of Research on …, 2019 - igi-global.com
At present, the management systems of companies and Industry 4.0 are closely linked.
However, technologies that promise to drastically help the efficiency of operations are not …