Artificial intelligence solutions for urban land dynamics: a review

N Wu, EA Silva - Journal of Planning Literature, 2010 - journals.sagepub.com
Artificial intelligence (AI) systems are widely accepted as a technology offering an alternative
way to tackle complex and dynamic problems in urban studies. The goal of this article is a …

The application of genetic algorithm in land use optimization research: A review

X Ding, M Zheng, X Zheng - Land, 2021 - mdpi.com
Land use optimization (LUO) first considers which types of land use should exist in a certain
area, and secondly, how to allocate these land use types to specific land grid units. As an …

Spatial multi-objective land use optimization: extensions to the non-dominated sorting genetic algorithm-II

K Cao, M Batty, B Huang, Y Liu, L Yu… - International Journal of …, 2011 - Taylor & Francis
A spatial multi-objective land use optimization model defined by the acronym 'NSGA-II-
MOLU'or the 'non-dominated sorting genetic algorithm-II for multi-objective optimization of …

A multi-objective optimization approach for health-care facility location-allocation problems in highly developed cities such as Hong Kong

W Zhang, K Cao, S Liu, B Huang - Computers, Environment and Urban …, 2016 - Elsevier
Public health-care facilities are essential to all communities, and their location/allocation has
long been an important issue in urban planning. Given the steady growth of Hong Kong's …

A genetic algorithm approach for optimizing traffic control signals considering routing

F Teklu, A Sumalee, D Watling - Computer‐Aided Civil and …, 2007 - Wiley Online Library
It is well known that coordinated, area‐wide traffic signal control provides great potential for
improvements in delays, safety, and environmental measures. However, an aspect of this …

An integrated multi-objective optimization model for solving the construction time-cost trade-off problem

C Koo, T Hong, S Kim - Journal of Civil Engineering and …, 2015 - Taylor & Francis
As construction projects become larger and more diversified, various factors such as time,
cost, quality, environment, and safety that need to be considered make it very difficult to …

Effects of land use and transportation on carbon sources and carbon sinks: A case study in Shenzhen, China

W Zhang, B Huang, D Luo - Landscape and Urban Planning, 2014 - Elsevier
Carbon-sink and carbon-source estimation are of significance for carbon-emissions
reduction. In this paper, we evaluated Shenzhen's annual carbon budget from 2000 to 2008 …

[PDF][PDF] Spatial logistic regression and GIS to model rural-urban land conversion

C Xie, B Huang, C Claramunt… - … of PROCESSUS Second …, 2005 - Citeseer
Urban expansion significantly influences land use patterns and local economy. Hence,
urban and economic planners and decision-makers are keen to understand the complexity …

Land use optimization for a rapidly urbanizing city with regard to local climate change: Shenzhen as a case study

W Zhang, B Huang - Journal of Urban Planning and Development, 2015 - ascelibrary.org
Land use and land use change have been proven to be leading causes of local climate
change. In cities that undergo rapid urbanization, the urban heat island (UHI) can generate …

Sustainable land-use planning for a downtown lake area in central China: Multiobjective optimization approach aided by urban growth modeling

B Huang, W Zhang - Journal of Urban Planning and Development, 2014 - ascelibrary.org
Urban land-use planning is becoming increasingly complex in China because it requires
estimating the future urban extent and balancing its various aspects, eg, provision of enough …