A surrogate-assisted optimization framework for microclimate-sensitive urban design practice

Impact of urban morphology on outdoor air temperature and microclimate optimization strategy base on Pareto optimality in Northeast China

(2020) Jun Zhang et al.   BUILDING AND ENVIRONMENT

Urban Design with the Wind: Pedestrian-Level Wind Field in the Street Canyons Downstream of Parallel High-Rise Buildings

(2020) Chien-Yuan Kuo et al.   Energies

A framework for pedestrian-level wind conditions improvement in urban areas: CFD simulation and optimization

(2020) Zeynab Kaseb et al.   BUILDING AND ENVIRONMENT

Multi-objective planning model for urban greening based on optimization algorithms

(2019) Eun Joo Yoon et al.   URBAN FORESTRY & URBAN GREENING

A multi-stage optimization of pedestrian level wind environment and thermal comfort with lift-up design in ideal urban canyons

(2019) Yaxing Du et al.   Sustainable Cities and Society

Review for practical application of CFD for the determination of wind load on high-rise buildings

(2019) Marie Skytte Thordal et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Air pollution dispersal in high density urban areas: Research on the triadic relation of wind, air pollution, and urban form

(2019) Junyan Yang et al.   Sustainable Cities and Society

Multi-objective optimization of microclimate in museums for concurrent reduction of energy needs, visitors’ discomfort and artwork preservation risks

(2018) Eva Schito et al.   APPLIED ENERGY

Passive design optimization of newly-built residential buildings in Shanghai for improving indoor thermal comfort while reducing building energy demand

(2018) Shaoqing Gou et al.   ENERGY AND BUILDINGS

Surrogate-assisted hierarchical particle swarm optimization

(2018) Haibo Yu et al.   INFORMATION SCIENCES

Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems

(2018) Dan Guo et al.   IEEE Transactions on Cybernetics

Data-Driven Evolutionary Optimization: An Overview and Case Studies

(2018) Yaochu Jin et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Multi-objective Infill Criterion Driven Gaussian Process Assisted Particle Swarm Optimization of High-dimensional Expensive Problems

(2018) Jie Tian et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Developing a Framework for Improvement of Building Thermal Performance Modeling under Urban Microclimate Interactions

(2018) Mohammadreza Shirzadi et al.   Sustainable Cities and Society

A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems

(2018) Handing Wang et al.   IEEE Transactions on Cybernetics

Review: Multi-objective optimization methods and application in energy saving

(2017) Yunfei Cui et al.   ENERGY

Urban morphology detection and computation for urban climate research

(2017) Yong Xu et al.   LANDSCAPE AND URBAN PLANNING

Trend and concentration characteristics of precipitation and related climatic teleconnections from 1982 to 2010 in the Beas River basin, India

(2016) Yixing Yin et al.   GLOBAL AND PLANETARY CHANGE

Multi-objective thermo-economic optimization of solar parabolic dish Stirling heat engine with regenerative losses using NSGA-II and decision making

(2016) Rajesh Arora et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effect

(2015) Du-Juan Wang et al.   KNOWLEDGE-BASED SYSTEMS

Assessment of pedestrian wind environment in urban planning design

(2015) Xing Shi et al.   LANDSCAPE AND URBAN PLANNING

From solar constraints to urban design opportunities: Optimization of built form typologies in a Brazilian tropical city

(2014) Tathiane A.L. Martins et al.   ENERGY AND BUILDINGS

Changes to the temporal distribution of daily precipitation

(2014) Kailash Rajah et al.   GEOPHYSICAL RESEARCH LETTERS

Impact of urban form and design on mid-afternoon microclimate in Phoenix Local Climate Zones

(2013) Ariane Middel et al.   LANDSCAPE AND URBAN PLANNING

Algorithms for optimization of building design: A review

(2013) Vasileios Machairas et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A surrogate-based particle swarm optimization algorithm for solving optimization problems with expensive black box functions

(2012) Yuanfu Tang et al.   ENGINEERING OPTIMIZATION

Efficient aerodynamic design through evolutionary programming and support vector regression algorithms

(2012) E. Andrés et al.   EXPERT SYSTEMS WITH APPLICATIONS

Designing for pedestrian comfort in response to local climate

(2012) Hanqing Wu et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

CFD simulation for pedestrian wind comfort and wind safety in urban areas: General decision framework and case study for the Eindhoven University campus

(2011) B. Blocken et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A Fast Way of Calculating Exact Hypervolumes

(2011) Lyndon While et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Surrogate-assisted evolutionary computation: Recent advances and future challenges

(2011) Yaochu Jin   Swarm and Evolutionary Computation

City breathability and its link to pollutant concentration distribution within urban-like geometries

(2010) Riccardo Buccolieri et al.   ATMOSPHERIC ENVIRONMENT

Wind Conditions in Idealized Building Clusters: Macroscopic Simulations Using a Porous Turbulence Model

(2010) Jian Hang et al.   BOUNDARY-LAYER METEOROLOGY

Expensive Multiobjective Optimization by MOEA/D With Gaussian Process Model

(2009) Qingfu Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Developing a fuzzy TOPSIS approach based on subjective weights and objective weights

(2008) Tien-Chin Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A framework for memetic optimization using variable global and local surrogate models

(2008) Yoel Tenne et al.   SOFT COMPUTING