Multi-Objective Optimization Models to Design a Responsive Built Environment: A Synthetic Review

Optimization of the Passive House concept for residential buildings in the South–Brazilian Region

(2021) Egon Vettorazzi et al.   ENERGY AND BUILDINGS

Proposal of a new automated workflow for the computational performance-driven design optimization of building energy need and construction cost

(2021) Diana D'Agostino et al.   ENERGY AND BUILDINGS

Multi-dimensions optimization for optimum modifications of light-shelves parameters for daylighting and energy efficiency

(2021) A. A. S. Bahdad et al.   International Journal of Environmental Science and Technology

Multiobjective optimization of building energy consumption based on BIM-DB and LSSVM-NSGA-II

(2021) Bin Chen et al.   JOURNAL OF CLEANER PRODUCTION

Multi-objective optimization of thermochromic glazing based on daylight and energy performance evaluation

(2021) Xiaoqiang Hong et al.   Building Simulation

Strategy for achieving long-term energy efficiency of European single-family buildings through passive climate adaptation

(2021) Luka Pajek et al.   APPLIED ENERGY

A performance data integrated BIM framework for building life-cycle energy efficiency and environmental optimization design

(2021) Dian Zhuang et al.   AUTOMATION IN CONSTRUCTION

A daylight-oriented multi-objective optimisation of complex fenestration systems

(2021) Islam A. Mashaly et al.   BUILDING AND ENVIRONMENT

Comprehensive analysis to drive the energy retrofit of a neighborhood by optimizing the solar energy exploitation – An Italian case study

(2021) Fabrizio Ascione et al.   Journal of Cleaner Production

Multi-objective optimization of energy performance for a detached residential building with a sunspace using the NSGA-II genetic algorithm

(2021) Ana Vukadinović et al.   SOLAR ENERGY

Enhancing the passive design of buildings: A mixed integer non-linear programming approach for the selection of building materials and construction building systems

(2021) Ahmed W.A. Hammad et al.   Energy Reports

Multi-objective design optimization on building integrated photovoltaic with Trombe wall and phase change material based on life cycle cost and thermal comfort

(2021) Yaolin Lin et al.   Sustainable Energy Technologies and Assessments

Multi-objective optimization of energy efficiency and thermal comfort in an existing office building using NSGA-II with fitness approximation: A case study

(2021) Mohammadamin Ghaderian et al.   Journal of Building Engineering

A graphical multi-objective performance evaluation method with architect-friendly mode

(2021) Lingjiang Huang et al.   Frontiers of Architectural Research

Multi-objective optimization (MOO) for high-rise residential buildings’ layout centered on daylight, visual, and outdoor thermal metrics in China

(2021) ShanShan Wang et al.   BUILDING AND ENVIRONMENT

Life cycle thinking-based energy retrofits evaluation framework for Canadian residences: A Pareto optimization approach

(2021) Haonan Zhang et al.   BUILDING AND ENVIRONMENT

Multi-objective optimization of the multi-story residential building with passive design strategy in South Korea

(2021) Yujun Jung et al.   BUILDING AND ENVIRONMENT

Multi-objective optimization of passive energy efficiency measures for net-zero energy building in Morocco

(2021) N. Abdou et al.   BUILDING AND ENVIRONMENT

Parametric optimization of daylight, thermal and energy performance of middle school classrooms, case of hot and dry regions

(2021) Khaoula Lakhdari et al.   BUILDING AND ENVIRONMENT

Optimizing energy efficiency and thermal comfort in building green retrofit

(2021) Qing Li et al.   ENERGY

Optimizing thermal comfort and energy use for learning environments

(2021) Mary Taylor et al.   ENERGY AND BUILDINGS

A metamodel-based multi-objective optimization method to balance thermal comfort and energy efficiency in a campus gymnasium

(2021) Naihua Yue et al.   ENERGY AND BUILDINGS

An integrated optimization and sensitivity analysis approach to support the life cycle energy trade-off in building design

(2021) Jani Mukkavaara et al.   ENERGY AND BUILDINGS

A comprehensive method for optimizing the design of a regular architectural space to improve building performance

(2021) Yukai Zou et al.   Energy Reports

Building Information Modeling approach to optimize energy efficiency in educational buildings

(2021) João Gabriel Carriço de Lima Montenegro Duarte et al.   Journal of Building Engineering

Intelligent optimization: A novel framework to automatize multi-objective optimization of building daylighting and energy performances

(2021) Yuhan Dong et al.   Journal of Building Engineering

Multi-objective optimization of building-integrated microalgae photobioreactors for energy and daylighting performance

(2021) Maryam Talaei et al.   Journal of Building Engineering

Optimization of zero-energy building by multi-criteria optimization method: A case study

(2021) Neng Zhu et al.   Journal of Building Engineering

Multi-objective building design optimization considering the effects of long-term climate change

(2021) Yukai Zou et al.   Journal of Building Engineering

A data-driven life-cycle optimisation approach for building retrofitting: A comprehensive assessment on economy, energy and environment

(2021) X.J. Luo et al.   Journal of Building Engineering

Multi-objective optimization of building envelope components at the preliminary design stage for residential buildings in Turkey

(2021) Ugur Acar et al.   Journal of Building Engineering

Sensitivity analysis linked to multi-objective optimization for adjustments of light-shelves design parameters in response to visual comfort and thermal energy performance

(2021) Ali Ahmed Salem Bahdad et al.   Journal of Building Engineering

Multi-objective optimisation framework for designing office windows: quality of view, daylight and energy efficiency

(2020) Peiman Pilechiha et al.   APPLIED ENERGY

A pixel counting based method for designing shading devices in buildings considering energy efficiency, daylight use and fading protection

(2020) Ana Paula de Almeida Rocha et al.   APPLIED ENERGY

Optimization of passive design features for a naturally ventilated residential building according to the bioclimatic architecture concept and considering the northern Morocco climate

(2020) Mohamed Ameur et al.   Building Simulation

Impact of adjustment strategies on building design process in different climates oriented by multiple performance

(2020) Ran Wang et al.   APPLIED ENERGY

Solar PV integration in commercial buildings for self-consumption based on life-cycle economic/environmental multi-objective optimization

(2020) Amine Allouhi   JOURNAL OF CLEANER PRODUCTION

Multi-objective optimization of building energy performance using a particle swarm optimizer with less control parameters

(2020) Zhang Yong et al.   Journal of Building Engineering

Decision support for retrofitting building envelopes using multi-objective optimization under uncertainties

(2020) Soowon Chang et al.   Journal of Building Engineering

The potential of sector coupling in future European energy systems: Soft linking between the Dispa-SET and JRC-EU-TIMES models

(2020) Matija Pavičević et al.   APPLIED ENERGY

Determining the optimal window size of office buildings considering the workers' task performance and the building's energy consumption

(2020) Seungkeun Yeom et al.   BUILDING AND ENVIRONMENT

Multi-Objective Analysis of a Fixed Solar Shading System in Different Climatic Areas

(2020) Jessica Settino et al.   Energies

A weighted multi-objective optimisation approach to improve based facade aperture sizes in terms of energy, thermal comfort and daylight usage

(2020) Yiğit Yılmaz et al.   Journal of Building Physics

Multi-objective optimization design for windows and shading configuration considering energy consumption and thermal comfort: A case study for office building in different climatic regions of China

(2020) Jing Zhao et al.   SOLAR ENERGY

Optimization of envelope design for housing in hot climates using a genetic algorithm (GA) computational approach

(2020) Saleh N. Al-Saadi et al.   Journal of Building Engineering

Impact of Passive Cooling on Thermal Comfort in a Single-Family Building for Current and Future Climate Conditions

(2020) Krzysztof Grygierek et al.   Energies

Parametric Design to Maximize Solar Irradiation and Minimize the Embodied GHG Emissions for a ZEB in Nordic and Mediterranean Climate Zones

(2020) Mattia Manni et al.   Energies

Energy Consumption Optimization and User Comfort Maximization in Smart Buildings Using a Hybrid of the Firefly and Genetic Algorithms

(2020) Fazli Wahid et al.   Energies

Methodology for design decision support of cost-optimal zero-energy lightweight construction

(2020) Mohamed Amer et al.   ENERGY AND BUILDINGS

Optimization of night ventilation performance in office buildings in a cold climate

(2020) Rui Guo et al.   ENERGY AND BUILDINGS

Multi-phase framework for optimization of thermal and daylight performance of residential buildings based on the combination of ventilation and window design

(2020) Jiahe Wang et al.   Journal of Asian Architecture and Building Engineering

Shape Optimization to Reduce Wind Pressure on the Surfaces of a Rectangular Building with Horizontal Limbs

(2020) Rajdip Paul et al.   Periodica Polytechnica-Civil Engineering

Multi-objective optimization design of green building envelopes and air conditioning systems for energy conservation and CO2 emission reduction

(2020) Yu-Hao Lin et al.   Sustainable Cities and Society

Prediction and optimization of energy consumption in an office building using artificial neural network and a genetic algorithm

(2020) Marjan Ilbeigi et al.   Sustainable Cities and Society

Multi-objective optimisations of envelope components for a prefabricated house in six climate zones

(2020) Sareh Naji et al.   APPLIED ENERGY

Multi-objective approach to the optimization of shape and envelope in building energy design

(2020) Adriana Ciardiello et al.   APPLIED ENERGY

Multi-Objective Optimization of Solar Thermal Systems Applied to Portuguese Dwellings

(2020) Ana Cristina Ferreira et al.   Energies

The BIM-Based multi-optimization approach in order to determine the trade-off between embodied and operation energy focused on renewable energy use

(2020) Saman Abbasi et al.   JOURNAL OF CLEANER PRODUCTION

An ANN-based optimization approach of building energy systems: Case study of swimming pool

(2020) Yantong Li et al.   JOURNAL OF CLEANER PRODUCTION

Multi-objective optimization of cooling and heating loads in residential buildings integrated with phase change materials using the artificial neural network and genetic algorithm

(2020) Hamed Bagheri-Esfeh et al.   Journal of Energy Storage

A life-cycle approach for multi-objective optimisation in building design: methodology and application to a case study

(2019) Emanuele Bonamente et al.   CIVIL ENGINEERING AND ENVIRONMENTAL SYSTEMS

Thermodynamic and thermal comfort optimisation of a coastal social house considering the influence of the thermal breeze

(2019) Iván García Kerdan et al.   BUILDING AND ENVIRONMENT

Multi-objective optimization design of a complex building based on an artificial neural network and performance evaluation of algorithms

(2019) Binghui Si et al.   ADVANCED ENGINEERING INFORMATICS

A new comprehensive framework for the multi-objective optimization of building energy design: Harlequin

(2019) Fabrizio Ascione et al.   APPLIED ENERGY

Co-simulation and optimization of building geometry and multi-energy systems: Interdependencies in energy supply, energy demand and solar potentials

(2019) Christoph Waibel et al.   APPLIED ENERGY

A multi-objective optimization model for determining the building design and occupant behaviors based on energy, economic, and environmental performance

(2019) Taehoon Hong et al.   ENERGY

Building envelope design: Multi-objective optimization to minimize energy consumption, global cost and thermal discomfort. Application to different Italian climatic zones

(2019) Fabrizio Ascione et al.   ENERGY

Performance of a sequential versus holistic building design approach using multi-objective optimization

(2019) Richard Gagnon et al.   Journal of Building Engineering

A methodology to improve the performance of PV integrated shading devices using multi-objective optimization

(2019) Ellika Taveres-Cachat et al.   APPLIED ENERGY

A holistic design approach for residential net-zero energy buildings: A case study in Singapore

(2019) Lan Lan et al.   Sustainable Cities and Society

Weather-data-based control of space heating operation via multi-objective optimization: Application to Italian residential buildings

(2019) Fabrizio Ascione et al.   APPLIED THERMAL ENGINEERING

Multi-objective simulation-based optimization of controlled blind specifications to reduce energy consumption, and thermal and visual discomfort: Case studies in Iran

(2019) Ehsan Naderi et al.   BUILDING AND ENVIRONMENT

An efficient metamodel-based method to carry out multi-objective building performance optimizations

(2019) Facundo Bre et al.   ENERGY AND BUILDINGS

Zero energy potential of a high-rise office building in a Mediterranean climate: Using multi-objective optimization to understand the impact of design decisions towards zero-energy high-rise buildings

(2019) Evangelia Despoina Giouri et al.   ENERGY AND BUILDINGS

An Integer Linear Programming approach to minimize the cost of the refurbishment of a façade to improve the energy efficiency of a building

(2019) Andrea Salandin et al.   MATHEMATICAL METHODS IN THE APPLIED SCIENCES

Integrated energy performance optimization of a passively designed high-rise residential building in different climatic zones of China

(2018) Xi Chen et al.   APPLIED ENERGY

Multi-disciplinary and multi-objective optimization problem re-formulation in computational design exploration: A case of conceptual sports building design

(2018) Ding Yang et al.   AUTOMATION IN CONSTRUCTION

Multi-Objective Optimization of the Envelope of Building with Natural Ventilation

(2018) Krzysztof Grygierek et al.   Energies

A multi-objective optimization design method in zero energy building study: A case study concerning small mass buildings in cold district of China

(2018) Weidong Wu et al.   ENERGY AND BUILDINGS

Automated optimization for the integrated design process: the energy, thermal and visual comfort nexus

(2018) Maria Ferrara et al.   ENERGY AND BUILDINGS

Parametric design to minimize the embodied GHG emissions in a ZEB

(2018) Gabriele Lobaccaro et al.   ENERGY AND BUILDINGS

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

Design Optimization Considering Variable Thermal Mass, Insulation, Absorptance of Solar Radiation, and Glazing Ratio Using a Prediction Model and Genetic Algorithm

(2018) Yaolin Lin et al.   Sustainability

Multi-objective optimization-simulation model to improve the buildings’ design specification in different climate zones of Iran

(2018) Hamed Shakouri G. et al.   Sustainable Cities and Society

Multi-objective optimisation of building form, envelope and cooling system for improved building energy performance

(2018) Kian Wee Chen et al.   AUTOMATION IN CONSTRUCTION

Passive design optimization of low energy buildings in different climates

(2018) Fatima Harkouss et al.   ENERGY

A multi-objective optimization methodology for window design considering energy consumption, thermal environment and visual performance

(2018) Yingni Zhai et al.   RENEWABLE ENERGY

Multi-objective optimization case study with active and passive design in building engineering

(2018) Jeonghoe Lee   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Exploring the effects of several energy efficiency measures on the embodied/operational energy trade-off: A case study of swedish residential buildings

(2018) Farshid Shadram et al.   ENERGY AND BUILDINGS

A computational multi-objective optimization method to improve energy efficiency and thermal comfort in dwellings

(2017) Facundo Bre et al.   ENERGY AND BUILDINGS

Multi-objective optimisation model: A housing block retrofit in Seville

(2017) Patricia Edith Camporeale et al.   ENERGY AND BUILDINGS

Decision-making based on network visualization applied to building life cycle optimization

(2017) Fraisse Gilles et al.   Sustainable Cities and Society

Optimization of building envelope design for nZEBs in Mediterranean climate: Performance analysis of residential case study

(2016) Fabrizio Ascione et al.   APPLIED ENERGY

Design optimisation for window size, orientation, and wall reflectance with regard to various daylight metrics and lighting energy demand: A case study of buildings in the tropics

(2016) Rizki A. Mangkuto et al.   APPLIED ENERGY

Multi-objective optimization of the building energy performance: A simulation-based approach by means of particle swarm optimization (PSO)

(2016) N. Delgarm et al.   APPLIED ENERGY

A holistic passive design approach to optimize indoor environmental quality of a typical residential building in Hong Kong

(2016) Xi Chen et al.   ENERGY

Multi-criterion optimization of building envelope in the function of indoor illumination quality towards overall energy performance improvement

(2016) Norbert Harmathy et al.   ENERGY

Residential building design optimisation using sensitivity analysis and genetic algorithm

(2016) Facundo Bre et al.   ENERGY AND BUILDINGS

Multi-criteria analysis for PV integrated in shading devices for Mediterranean region

(2016) A. Stamatakis et al.   ENERGY AND BUILDINGS

A novel approach for the simulation-based optimization of the buildings energy consumption using NSGA-II: Case study in Iran

(2016) Navid Delgarm et al.   ENERGY AND BUILDINGS

Improving evolutionary algorithm performance for integer type multi-objective building system design optimization

(2016) Weili Xu et al.   ENERGY AND BUILDINGS

Multi-objective optimization of building envelope design for life cycle environmental performance

(2016) Rahman Azari et al.   ENERGY AND BUILDINGS

Systematic approach for the life cycle multi-objective optimization of buildings combining objective reduction and surrogate modeling

(2016) Joan Carreras et al.   ENERGY AND BUILDINGS

Passive house optimization for Portugal: Overheating evaluation and energy performance

(2016) António Figueiredo et al.   ENERGY AND BUILDINGS

Shape optimization of free-form buildings based on solar radiation gain and space efficiency using a multi-objective genetic algorithm in the severe cold zones of China

(2016) Longwei Zhang et al.   SOLAR ENERGY

Passive performance and building form: An optimization framework for early-stage design support

(2016) Kyle Konis et al.   SOLAR ENERGY

Sustainable building envelope design by considering energy cost and occupant satisfaction

(2016) Mickey H. Wu et al.   Energy for Sustainable Development

The early design stage of a building envelope: Multi-objective search through heating, cooling and lighting energy performance analysis

(2015) Tomás Méndez Echenagucia et al.   APPLIED ENERGY

Constrained, mixed-integer and multi-objective optimisation of building designs by NSGA-II with fitness approximation

(2015) Alexander E.I. Brownlee et al.   APPLIED SOFT COMPUTING

Optimizing tradeoffs among housing sustainability objectives

(2015) Aslihan Karatas et al.   AUTOMATION IN CONSTRUCTION

Bi-objective optimization of building enclosure design for thermal and lighting performance

(2015) Benjamin J. Futrell et al.   BUILDING AND ENVIRONMENT

Multi-objective optimization of a nearly zero-energy building based on thermal and visual discomfort minimization using a non-dominated sorting genetic algorithm (NSGA-II)

(2015) Salvatore Carlucci et al.   ENERGY AND BUILDINGS

Optimization approach of balancing life cycle cost and environmental impacts on residential building design

(2015) Hamidul Islam et al.   ENERGY AND BUILDINGS

Building energy optimization in the early design stages: A simplified method

(2015) Kristoffer Negendahl et al.   ENERGY AND BUILDINGS

Renewable energy system optimization of low/zero energy buildings using single-objective and multi-objective optimization methods

(2015) Yuehong Lu et al.   ENERGY AND BUILDINGS

Application of multi-objective genetic algorithm to optimize energy efficiency and thermal comfort in building design

(2015) Wei Yu et al.   ENERGY AND BUILDINGS

Rapid response surface creation method to optimize window geometry using dynamic daylighting simulation and energy simulation

(2015) Kyosuke Hiyama et al.   ENERGY AND BUILDINGS

BPOpt: A framework for BIM-based performance optimization

(2015) Mohammad Rahmani Asl et al.   ENERGY AND BUILDINGS

Framework for assessing the performance potential of seasonally adaptable facades using multi-objective optimization

(2014) C. Kasinalis et al.   ENERGY AND BUILDINGS

Multi-objective optimization for building retrofit: A model using genetic algorithm and artificial neural network and an application

(2014) Ehsan Asadi et al.   ENERGY AND BUILDINGS

Integrating requirement analysis and multi-objective optimization for office building energy retrofit strategies

(2014) Yunming Shao et al.   ENERGY AND BUILDINGS

A review on simulation-based optimization methods applied to building performance analysis

(2013) Anh-Tuan Nguyen et al.   APPLIED ENERGY

Algorithms for optimization of building design: A review

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

Maximizing the performance of an energy generating façade in terms of energy saving strategies

(2013) Mohannad Bayoumi et al.   RENEWABLE ENERGY

Multiobjective optimization of building design using TRNSYS simulations, genetic algorithm, and Artificial Neural Network

(2009) Laurent Magnier et al.   BUILDING AND ENVIRONMENT