Search
Now showing items 1-10 of 10
OPTIMUS: Self-Adaptive Differential Evolution with Ensemble of Mutation Strategies for Grasshopper Algorithmic Modeling
(MDPI, 2019)
Most of the architectural design problems are basically real-parameter optimization problems. So, any type of evolutionary and swarm algorithms can be used in this field. However, there is a little attention on using ...
Performative computational architecture using swarm and evolutionary optimisation: A review
(PERGAMON-ELSEVIER SCIENCE LTD, 2019)
This study presents a systematic review and summary of performative computational architecture using swarm and evolutionary optimisation. The taxonomy for one hundred types of studies is presented herein that includes ...
Multi-Objective Skylight Optimization for a Healthcare Facility Foyer Space
(IEEE, 2017)
In this paper, the design of a specific case study of a foyer space is concerned in healthcare facility. The design task of a healthcare facility in architectural perspective is one of the most challenging tasks in the ...
Multi-Objective Optimization Through Differential Evolution for Restaurant Design
(IEEE, 2016)
This paper presents the results obtained by NSGA-II and jDEMO on a restaurant design optimization in the conceptual phase. A multi-objective problem is formulated by considering the minimization of investment and the ...
A Multi-Objective Self-Adaptive Differential Evolution Algorithm for Conceptual High-Rise Building Design
(IEEE, 2016)
This paper presents a multi-objective self-adaptive differential evolution algorithm to solve the form-finding problem of high-rise building design in the conceptual phase. The aim of the research is to reach suitable ...
Time-Cost Optimization at the Conceptual Design Stage Using Differential Evolution Case of Single Family Housing Projects in Germany
(IEEE, 2015)
Concurrent minimization of construction cost and duration is a challenging task for architects through conceptual design. Using differential evolution (DE), this study aims to obtain optimum design solutions that minimize ...
Multi-Objective Diagrid Facade Optimization Using Differential Evolution
(IEEE, 2015)
Facades constitute one of the fundamental systems of contemporary buildings. They serve multiple purposes, such as to ensure proper indoor climate, to provide sufficient daylight, but also to create a desirable architectural ...
Addressing the High-Rise Form Finding Problem by Evolutionary Computation
(IEEE, 2015)
This paper aims to examine the application of evolutionary algorithms to the form finding problem of high-rise buildings. In the light of mentioned purpose, this study concentrates on the conceptual phase of the design ...
Multi-zone optimisation of high-rise buildings using artificial intelligence for sustainable metropolises. Part 2: Optimisation problems, algorithms, results, and method validation
(Elsevier, 2021)
High-rise building optimisation is becoming increasingly relevant owing to global population growth and urbanisation trends. Previous studies have demonstrated the potential of high-rise optimisation but have been focused ...
Multi-zone optimisation of high-rise buildings using artificial intelligence for sustainable metropolises. Part 1: Background, methodology, setup, and machine learning results
(Elsevier, 2021)
Designing high-rise buildings is one of the complex tasks of architecture because it involves interdisciplinary performance aspects in the conceptual phase. The necessity for sustainable high-rise buildings has increased ...