Yazar
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A multi-objective self-adaptive differential evolution algorithm for conceptual high-rise building design
Ekici, B.; Chatzikonstantinou, I.; Sariyildiz, I.S.; Tasgetiren, M.F.; Pan, Q.K. (2016 IEEE Congress on Evolutionary Computation, CEC 2016, 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 ... -
A Multi-Objective Self-Adaptive Differential Evolution Algorithm for Conceptual High-Rise Building Design
Ekici, B.; Chatzikonstantinou, I.; Sariyildiz, I.S.; Tasgetiren, M.F.; Pan, Q.K. (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 ... -
Addressing the high-rise form finding problem by evolutionary computation
Ekici, B.; Kutucu, S.; Sariyildiz, I.S.; Tasgetiren, M.F. (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, 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 ... -
Addressing the High-Rise Form Finding Problem by Evolutionary Computation
Ekici, B.; Kutucu, S.; Sariyildiz, I.S.; Tasgetiren, M.F. (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 ... -
Design of Rectangular Facade Modules through Computational Intelligence Case of Common Space in Healthcare Building
Karaman, S.; Ekici, B.; Cubukcuoglu, C.; Koyunbaba, B.K.; Kahraman, I. (IEEE, 2017)This paper presents an implementation of multi-objective optimization for a rectangular facade design proposal in a healthcare building's common space. Objectives are to maximize daylight performance and to minimize facade ... -
Design of rectangular façade modules through computational intelligence
Karaman, S.; Ekici, B.; Cubukcuoglu, C.; Koyunbaba, B.K.; Kahraman, I. (2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings, 2017)This paper presents an implementation of multiobjective optimization for a rectangular façade design proposal in a healthcare building's common space. Objectives are to maximize daylight performance and to minimize façade ... -
Multi-Objective Diagrid Facade Optimization Using Differential Evolution
Chatzikonstantinou, I.; Ekici, B.; Sariyildiz, I.S.; Koyunbaba, B.K. (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 ... -
Multi-objective diagrid facąde optimization using differential evolution
Chatzikonstantinou, I.; Ekici, B.; Sariyildiz, I.S.; Koyunbaba, B.K. (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, 2015)Facądes 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 ... -
Multi-objective optimization through differential evolution for restaurant design
Cubukcuoglu, C.; Chatzikonstantinou, I.; Ekici, B.; Sariyildiz, I.S.; Tasgetiren, M.F. (2016 IEEE Congress on Evolutionary Computation, CEC 2016, 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 ... -
Multi-Objective Optimization Through Differential Evolution for Restaurant Design
Cubukcuoglu, C.; Chatzikonstantinou, I.; Ekici, B.; Sariyildiz, I.S.; Tasgetiren, M.F. (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 ... -
Multi-Objective skylight optimization for a healthcare facility foyer space
Yufka, M.; Ekici, B.; Cubukcuoglu, C.; Chatzikonstantinou, I.; Sariyildiz, I.S. (2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings, 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 Skylight Optimization for a Healthcare Facility Foyer Space
Yufka, M.; Ekici, B.; Cubukcuoglu, C.; Chatzikonstantinou, I.; Sariyildiz, I.S. (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-zone optimisation of high-rise buildings using artificial intelligence for sustainable metropolises. Part 1: Background, methodology, setup, and machine learning results
Ekici, B.; Kazanasmaz, Z.T.; Turrin, M.; Tasgetiren, M.F.; Sariyildiz, I.S. (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 ... -
Multi-zone optimisation of high-rise buildings using artificial intelligence for sustainable metropolises. Part 2: Optimisation problems, algorithms, results, and method validation
Ekici, B.; Kazanasmaz, Z.T.; Turrin, M.; Tasgetiren, M.F.; Sariyildiz, I.S. (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 ... -
Optimisation of energy consumption and daylighting using building performance surrogate model
Aydin, E.E.; Dursun, O.; Chatzikonstantinou, I.; Ekici, B. (UNIV MELBOURNE, 2015)Today, the architects are expected to identify solutions that provide best trade-offs among an excessively large number of possible design alternatives. Within this context, computational intelligence techniques prove to ... -
OPTIMUS: Self-Adaptive Differential Evolution with Ensemble of Mutation Strategies for Grasshopper Algorithmic Modeling
Cubukcuoglu, C.; Ekici, B.; Tasgetiren, M.F.; Sariyildiz, I.S. (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
Ekici, B.; Cubukcuoglu, C.; Turrin, M.; Sariyildiz, I.S. (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 ... -
Performative computational architecture using swarm and evolutionary optimisation: A review
Ekici, B.; Cubukcuoglu, C.; Turrin, M.; Sariyildiz, I.S. (Building and Environment, 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 ... -
Time-cost optimization at the conceptual design stage using differential evolution
Dursun, O.; Ekici, B.; Sariyildiz, I.S. (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, 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 ... -
Time-Cost Optimization at the Conceptual Design Stage Using Differential Evolution Case of Single Family Housing Projects in Germany
Dursun, O.; Ekici, B.; Sariyildiz, I.S. (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 ...
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