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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 ...
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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 ...
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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 ...
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A multi-objective harmony search algorithm for sustainable design of floating settlements 

Cubukcuoglu, C.; Chatzikonstantinou, I.; Tasgetiren, M.F.; Sariyildiz, I.S.; Pan, Q.K. (Algorithms, 2016)
This paper is concerned with the application of computational intelligence techniques to the conceptual design and development of a large-scale floating settlement. The settlement in question is a design for the area of ...
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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 ...
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Evolutionary computation for architectural design of restaurant layouts 

Ugurlu, C.; Chatzikonstantinou, I.; Sariyildiz, I.S.; Tasgetiren, M.F. (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, 2015)
This paper presents the results obtained by NSGA-II and DE on a restaurant layout optimization problem, trying to maximize total profit while minimizing investment. The problem entails the configuration of restaurant ...
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Identification of sustainable designs for floating settlements using computational design techniques 

Ugurlu, C.; Chatzikonstantinou, I.; Sariyildiz, I.S.; Tasgetiren, M.F. (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, 2015)
This paper focuses on the conceptual design and the development of a floating neighborhood by taking advantage of computational methods. An application to a concept design of a floating neighborhood in the region of Urla-A ...
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A Multi-Objective Harmony Search Algorithm for Sustainable Design of Floating Settlements 

Cubukcuoglu, C.; Chatzikonstantinou, I.; Tasgetiren, M.F.; Sariyildiz, I.S.; Pan, Q.K. (MDPI AG, 2016)
This paper is concerned with the application of computational intelligence techniques to the conceptual design and development of a large-scale floating settlement. The settlement in question is a design for the area of ...
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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 ...
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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. (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 ...
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Evolutionary Computation for Architectural Design of Restaurant Layouts 

Ugurlu, C.; Chatzikonstantinou, I.; Sariyildiz, I.S.; Tasgetiren, M.F. (IEEE, 2015)
This paper presents the results obtained by NSGA-II and DE on a restaurant layout optimization problem, trying to maximize total profit while minimizing investment. The problem entails the configuration of restaurant ...
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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 ...
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Identification of Sustainable Designs for Floating Settlements Using Computational Design Techniques 

Ugurlu, C.; Chatzikonstantinou, I.; Sariyildiz, I.S.; Tasgetiren, M.F. (IEEE, 2015)
This paper focuses on the conceptual design and the development of a floating neighborhood by taking advantage of computational methods. An application to a concept design of a floating neighborhood in the region of Urla ...
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Hospital layout design renovation as a Quadratic Assignment Problem with geodesic distances 

Cubukcuoglu, C.; Nourian, P.; Tasgetiren, M.F.; Sariyildiz, I.S.; Azadi, S. (Elsevier, 2021)
Hospital facilities are known as functionally complex buildings. There are usually configurational problems that lead to inefficient transportation processes for patients, medical staff, and/or logistics of materials. The ...
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Hospital layout design renovation as a Quadratic Assignment Problem with geodesic distances 

Cubukcuoglu, C.; Nourian, P.; Tasgetiren, M.F.; Sariyildiz, I.S. (Elsevier, 2021)
Hospital facilities are known as functionally complex buildings. There are usually configurational problems that lead to inefficient transportation processes for patients, medical staff, and/or logistics of materials. The ...
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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 ...
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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 ...
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A memetic algorithm for the bi-objective quadratic assignment problem 

Cubukcuoglu, C.; Tasgetiren, M.F.; Sariyildiz, I.S.; Gao, L.; Kucukvar, M. (Procedia Manufacturing, 2019)
Recently, multi-objective evolutionary algorithms (MOEAs) have been extensively used to solve multi-objective optimization problems (MOPs) since they have the ability to approximate a set of non-dominated solutions in ...
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A discrete event simulation procedure for validating programs of requirements: The case of hospital space planning 

Cubukcuoglu, C.; Nourian, P.; Sariyildiz, I.S.; Tasgetiren, M.F. (SoftwareX, 2020)
This paper introduces a Discrete-Event Simulation (DES) tool developed as a parametric CAD program for validating a program of requirements (PoR) for hospital space planning. The DES model simulates the procedures of ...





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Sariyildiz, I.S. (19)
Tasgetiren, M.F. (19)
Chatzikonstantinou, I. (10)Cubukcuoglu, C. (9)Ekici, B. (9)Pan, Q.K. (4)Ugurlu, C. (4)Nourian, P. (3)Kazanasmaz, Z.T. (2)Kutucu, S. (2)... View MoreSubjectArchitectural space planning (2)Building simulation (2)Computational design (2)High-rise building (2)Hospital layout (2)Machine learning (2)Optimization (2)Performance-based design (2)Layout optimization tool (1)Quadratic assignment problem (1)... View MoreDate Issued2015 (6)2016 (6)2021 (4)2019 (2)2020 (1)Has File(s)No (15)Yes (4)

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