Yazar
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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 ... -
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 ... -
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 ... -
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 ... -
Addressing design preferences via auto-associative connectionist models: Application in sustainable architectural Façade design
Chatzikonstantinou, I.; Sariyildiz, I.S. (Automation in Construction, 2017)Truly successful designs are characterized by both satisfaction of design goals and the presence of desirable physical features. Experienced design professionals are able to exercise their cognition to satisfy both aspects ... -
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 ... -
Approximation of simulation-derived visual comfort indicators in office spaces: A comparative study in machine learning
Chatzikonstantinou, I.; Sariyildiz, I.S. (Architectural Science Review, 2016)In performance-oriented architectural design, the use of advanced computational simulation tools may provide valuable insight during design. However, the use of such tools is often a bottleneck in the design process, given ... -
Conceptual airport terminal design using evolutionary computation
Chatzikonstantinou, I.; Sariyildiz, I.S.; Bittermann, M.S. (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, 2015)Passenger terminals are very complex buildings not only in their function, form and structure but also in infrastructure, security, comfort, energy, which deal with huge investments, both in terms of capital, as well as ... -
Designing self-sufficient floating neighborhoods using computational decision support
Kirimtat, A.; Chatzikonstantinou, I.; Sariyildiz, I.S.; Tartar, A. (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, 2015)Floating settlements, which introduce further design complexities over traditional developments, have become an alternative for urban development due to climate change and shortage of land. This study aims to develop a ... -
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 ... -
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 ... -
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 ... -
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 ... -
Impacts of problem scale and sampling strategy on surrogate model accuracy: An application of surrogate-based optimization in building design
Yang, D.; Sun, Y.; Di Stefano, D.; Turrin, M.; Sariyildiz, I.S. (2016 IEEE Congress on Evolutionary Computation, CEC 2016, 2016)Surrogate-based Optimization is a useful approach when the objective function is computationally expensive to evaluate, compared to Simulation-based Optimization. In the surrogate-based method, analytically tractable ... -
Is architectural design a science?
Sariyildiz, I.S. (Designology: Studies on Planning for Action, 2018)[No abstract available] -
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 for shading devices in buildings by using evolutionary algorithms
Kirimtat, A.; Koyunbaba, B.K.; Chatzikonstantinou, I.; Sariyildiz, I.S.; Suganthan, P.N. (2016 IEEE Congress on Evolutionary Computation, CEC 2016, 2016)The reduction of energy consumption is a major challenge around the world. Architectural aspects have a significant place to minimize energy consumption to the maximum level. The use of large glazed facades causes overheating ... -
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 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-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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