Searched for: subject%3A%22multi%255C-objective%255C+optimization%22
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Jaggi, Vanisha (author), Bouman, Nikki (author), Khattat, Mostafa (author), Stoel, Fianne (author), Kanis, Job (author)
OKademy is a start-up that wants to improve the healthcare in the Netherlands by improving the process by which graduated medical students are being matched to a hospital team. This is needed since there is a lack of surgery<br/>assistants, while graduate students need to wait on average six months to start their work in a hospital. To match...
bachelor thesis 2020
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Wensing, I. (author)
Nowadays around 50% of all patients diagnosed with cancer are treated with radiotherapy. Radiotherapy uses ionizing beams to irradiate the tumour. This radiation damages and destroys cells, such that it is impossible for this cell to grow and divide. When the tumour is irradiated, the surrounding healthy tissues gets damaged as well. The goal is...
bachelor thesis 2016
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Kirimtat, Ayca (author), Ekici, B. (author), Çubukçuoglu, C. (author), Sariyildiz, I.S. (author), Tasgetiren, Mehmet Fatih (author)
Floating neighborhoods are innovative and promising urban areas for challenges in the development of cities and settlements. However, this design task requires a lot of considerations and technical challenges. Computational tools and methods can be beneficial to tackle the complexity of floating neighborhood design. This paper considers the...
book chapter 2019
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Piegay, N. (author), Breysse, D. (author)
This paper aims to present an evaluation, optimization and comparison approach for the design of isolated spread foundations in an uncertain environment. The choice of the optimal solution is made according to the decision-maker's preferences to find the best compromise between various conflicting objectives. Furthermore, this approach takes...
conference paper 2015
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Obayashi, S. (author)
Multi-Objective Design Exploration (MODE) and its application are presented. MODE reveals the structure of the design space from the trade-off information and visualizes it as a panorama for Decision Maker. As an optimizer for MODE, Efficient Global Optimization (EGO) based on the Kriging model has been extended to Multi-EGO to solve multi...
conference paper 2006
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Kim, N.S. (author), Janic, M. (author), Van Wee, G.P. (author)
This paper develops a decision-support tool for estimating the balanced market shares of given freight transport systems operating in a given network, satisfying both the minimum costs and the Carbon-Dioxide (CO2) emission requirements. Since CO2 constraints in logistics markets need to be realized in the near future, a modal shift in freight...
conference paper 2009
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Bittermann, M.S. (author), Ciftcioglu, O. (author), Sariyildiz, I.S. (author)
A cognitive system is presented, which is based on coupling a multi-objective evolutionary algorithm with a fuzzy information processing system. The aim of the system is to identify optimal solutions for multiple criteria that involve linguistic concepts, and to systematically identify a most suitable solution among the alternatives. The...
conference paper 2009
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Podgaets, A.R. (author), Ockels, W.J. (author)
conference paper 2006
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Hamarat, C. (author), Pruyt, E. (author), Loonen, E.T. (author)
Adaptivity is essential for dynamically complex and uncertain systems. Adaptive policymaking is an approach to design policies that can be adapted over time to how the future unfolds. It is crucial for adaptive policymaking to specify under what conditions and how to adapt the policy. The performance of adaptive policy is critically depended on...
conference paper 2013
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Yang, D. (author), Sun, Y. (author), Turrin, M. (author), von Buelow, P. (author), Paul, J.C. (author)
Currently, in the conceptual envelope design of sports facilities, multiple engineering performance feedbacks (e.g. daylight, energy and structural performance) are expected to assist architectural design decision-making. In general, it is known as Building Performance Optimization in the conceptual architectural design phase. Essentially, it...
conference paper 2015
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Sariyildiz, I.S. (author), Bittermann, M.S. (author), Ciftcioglu, O. (author)
Multi-objective-optimization-based positioning of houses in a residential neighborhood is described. The task is the placement of the buildings in a favorable configuration constrained by two objectives, which are garden performance and visual privacy performance requirements. The method used is evolutionary computation with the Pareto front...
conference paper 2008
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Vlaun, N.J.V. (author), van Waart, A. (author), Tenpierik, M.J. (author), Turrin, M. (author)
Optimizing the acoustic environment of open plan offices is a complex task due to the large number of design parameters that must be considered. In current practice, acoustic analysis – even in a simplified form – is not naturally integrated into the design process of office spaces. Applying digital acoustic simulation in architectural design...
conference paper 2016
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Yang, D. (author), Sileryte, R. (author), D'Aquilio, A. (author), Turrin, M. (author)
Building performance simulations are usually timeconsuming. They may account for the major portion of time spent in Computational Design Optimization (CDO), for instance, annual hourly daylight and energy simulations. In this case, the optimization may become less efficient or even infeasible within a limited time frame of real-world projects,...
conference paper 2016
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Pan, W. (author), Sun, Yimin (author), Turrin, M. (author), Louter, P.C. (author), Sariyildiz, I.S. (author)
The multi-functional space of sports arena is highly related to the long-span structure. To support the integration of these two aspects, design optimization combining parametric modeling, performance simulations, and searching algorithm can be used. However, optimization is powerful in dealing with quantitative performance, but for some soft...
conference paper 2018
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Ünlü, Püren (author), Ekici, B. (author), Chatzikonstantinou, I. (author), Sariyildiz, I.S. (author), Tasgetiren, Mehmet Fatih (author), Çubukçuoglu, C. (author)
This paper discusses a set of façade design alternatives for form-finding problem focusing on conceptual phase. In this respect, the aim of the research is to propose a multi-objective optimization approach for a façade design of public pool building. We present a set of solution belonging to Self-adaptive Multi-objective Ensemble Differential...
conference paper 2018
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Olsthoorn, Mitchell (author), Panichella, A. (author)
Test Case Selection (TCS) aims to select a subset of the test suite to run for regression testing. The selection is typically based on past coverage and execution cost data. Researchers have successfully used multi-objective evolutionary algorithms (MOEAs), such as NSGA-II and its variants, to solve this problem. These MOEAs use traditional...
conference paper 2021
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Carrillo Córcoles, X. (author), Sodja, J. (author), De Breuker, R. (author)
The ram air inlets flaps are used in some aircraft to modulate the amount of ram<br/>air cooling the Environmental Control System. The current flap design features two metallic plates connected with a hinge. The present work studies an alternative design that replaces the metallic plates with a single composite laminate with morphing...
conference paper 2023
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Peschl, M. (author)
We propose a deep reinforcement learning algorithm that employs an adversarial training strategy for adhering to implicit human norms alongside optimizing for a narrow goal objective. Previous methods which incorporate human values into reinforcement learning algorithms either scale poorly or assume hand-crafted state features. Our algorithm...
conference paper 2021
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Brethome, L. (author), Bouvet-Agnelli, C. (author), Chevrier, R. (author), van Oort, N. (author), Rodriguez, J (author)
This research focuses on designing transportation plan for SNCF Transilien (French rail-way operator for the Parisian suburban mass transit). The objective is to develop methods and decision support tools to propose a timetable adapted to the passenger demand in the Parisian mass transit system, including comfort and reliability criterias.<br/...
conference paper 2017
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Sitzenfrei, Robert (author), Qiu, Mengning (author), Ostfeld, Avi (author), Savic, Dragan (author), Kapelan, Z. (author)
Water distribution networks (WDNs) are a vital component of urban water infrastructure. They transport water from production sites (sources) to spatially distributed consumers (sinks). Multiobjective optimization procedures are often used to minimize construction costs and at the same time maximize the resilience of such systems, which is...
conference paper 2023
Searched for: subject%3A%22multi%255C-objective%255C+optimization%22
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