Cumincad : CUMINCAD Papers : Search Results

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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_id	ecaade2014_019
id	ecaade2014_019
authors	Reinhard Koenig, Matthias Standfest and Gerhard Schmitt
year	2014
title	Evolutionary multi-criteria optimization for building layout planning - Exemplary application based on the PSSA framework
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 2, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 567-574
doi	https://doi.org/10.52842/conf.ecaade.2014.2.567
wos	WOS:000361385100059
summary	When working on urban planning projects there are usually multiple aspects to consider. Often these aspects are contradictory and it is not possible to choose one over the other; instead, they each need to be fulfilled as well as possible. Planners typically draw on past experience when subjectively prioritising which aspects to consider with which degree of importance for their planning concepts. This practice, although understandable, places power and authority in the hands of people who have varying degrees of expertise, which means that the best possible solution is not always found, because it is either not sought or the problem is regarded as being too complex for human capabilities. To improve this situation, the project presented here shows the potential of multi-criteria optimisation algorithms using the example of a new housing layout for an urban block. In addition it is shown, how Self-Organizing-Maps can be used to visualise multi-dimensional solution spaces in an easy analysable and comprehensible form.
keywords	Planning synthesis; evolutionary algorithms; multi-criteria optimization; isovist; computational design
series	eCAADe
email
last changed	2022/06/07 08:00

_id	ascaad2014_021
id	ascaad2014_021
authors	Sushant, Verma and Pradeep Devadass
year	2014
title	Adaptive [skins]: Adaptation through smart systems
source	Digital Crafting [7th International Conference Proceedings of the Arab Society for Computer Aided Architectural Design (ASCAAD 2014 / ISBN 978-603-90142-5-6], Jeddah (Kingdom of Saudi Arabia), 31 March - 3 April 2014, pp. 275-289
summary	The project investigates responsive building skin systems that adapt to the dynamic environmental conditions to regulate internal conditions in a habitable space over different periods of time by exhibiting a state of motion and dynamism. Passive and active building skins are developed using shape memory alloys and pneumatic actuators through investigations of smart systems that integrate smart materials and smart geometries. Nitinol springs are integrated in tensegrity systems to actuate the adaptive behaviour, which forms the passive roof system. Owing to the complexity of the multi-parametric system, genetic algorithms are developed for system optimization and calibrated with physical prototypes at varied scales. The developed systems are tested against two distinct climatic models- New Delhi and Barcelona, and evaluated for performance, based on heat and light, which are quantified as solar gain and illuminance as principles, and daylight factor for evaluation purpose. New tool-sets are developed in the process by combining various digital tools, to create a real-time feedback and memory loop system.
series	ASCAAD
email
last changed	2016/02/15 13:09

_id	ascaad2014_007
id	ascaad2014_007
authors	Al-Rawi, Osama
year	2014
title	Evolutionary Algorithms in Islamic Architecture
source	Digital Crafting [7th International Conference Proceedings of the Arab Society for Computer Aided Architectural Design (ASCAAD 2014 / ISBN 978-603-90142-5-6], Jeddah (Kingdom of Saudi Arabia), 31 March - 3 April 2014, pp. 99-107
summary	The cosmological nature of Islamic architecture makes it a useful case study for the capability of the adaptation, assimilation and accommodation with the development of evolutionary algorithms and their applications in architectural design. Genetic algorithm derives its structure from the observation of nature. We shall review the concept of intelligent agents and their organization into complex adaptive systems as well as genetic-type algorithms for learning and evolution. Since algorithmic art consists of generation of images on the basis of algorithms, algorithms can be viewed as a notation, and notation is something that music has but visual artefacts in general miss. This paper aims to discover the role of evolutionary algorithms in historical Islamic architecture. Also, we shall try to investigate the way in which the future development could occur not only through the discovery of new facts or theories, but also through the rise and dissemination of new visions having different explanation of Islamic architecture that considers it as a result of serious application of formation through evolutionary genetic algorithms.
series	ASCAAD
email
last changed	2016/02/15 13:09

_id	ecaade2024_167
id	ecaade2024_167
authors	Alammar, Ammar; Alymani, Abdulrahman; Jabi, Wassim
year	2024
title	Building Energy Efficiency Estimations with Random Forest for Single and Multi-Zones
source	Kontovourkis, O, Phocas, MC and Wurzer, G (eds.), Data-Driven Intelligence - Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 2, pp. 365–374
doi	https://doi.org/10.52842/conf.ecaade.2024.2.365
summary	Surrogate models (SM) present an opportunity for rapid assessment of a building's performance, surpassing the pace of simulation-based methods. Setting up a simulation for a single concept involves defining numerous parameters, disrupting the architect's creative flow due to extended simulation run times. Therefore, this research explores integrating building energy analysis with advanced machine learning techniques to predict heating and cooling loads (KWh/m2) for single and multi-zones in buildings. To generate the dataset, the study adopts a parametric generative workflow, building upon Chou and Bui's (2014) methodology. This dataset encompasses multiple building forms, each with unique topological connections and attributes, ensuring a thorough analysis across varied building scenarios. These scenarios undergo thermal simulation to generate data for machine learning analysis. The study primarily utilizes Random Forest (RF) as a new technique to estimate the heating and cooling loads in buildings, a critical factor in building energy efficiency. Following that, A random search approach is utilized to optimize the hyperparameters, enhancing the robustness and accuracy of the machine learning models employed later in the research. The RF algorithms demonstrate high performance in predicting heating and cooling loads (KWh/m2), contributing to enhanced building energy efficiency. The study underscores the potential of machine learning in optimizing building designs for energy efficiency.
keywords	Heating and Cooling loads, Topology, Machine learning, Random Forest
series	eCAADe
email
last changed	2024/11/17 22:05

_id	caadria2014_279
id	caadria2014_279
authors	Austern, Guy; Soungmin Yu, Mara Moral and Theerapat Jirathiyut
year	2014
title	The Urban Genome
source	Rethinking Comprehensive Design: Speculative Counterculture, Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2014) / Kyoto 14-16 May 2014, pp. 263–272
doi	https://doi.org/10.52842/conf.caadria.2014.263
summary	The influence of urban morphology on the energy consumption of a fabric has been recently established by research into the energy use of existing cities. This paper suggests a framework for generating environmentally adapted urban tissue by using genetic algorithms as form-finding processes. A series of multi-objective optimization algorithms are described. The geometric abstractions used as a basis for these algorithms are illustrated in detail, and the results and implications of these types of simulations are discussed. The methodology developed within this paper was tested on one km2 site in three cities of varying climates, and further expanded into a detailed case study within one city.
keywords	Urban simulation; Environmental design; Optimization; Genetic Algorithms; Urban Morphology
series	CAADRIA
email
last changed	2022/06/07 07:54

_id	sigradi2014_030
id	sigradi2014_030
authors	Borges, Marina Ferreira; Ricardo Hallal Fakury
year	2014
title	Processo iterativo de design paramétrico e projeto estrutural aplicado ao desenvolvimento de torre eólica [Iterative process of parametric design and structural project applied to the development of lattice and wind power]
source	SIGraDi 2014 [Proceedings of the 18th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-9974-99-655-7] Uruguay - Montevideo 12 - 14 November 2014, pp. 35-38
summary	This article proposes to study the process of parametric design integrated analysis and structural design. This application model is called Performative Model; the form is generated based on performance criteria. The digital tools facilitate the information flow between designers using parametric model and Finite Element Analysis. To research the method of Performative Model is proposed the development of a conceptual framework of lattice wind tower with the aim of a quantitative and qualitative structure optimization. Therefore, the parametric modeling will be done using Rhinoceros software, the plugin for creating algorithms Grasshoper and structural analysis plugin Scan & Solve.
keywords	Performative model; Parametric model; Finite Element Analysis; Lattice Wind Tower
series	SIGRADI
email
last changed	2016/03/10 09:47

_id	sigradi2015_11.166
id	sigradi2015_11.166
authors	Calixto, Victor; Celani, Gabriela
year	2015
title	A literature review for space planning optimization using an evolutionary algorithm approach: 1992-2014
source	SIGRADI 2015 [Proceedings of the 19th Conference of the Iberoamerican Society of Digital Graphics - vol. 2 - ISBN: 978-85-8039-133-6] Florianópolis, SC, Brasil 23-27 November 2015, pp. 662-671.
summary	Space planning in architecture is a field of research in which the process of arranging a set of space elements is the main concern. This paper presents a survey of 31 papers among applications and reviews of space planning method using evolutionary algorithms. The objective of this work was to organize, classify and discuss about twenty-two years of SP based on an evolutionary approach to orient future research in the field.
keywords	Space Planning, Evolutionary algorithms, Generative System
series	SIGRADI
email
last changed	2016/03/10 09:47

_id	sigradi2014_080
id	sigradi2014_080
authors	De Martino, Jarryer Andrade; Gabriela Celani
year	2014
title	Sistema Generativo Evolutivo como Método no Processo Criativo [Evolutionary Generative System as a Method on Creative Process]
source	SiGraDi 2014 [Proceedings of the 18th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-9974-99-655-7] Uruguay - Montevideo 12 - 14 November 2014, pp. 380-383
summary	This paper presents the evolutionary algorithms associated with a generative system as a design method for creating a roof. The flexibility of the system allowed the generation of five experiments with different formal arrangements, contributing to the development of the creative process by obtaining unexpected results and more efficient. The paper presents a brief conceptual description of the evolutionary generative system, the description of the method used and the analysis of results.
keywords	Evolutionary algorithms; Parameterization; Creative process; Optimization; Diversity
series	SIGRADI
email
last changed	2016/03/10 09:50

_id	ecaade2014_086
id	ecaade2014_086
authors	Ahmed Sarhan and Peter Rutherford
year	2014
title	Integrating Sustainability in the Architectural Design Education Process - Taxonomy of Challenges and Guidelines
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 1, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 323-332
doi	https://doi.org/10.52842/conf.ecaade.2014.1.323
wos	WOS:000361384700032
summary	The last decade have seen substantial calls and increasing pressure for developing an integrated design teaching framework, where sustainability is an imperative priority. This paper focuses on presenting a taxonomy of the main challenges encountered within the educational domain, in the attempt to reach an effective integration. The paper also presents a set guidelines to address and try to resolve the noted challenges. As the use of Building Performance Simulation (BPS) applications is a central approach in this process aiming to reach energy efficient buildings, the paper focuses on the shortcomings noted as a result of the use of these applications in the design studios, with particular emphasis on the thermal and lighting aspects of the simulation. The taxonomy presented is a summary of the findings from literature review, as well as the surveys results which were part of the author's research project discussed in the paper.
keywords	Environmental design; building performance simulation; architectural design education
series	eCAADe
email
last changed	2022/06/07 07:54

_id	acadia14_637
id	acadia14_637
authors	Boone, Elizabeth
year	2014
title	Vacuum Insulated Tubes
source	ACADIA 14: Design Agency [Proceedings of the 34th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 9781926724478]Los Angeles 23-25 October, 2014), pp. 637-646
doi	https://doi.org/10.52842/conf.acadia.2014.637
summary	Multi disciplinary research on thermally broken vacuum insulated tubes as a high performance building enclosure.
keywords	Material Logics and Tectonics, Multidisciplinary Design Optimization, Computational design analysis, Practice-based and interdisciplinary computational design research, Works in Progress, Computational design research and education
series	ACADIA
type	Normal Paper
email
last changed	2022/06/07 07:54

_id	acadia14_281
id	acadia14_281
authors	Grinham, Jonathan; Blabolil, Robert; Haak, Jeremy
year	2014
title	Harvest Shade Screens: Programming material for optimal energy building skins
source	ACADIA 14: Design Agency [Proceedings of the 34th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 9781926724478]Los Angeles 23-25 October, 2014), pp. 281-290
doi	https://doi.org/10.52842/conf.acadia.2014.281
summary	A novel approach to programmable material for optimal energy building skins.
keywords	Shape Memory Alloy, Programable Material, Energy Optimization, Material Logic, Smart Material, Building Envelope
series	ACADIA
type	Normal Paper
email
last changed	2022/06/07 07:51

_id	caadria2014_161
id	caadria2014_161
authors	Heydarian, Arsalan; Joao P. Carneiro,David Gerber, Burcin Becerik-Gerber, Timothy Hayes and Wendy Wood
year	2014
title	Immersive Virtual Environments: Experiments on Impacting Design and Human Building Interaction
source	Rethinking Comprehensive Design: Speculative Counterculture, Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2014) / Kyoto 14-16 May 2014, pp. 729–738
doi	https://doi.org/10.52842/conf.caadria.2014.729
summary	This research prefaces the need for engaging with endusers in early stages of design as means to achieve higher performing designs with an increased certainty for enduser satisfaction. While the architecture, engineering, and construction (AEC) community has previously used virtual reality, the primary use has been for coordination and visualization of Building Information Models (BIM). This work builds upon the value of use of virtual environments in AEC processes but asks the research question "how can we better test and measure design alternatives through the integration of immersive virtual reality into our digital and physical mock up workflows? " The work is predicated on the need for design exploration through associative parametric design models, as well as, testing and measuring design alternatives with human subjects. The paper focuses on immersive virtual environments (IVEs) and presents a literature review of the use of virtual environments for integrating enduser feedback during the design stage. In a controlled pilot experiment, the authors find that human participants perform similarly in IVE and the physical environment in everyday tasks. The participants indicated they felt a strong sense of "presence" in IVE. In the future, the authors plan on using IVE to explore the integration of multi agent systems to impact building design performance and occupant satisfaction.
keywords	Virtual Reality; Prototyping; Design Technology; Immersive Virtual Environments; Feedback
series	CAADRIA
email
last changed	2022/06/07 07:51

_id	sigradi2014_132
id	sigradi2014_132
authors	Hu, Yongheng; Qinying Li, Feng Yuang, Han Li
year	2014
title	The BIM based Responsive Environmental Performance Design Methodology
source	SIGraDi 2014 [Proceedings of the 18th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-9974-99-655-7] Uruguay- Montevideo 12,13,14 November 2014, pp. 120-125
summary	The concept of “families” lies in the core of internal data structure in Building Information Modeling (BIM). The elements of this modeling platform are all associated with each other as parts of the “families”, independent of their geometrical structure, materiality, parametric dependencies or their physical connection to other elements. Through the associations introduced among the parameters of the ‘families’ members, this study aims at establishing a methodology for a multi-objective evaluation of the environmental performance of the building as an organism. The methodology is founded on a system of different values and weights attributed to the parameters of the families members which are adjusted and fine-tuned through a series of iterations, thus affecting the overall building performance towards an optimum goal. The performance evaluation method used in the “families” methodology is not limited to the individual assessment of the environmental performance objectives or to an integrated multi-objective weighting mechanism; as an overall evaluation platform it checks and balances the individual characteristics of the system not as static conclusive results but as dynamic criteria intended to guide the overall design and building process. The importance of this paper lies in the construction of a concrete methodological set of tools for the assessment of the environmental performance of the building. It will lead the way in independent research in the field of architectural design and the development of ecological thinking and building in China.
keywords	BIM ‘families’; Multi-Objective Generic Algorithm; Environmental Performance Simulation; Multi-Objective Environmental Performance Optimization
series	SIGRADI
email
last changed	2016/03/10 09:53

_id	sigradi2014_123
id	sigradi2014_123
authors	Hu, Yongheng; Qinying Li
year	2014
title	Study on an Architect-Oriented approach of Structural Performance-based Design
source	SIGraDi 2014 [Proceedings of the 18th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-9974-99-655-7] Uruguay- Montevideo 12,13,14 November 2014, pp. 111-114
summary	For most architects, it is not easy to transform their free form of designs into constructable building without precise knowledge structural design and more often the architect need ask structural engineer for consultation. Yet the structural performance of building itself provides possibility for the architect to explore a new form-finding procedure and An approach is introduced in this article and it could be adopted by architects concerning the works of predicting the structural performance in the early design stage. The approach has been developed throughout the architecture history and recently it turns into a computational methodology for architectural design. This article analysis the structural performance design history in architect’s view, compares and explain the current Structural performance-based design methodology and evaluate its value for architecture design.
keywords	Performance-Based Design; Structural Optimization; Form-Finding; Computational Design; Tectonic Innovation
series	SIGRADI
email
last changed	2016/03/10 09:53

_id	sigradi2014_313
id	sigradi2014_313
authors	Iglesias, Rodrigo A. Martin
year	2014
title	REVERSE DESIGN o de la deconstrucción proyectual del diseño [Reverse Design or the projectual deconstruction of design]
source	SIGraDi 2014 [Proceedings of the 18th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-9974-99-655-7] Uruguay - Montevideo 12 - 14 November 2014, pp. 101-105
summary	Reverse engineering is been applied in industry for many years, particularly in the context of the software industry, with the subsequent theoretical development, especially from the 1990s. In this paper we propose to realize their potential application to the field of design, and then characterize the concept of Reverse Design, associated with the idea of projectual deconstruction, concept that has great potential, from didactics to the optimization of materials and energy. Based on a literature review of the state, we will use the basic texts of reverse engineering to establish parallels, differences and contributions to the discipline.
keywords	Reverse Design; Projectual deconstruction; Reverse engineering; Design recovery; Abduction
series	SIGRADI
email
last changed	2016/03/10 09:53

_id	ecaade2014_052
id	ecaade2014_052
authors	Kieran A. J. Stapleton, Barry J. Gledson and Zaid Alwan
year	2014
title	Understanding technological interoperability through observations of data leakage in Building Information Modelling (BIM) based transactions
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 2, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 515-524
doi	https://doi.org/10.52842/conf.ecaade.2014.2.515
wos	WOS:000361385100054
summary	The use of Building Information Modelling (BIM) and collaborative techniques have been identified as solutions to the problem of managing construction project information and data. However the implementation and success of BIM may stagnate due to issues associated with unsatisfactory technological interoperability, which can impede the flow of information through a project lifecycle. To gain further understanding of technological interoperability within a BIM-enabled project environment, a review of relevant literature was undertaken to assimilate key information and provide a framework for future research. An observational method of reviewing a series of data transactions between multiple BIM packages was then devised in order to assess interoperability issues, and inform future research design. Interim findings from the preliminary stage of this research project have been reported in this paper.
keywords	Bim; information technology; interoperability; technology transfer; data leakage
series	eCAADe
email
last changed	2022/06/07 07:52

_id	cf2015_347
id	cf2015_347
authors	Krakhofer, Stefan
year	2015
title	Closing the Loop: From Analysis to Transformation within BIM
source	The next city - New technologies and the future of the built environment [16th International Conference CAAD Futures 2015. Sao Paulo, July 8-10, 2015. Electronic Proceedings/ ISBN 978-85-85783-53-2] Sao Paulo, Brazil, July 8-10, 2015, pp. 347-357.
summary	The shift from traditional CAD to BIM has created a significant potential to embed optimization processes in many stages of the design. The presented research is situated in the early design stage of inception and concept, focusing on analysis-driven-form-finding during the integrated design approach within a BIM environment. A custom analysis framework, has been developed and linked to a visual programming environment that allows the exchange of data with the parametric components of a BIM environment. The developed workflow and sequential split of functionalities enables a shared design environment for multiple experts and the design-team. The environment is intended to close the loop from analysis to parametric modeling in order to generate and evaluate building designs against performance criteria, with the aim to expedite the design decision process. The prototype has been presented to participants of the Deep-Space Cluster at SmartGeometry 2014.
keywords	Algorithmic Design, Parametric Design, Parametric Analysis, Building Information Modeling, Design Automation.
series	CAAD Futures
email
last changed	2015/06/29 07:55

_id	ecaade2014_224
id	ecaade2014_224
authors	Mohammad Rahmani Asl, Michael Bergin, Adam Menter and Wei Yan
year	2014
title	BIM-based Parametric Building Energy Performance Multi-Objective Optimization
source	Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 2, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 455-464
doi	https://doi.org/10.52842/conf.ecaade.2014.2.455
wos	WOS:000361385100048
summary	Building energy performance assessments are complex multi-criteria problems. Appropriate tools that can help designers explore design alternatives and assess the energy performance for choosing the most appropriate alternative are in high demand. In this paper, we present a newly developed integrated parametric Building Information Modeling (BIM)-based system to interact with cloud-based whole building energy performance simulation and daylighting tools to optimize building energy performance using a Multi-Objective Optimization (MOO) algorithm. This system enables designers to explore design alternatives using a visual programming interface, while assessing the energy performance of the design models to search for the most appropriate design. A case study of minimizing the energy use while maximizing the appropriate daylighting level of a residential building is provided to showcase the utility of the system and its workflow.
keywords	Building energy performance analysis; building information model (bim); parametric modelling; parametric energy simulation; multi-objective optimization
series	eCAADe
email
last changed	2022/06/07 07:58

_id	ascaad2014_015
id	ascaad2014_015
authors	Mueller, Volker
year	2014
title	Second Generation Prototype of a Design Performance Optimization Framework
source	Digital Crafting [7th International Conference Proceedings of the Arab Society for Computer Aided Architectural Design (ASCAAD 2014 / ISBN 978-603-90142-5-6], Jeddah (Kingdom of Saudi Arabia), 31 March - 3 April 2014, pp. 199-209
summary	The integration of performance evaluation into the building design process becomes increasingly important in order to respond to demands on contemporary design with respect to the future of our built and natural environments. This paper presents work on the second iteration of an implementation of a design performance optimization framework that attempts to respond to the challenges of integrating analysis and optimization into the design process. Main challenges addressed are speed of feedback through implementation on the cloud, utilizing parallelization of computations and availability of results in the computational context of the model through leveraging the parametric nature of the application; The goal is to enable designers in their decision-making throughout the design process with focus on earlier phases of the design process during which changes can be implemented faster and at much lower costs than in later phases of design or even during construction and occupation.
series	ASCAAD
email
last changed	2016/02/15 13:09

_id	ascaad2014_012
id	ascaad2014_012
authors	Sherbini, Khaled A. and Tarek Hegazy
year	2014
title	An Automated Value-based Evaluation and Conditional Approval of Construction Submittals
source	Digital Crafting [7th International Conference Proceedings of the Arab Society for Computer Aided Architectural Design (ASCAAD 2014 / ISBN 978-603-90142-5-6], Jeddah (Kingdom of Saudi Arabia), 31 March - 3 April 2014, pp. 161-174
summary	To ensure compliance with specifications during construction, a formal review process, called the submittals process, is typically used whereby a contractor submits proposals for materials, equipment, and processes for owner’s approval. This evaluation process can be a difficult task because of time restriction, lack of information in the submittal package, and lack of defined criteria for evaluation. This study thus introduces an automated decision support for submittal evaluation that uses the Multi-Attribute Utility Theory (MAUT) to evaluate a submittal considering its impact on the construction and operation of the building. First, key building submittals are analyzed and the top one (chiller) is selected and its evaluation parameters grouped into two categories: non-flexible and flexible. The non-flexible parameters have been dealt with as a checklist with predefined thresholds that must be met without tolerance. Flexible parameters, on the other hand, have been analyzed using utility values that represent decision makers’ preferences and tolerance levels. Accordingly, the evaluation process determines the overall utility for the submittal and the value-based condition for accepting it. An automated prototype system has been developed using data provided by three organizations through intensive interviews with experts. A case study was then used to prove that the proposed evaluation system provides consistent and objective decisions, internal alignment of organizational values, and improved lifecycle performance of submittal items.
series	ASCAAD
email
last changed	2016/02/15 13:09

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