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	e892
authors	Kacmar, Charles John
year	1990
title	PROXHY: a Process -Oriented Extensible Hypertext Architecture
source	Texas A&M University
summary	This research describes a new architecture for hypertext environments. The architecture merges the process, object-oriented, and hypertext models to provide hypertext services to object-based, distributed, application components. Through this architecture, applications are integrated to form a comprehensive hypertext computing environment, allowing links to connect applications or objects in different applications. The architecture separates hypertext and application functionality so that multiple applications can use the facilities of a common hypertext layer. The design of the architecture is such that components can be extended or tailored in order to support future applications, multimedia objects, or the needs of specific applications or users. The process-based, object-oriented framework allows objects of arbitrary complexity to live and interact in a hypertext world. Additionally, the protocol and facilities which support component interaction provide location transparency, arbitrary object granularity, and parallel computation over a network. This dissertation provides a conceptual model of hypertext and a general architecture for hypertext system construction. Related literature from object-oriented programming, operating systems, multimedia applications, and database is discussed in terms of the architecture. A hypertext data model, computational model, and hypertext system taxonomy are used to discuss the capabilities of current hypertext systems. Interaction scenarios are provided in order to illustrate object interaction and the distribution of work among the components of the architecture. A prototype system, implemented to demonstrate the feasibility of the architecture, is discussed. The prototype illustrates all aspects of the architecture including distributed application and hypertext components, cross-application linking, and anchors acting as proxy objects for applications. Application scenarios, problems and limitations, and future research issues provide an understanding of the power of the architecture and its potential for impacting the design of next-generation hypertext systems.
series	thesis:PhD
last changed	2003/02/12 22:37

_id	ecaadesigradi2019_346
id	ecaadesigradi2019_346
authors	Kaftan, Martin, Sautter, Sebastian and Kubicek, Bernhard
year	2019
title	Integrating BIPV during Early Stages of Building Design
doi	https://doi.org/10.52842/conf.ecaade.2019.2.139
source	Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 139-144
summary	In the quest to achieve the ambitious climate and clean energy targets the broad implementation of Integrated Photovoltaics (BIPV) is one of the keys. Photovoltaic (PV) modules can be installed above or on current roofing or traditional wall structures. In addition, BIPV devices substitute the skin of the exterior construction frame, i.e. the weather screen, thus simultaneously acting as both a climate screen and an energy producing source. However, while the integral planning strategy to building projects promotes the effective execution of BIPV, the limitation lies in the absence of both instruments and easy-to-use planning aid guidelines, particularly by non-PV experts in the early design stage. This study presents computational methods that help to quickly analyze the BIPV potential for a given building project and to suggest the optimal economical amount and location of the panels based on the building's energy demand profile.
keywords	building integrated photovoltaic (BIPV); integral planning; design rules; simplified models; machine learning
series	eCAADeSIGraDi
email
last changed	2022/06/07 07:52

_id	e835
authors	Kaga, A. and Sasada, T. (et al).
year	1997
title	City information Visualizer Using 3-D model and Computer Graphics
source	Proceedings of the 20th Symposium on Computer Technology of Information, Systems and Applications (AIJ), pp. 205-210
summary	3-D models and computer graphics with its visual characteristics enables easier understanding of various information. Up until now 3-D models and computer graphics has not been used for the analysis of city information due to its high cost and the need for special techniques. Currently, we have discovered new technology in hyper medium based on network technology and lower costs. This paper focuses on the construction of an interactive and visual 3-D city information system, aiming at the 'idea processor' for research and analysis of city planning and market research. We have discovered the requirements necessary for the City Information Visualizer system. Using this technology we will construct the prototype system of the 3-D City Information Visualizer. This system is based on the personal computer and the Client/Server system. The system is then applied to practical city analysis. This paper presents the prototype system and its evaluation in a real project.
series	other
last changed	2003/04/23 15:50

_id	a99e
authors	Kalay, Yehuda E.
year	1997
title	P3: An Integrated Environment to Support Design Collaboration
doi	https://doi.org/10.52842/conf.acadia.1997.191
source	Design and Representation [ACADIA ‘97 Conference Proceedings / ISBN 1-880250-06-3] Cincinatti, Ohio (USA) 3-5 October 1997, pp. 191-205
summary	Buildings are the combined product of the efforts of many participants interacting in complex ways over a prolonged period of time. Currently, sequential communication among the participants is the standard means of collaboration. This method, which is well suited to current legal and professional practices, is inefficient, fraught with loss of information and prone to errors, cost and schedule overruns, and promotes optimization of individual parts at the expense of the overall project. This paper describes an integrated design environment that will facilitate collaborative decision making among the various participants, not merely communicate the results of decisions made by one participant to the other participants in the design team. It is based on the convergence of computing and telecommunication technologies, coupled with the emergence of new design paradigms, which together can overcome the technical difficulties associate with current collaborative design practices. It comprises three different modules: a product model, a performance model, and a process model (hence it is called P3). The paper presents each of these models and their integration into a unified framework.
series	ACADIA
email
last changed	2022/06/07 07:52

_id	4d66
authors	Kalay, Yehuda E.
year	1983
title	A Relational Database for Non-Manipulative Representation of Solid Objects
source	Computer Aided Design September, 1983. vol. 15: pp. 271-276 : ill. includes bibliography.
summary	Being the heart of any solid modeling system, much effort has been spent on formulating the data models which represent the shape of a polyhedral solid object within the computer in an accurate, unique and complete manner. This paper presents an example relational model as a complementary logical schema for viewing the shape database. It facilitates compact storage and supports non-manipulative query operations through the projection, selection and join operators defined for the relational model, without requiring expert knowledge of the manipulative structure. The flexibility of the relational model, compared with that of the hierarchical, manipulative one, allows easy extensibility and the association of non- geometric attributes with each data item
keywords	solid modeling, polyhedra, relational database, representation
series	CADline
email
last changed	2003/06/02 13:58

_id	a495
authors	Kalay, Yehuda E.
year	1989
title	The Hybrid Edge : A Topological Data Structure for Vertically Integrated Geometric Modeling
source	Computer Aided Design. April, 1989. vol. 21: pp. 129-139 : ill. includes bibliography
summary	Generalizing the computational geometric support for the representation of designed artifacts over multiple different levels of symbolic abstraction (e.g., sketches, solid modeling, and drafting) is discussed. First, the need for integrating the representation and manipulation of points, lines, polygons and solids for the purpose of facilitating the design of artifacts at many levels of design abstractions established. Second, a vertically integrated model that supports the representation and manipulation of points, lines, polygons, and solids without redundancy, is presented. The particular roles of the operators and the operandi are discussed, along with their hierarchical integration. The utility of the model is demonstrated in performing operations that involve multiple different levels of data abstraction, such as splitting solids at an arbitrary polygon inscribed on their boundary. Finally, a particular implementation of the integrated model is presented. This implementation is based on the Hybrid Edge, a derivative from Baumgart's Winged Edge and Eastman's Split Edge models. The Hybrid Edge distinguishes between the roles of edges as topological adjacency information carriers and their role as carriers of directionality information. This distinction permits the Hybrid Edge to handle the different combinations of adjacency and directionality requirements imposed by different abstraction levels in the integrated model
keywords	geometric modeling, hybrid edge, topology, solid modeling, B-rep
series	CADline
email
last changed	2003/05/17 10:18

_id	84a7
authors	Kalay, Yehuda E.
year	1991
title	Multi-Faceted, Dynamic Representation of Design Knowledge
source	ARCC Conference on Reflections on Representations. September, 1991. [16] p. : ill. includes bibliography
summary	Explicit representation of design knowledge is needed if scientific methods are to be applied in design research, and if computers are to be used in the aid of design education and practice. The representation of knowledge in general, and design knowledge in particular, have been the subject matter of computer science, design methods, and computer-aided design research for quite some time. Several models of design knowledge representation have been developed over the last 30 years, addressing specific aspects of the problem. This paper describes an approach that recognizes the multiplicity of design knowledge representation modalities and the dynamic nature of the represented knowledge. It uses a variety of computational tools to encode different aspects of design knowledge, including the realities, perceptions and the intentions it comprises. The representation is intended to form a parsimonious, communicable and presentable knowledge- base that can be used as a tool for design research and education
keywords	design, knowledge, representation, architecture, integration
series	CADline
email
last changed	2003/06/02 10:24

_id	da9f
authors	Kamat, Vineet R. and Martinez, Julio C.
year	2001
title	Visualizing Simulated Construction Operations in 3D
source	Journal of Computing in Civil Engineering -- October 2001 -- Volume 15, Issue 4, pp. 329-337
summary	Simulation modeling and visualization can substantially help in designing complex construction operations and in making optimal decisions where traditional methods prove ineffective or are unfeasible.However, there has been limited use of simulation in planning construction operations due to the unavailability of appropriate support tools that can provide users with a more realistic and comprehensiblefeedback from simulation analyses. Visualizing simulated construction operations in 3D can significantly help in establishing the credibility of simulation models. 3D visualization can also provide valuableinsight into the subtleties of construction operations that are otherwise nonquantifiable and presentable. This paper describes the methodology and a first version of a general-purpose 3D visualization system thatis simulation and CAD software independent. This system, the Dynamic Construction Visualizer, enables spatially and chronologically accurate 3D visualization of modeled construction operations and theresulting products.
series	journal paper
last changed	2003/05/15 21:45

_id	0960
authors	Kamat, Vineet Rajendra
year	2000
title	Enabling 3D Visualization of Simulated Construction Operations
source	Virginia Polytechnic Institute and State University
summary	Simulation modeling and visualization can substantially help in designing complex construction operations and in making optimal decisions where traditional methods prove ineffective or are unfeasible. However, there has been limited use of simulation in planning construction operations due to the unavailability of appropriate visual communication tools that can provide users with a more realistic and comprehensible feedback from simulation analyses. Visualizing simulated construction operations in 3D can significantly help in establishing the credibility of simulation models. In addition, 3D visualization can provide valuable insight into the subtleties of construction operations that are otherwise non-quantifiable and presentable. New software development technologies emerge at incredible rates that allow engineers and scientists to create novel, domain-specific applications. This study capitalized on a computer graphics technology based on the concept of the Scene Graph to design and implement a general-purpose 3D Visualization System that is Simulation and CAD-software independent. This system, the Dynamic Construction Visualizer, enables realistic visualization of modeled construction operations and the resulting products in 3D and can be used in conjunction with a wide variety of simulation tools. This thesis describes the Dynamic Construction Visualizer as well as the Scene Graph architecture and the Frame Updating algorithms used in its design.
keywords	Scene Graphs; 3D Visualization; Animation; Simulation; Construction Operations; Computer Graphics
series	thesis:MSc
email
more	http://scholar.lib.vt.edu/theses/available/etd-10232000-19390056/
last changed	2004/06/02 19:12

_id	2006_336
id	2006_336
authors	Kapellos, Alexandre; Martina Voser; Philippe Coignet and If Ebnöther
year	2006
title	CNC Morphological Modelling in Landscape Architecture
doi	https://doi.org/10.52842/conf.ecaade.2006.336
source	Communicating Space(s) [24th eCAADe Conference Proceedings / ISBN 0-9541183-5-9] Volos (Greece) 6-9 September 2006, pp. 336-340
summary	The landscape design studio proposes to research synergies between teaching landscape architecture and using computer numerically controlled (CNC) machines as prototyping tools for students. The focus of the course is not to be proficient in CAAD-CAM technologies but to familiarize architecture students with landscape design and the problematic of large-scale topographical interventions and use these tools as verification instruments. Many prototyping tools are available to the students at the school and are easily accessible: a 3-axis mill, laser cutter, flatbed cutter and a 3D printer. Of all the CNC machines, the 3-axis mill allows for the best translation between idea and model in landscape modeling. Of interest to us is the continuous and more fluid exchange between paper/idea and a physical three-dimensional output, the ability to be able to re-shape continuously the model. The result is a series of models or evolutions, documenting the project idea as it has evolved from the initial concept to the final project.
keywords	Abstract Types of Spatial Representation; CAAD-CAM technology; Digital prototyping; Landscape / Morphology
series	eCAADe
email
last changed	2022/06/07 07:49

_id	ascaad2022_059
id	ascaad2022_059
authors	Karacif, Esranur; Yazici, Sevil
year	2022
title	A Methodology for Material-based Computational Design Supported by Mobile Augmented Reality Application
source	Hybrid Spaces of the Metaverse - Architecture in the Age of the Metaverse: Opportunities and Potentials [10th ASCAAD Conference Proceedings] Debbieh (Lebanon) [Virtual Conference] 12-13 October 2022, pp. 301-312
summary	To represent design, both physical and digital models are utilized in the process. However, they usually don't function in unison. In order to synchronize these two types of models, the changes made in one model are generally translated into the other one later. This study intends to provide a conceptual framework for a simultaneous and synchronized model for the use of material, structure, and performance in the preliminary design stage. The methodology of the study includes evaluating material attributes, structural systems, and building performance of a physical model in the digital environment by using a Mobile Augmented Reality (MAR) interface. Because the cameras in MAR environment are mobile, the range of views can be expanded, and/or designs can be superimposed on user interfaces virtually. Thus, object interaction and navigation are all made possible. By offering a comprehensive, synchronized, and interactive design environment, where material, structure, and performance factors are incorporated both in physical and digital models, the suggested methodology will potentially aid users' decision-making process.
series	ASCAAD
email
last changed	2024/02/16 13:29

_id	caadria2020_190
id	caadria2020_190
authors	Karakiewicz, Justyna, Holguin, Jose Rafael and Kvan, Thomas
year	2020
title	Hope in Perturbanism
doi	https://doi.org/10.52842/conf.caadria.2020.2.041
source	D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 2, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 41-50
summary	A fundamental assumption in this conference is that human actions in creating and modifying our constructed environments can be rethought and made better for the environment. There are few laboratories in which to conduct research; an isolated island system offers one such opportunity. This paper reflects on work that carried out in the past five years in the Galapagos Islands by a collaborative of researchers from five institutions. The research examines potential positive changes in urban settlements and their impact on a fragile ecology of the islands. In this work, we illustrate how small perturbations (disturbances) within urban systems can lead to changes not only within urban form but also in the citizen's environmental awareness and how these, in turn, can lead to positive changes in the environment. The paper discusses applications of models we developed using Python scripting, GIS, and agent-based modelling, as we applied them to design strategies, built outcomes and community awareness.
keywords	complex adaptive systems; urban design; CAS; panarchy
series	CAADRIA
email
last changed	2022/06/07 07:52

_id	sigradi2010_372
id	sigradi2010_372
authors	Karakiewicz, Justyna
year	2010
title	Data Driven Urban Design
source	SIGraDi 2010_Proceedings of the 14th Congress of the Iberoamerican Society of Digital Graphics, pp. Bogotá, Colombia, November 17-19, 2010, pp. 372-375
summary	Increasingly, interest in urban design challenges is being tied to research agendas in which data are generated of relevance to design intent. This paper addresses consequent opportunities for those engaged in urban design and discusses opportunities in parametric urban design to move beyond common engagement in description. The paper describes how parametric systems have been used to help students to bridge the gap from conceptual design to propositions and describes models used to develop diagrams of site potential. The paper illustrates the power of diagram in both mapping existing conditions as well as in projecting possible urban futures.
keywords	diagrams, parametric design, urban design, emergence, adaptive systems
series	SIGRADI
email
last changed	2016/03/10 09:53

_id	121a
authors	Karner, K., Klaus, A., Bauer, J. and Zach, Ch.
year	2003
title	MetropoGIS: A City Modeling System
source	CORP 2003, Vienna University of Technology, 25.2.-28.2.2003 [Proceedings on CD-Rom]
summary	We report on a new system to generate photo-realistic 3D models of real cities. So far, we focus on the accurate geometric andradiometric modeling of man-made structures. The modeling process starts with a 3D block model obtained from aerial images, aerial laser scans or GIS data. This block model is further augmented with geo-referenced terrestrial images of the facades. Theterrestrial images are either captured using a mobile multi-sensor-platform or an off-the-shelf digital camera. The relative orientationof terrestrial images is calculated automatically and fitted towards the 3D block model with minimized human input using vanishingpoints. 2D image features like lines are extracted from the images and used to model 3D lines using line matching techniques. Theextraction of dense 3D point clouds on the facades is based on a hierarchical point matching strategy over multiple oriented images.Facades are found by robust fitting of plane hypotheses through these 3D line and point clouds. The introduced city modeling systemdelivers a fully 3D geographic information data set and is called MetropoGIS.
series	other
email
last changed	2003/03/11 20:39

_id	7847
authors	Kartam, Nabil and Flood, Ian
year	2000
title	Construction simulation using parallel computing environments
source	Automation in Construction 10 (1) (2000) pp. 69-78
summary	The paper describes and compares alternative approaches to implementing construction simulation models within a multiprocessor computing environment. Both parallel-algorithmic and neural network based methods of simulating construction processes are considered, and compared with the conventional serial-algorithmic approach. The lines along which a simulation algorithm can be divided into tasks for parallel execution on a multiprocessor are first discussed, and the merits of each approach are identified. This is followed by a brief discourse on neural networks, their application to construction simulation, and the way in which such an implementation can be implemented within a multiprocessing environment. The merits and demerits of all approaches are discussed with particular reference to a model of an excavation system. A case study comparing the speed at which each implementation can process a simulation shows the neural approach to operate approximately two orders of magnitude faster than the alternatives. The paper concludes with an indication of future research to be conducted in this field.
series	journal paper
more	http://www.elsevier.com/locate/autcon
last changed	2003/05/15 21:22

_id	caadria2024_206
id	caadria2024_206
authors	Kasai, Ai and Ishizawa, Tsukasa
year	2024
title	More Words from Facility Operation Managers: Text-based Building Information for Inclusive Accessibility
doi	https://doi.org/10.52842/conf.caadria.2024.1.241
source	Nicole Gardner, Christiane M. Herr, Likai Wang, Hirano Toshiki, Sumbul Ahmad Khan (eds.), ACCELERATED DESIGN - Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 1, pp. 241–250
summary	In the domain of Facility Management (FM), the implementation of Building Information Modelling (BIM) poses significant challenges for the Facility Operation Manager (FOMr) in terms of effective integration into their regular workflow. Employing the Soft Systems Methodology (SSM), this study highlights a conducive environment that enhances the usability of BIM for the FOMr. By expanding the application scenarios of BIM within the FM field, we contribute to completing the lifecycle of building models. We introduce 'Text-based Building Information' (TxBI), a system designed to complement Industry Foundation Classes (IFC) while emphasizing a text-centric approach. TxBI strategically focuses on systematically integrating Mechanical, Electrical, and Plumbing (MEP) components, which are pivotal for daily FM operations. It generates a simple yet versatile dataset derived from the as-built BIM deliverable, channeling it to Computerized Maintenance Management Systems (CMMS) and streamlined 3D systems. The utility of TxBI is exemplified through its application in commercial software environments, showcasing the creation of lightweight digital twins of completed buildings. Significantly enhancing FOMrs’ access to building information, TxBI establishes a more versatile data environment for all building stakeholders. The accumulation of comprehensive information throughout the Operation and Maintenance (O&M) phase culminates in enhanced asset management and extended longevity of buildings.
keywords	BIM for FM, operation and management, facility operation managers, text-based building information, long-life building, real time visualization from text, digital twins
series	CAADRIA
email
last changed	2024/11/17 22:05

_id	ddss2008-43
id	ddss2008-43
authors	Katoshevski, Rachel; Theo Arentze and Harry Timmermans
year	2008
title	Simulating Urban Dynamics Using a Combination of CellularAutomata and Activity-Based Models
source	H.J.P. Timmermans, B. de Vries (eds.) 2008, Design & Decision Support Systems in Architecture and Urban Planning, ISBN 978-90-6814-173-3, University of Technology Eindhoven, published on CD
summary	Cellular automata models of urban change have been criticised for their lack of behavioural theory and representation in simulating urban change. It has led to a plea for developing multi-agent models. As a first step into this direction, this paper discusses the formulation of a combination of a cellular automata representation for an initial configuration of land use. This is linked to an activity-based model of travel demand, which generates varying demand for facilities across space. Agents, representing facility providers respond to this demand in locating and resizing their facilities. The interplay between these components then results in urban dynamics. The model is illustrated using a hypothetical example of urban forms.
keywords	Cellular automata, Activity-Based Modelling, Urban dynamics
series	DDSS
last changed	2008/09/01 17:06

_id	sigradi2012_153
id	sigradi2012_153
authors	Kaufmann, Stefan; Petzold, Frank
year	2012
title	Cybernetic models in building fabrication. A three stage training approach to digital fabrication in architecture
source	SIGraDi 2012 [Proceedings of the 16th Iberoamerican Congress of Digital Graphics] Brasil - Fortaleza 13-16 November 2012, pp. 243-245
summary	In the time since European architects first began using computers in the building design process, the digital revolution has transformed how architects use planning tools completely. Today, digital tools are an indispensable part of planning practice. Besides a wide variety of digital modeling tools, parametric tools offer architects diverse options for generating cybernetic building models as BIM-models or homeostatic parametric geometry models. Cybernetic models help us to describe the buildings as a system and can improve planning efficiency. The aim of planning is to construct or fabricate an end result. The integration of digital fabrication methods in the digital chain is a fundamental goal if architects are to benefit from the progressive development of computer controlled machine tools. Fabrication integrated digital models can automate the planning process up to the production stage and enable the efficient fabrication of building components. The increased efficiency of planning and fabrication has facilitated a growing proliferation of buildings of increasing geometric complexity. Computers can open a door to the realization of new forms, spaces and construction systems to architects that understand the principles of fabrication-integrated cybernetic modeling.
keywords	didactic; parametric design; digital fabrication; CIM;
series	SIGRADI
email
last changed	2016/03/10 09:53

_id	ddssup0208
id	ddssup0208
authors	Kawakami, Mitsuhiko and Zhenjiang, Shen
year	2002
title	Formulation of an Urban and Regional Planning System Basedon a Geographical Information System and its Application- A Case Study of the Ishikawa Prefecture Area of Japan -
source	Timmermans, Harry (Ed.), Sixth Design and Decision Support Systems in Architecture and Urban Planning - Part two: Urban Planning Proceedings Avegoor, the Netherlands), 2002
summary	An Urban and Regional Planning System based on a geographical information system was developed using four sub-systems consisting of a digital map system, a database system, an analysis and forecast system and a planning system. In this case ARCVIEW GIS software was used as a development tool. The digital map system is formulated by the planar orthogonal coordinate system. The data is converted from digital maps issued by the Geographical Survey Institute of Japan (GSI). The database system has layers of data sets, which consist of statistical data, attribute data of geographical points and characteristics of natural features and the built environment. Several sets of principal census data havebeen converted to mesh data. These kinds of data sets are also utilized to this system. LANDSAT TM data is converted into vector data and linked to the same coordinate system. The analysis and forecast system consists of statistical or mathematical analysis, forecasts and visual presentations of the results. The planning system consists of some planning models and reviewing techniques to evaluate alternatives. As an example, this paper examines the relationship between land use and the temperatureon the ground level in built-up areas.
series	DDSS
last changed	2003/08/07 16:36

_id	ddss2008-22
id	ddss2008-22
authors	Keim, Christian
year	2008
title	Modelling urban dynamics through cellular automata: an empirical application
source	H.J.P. Timmermans, B. de Vries (eds.) 2008, Design & Decision Support Systems in Architecture and Urban Planning, ISBN 978-90-6814-173-3, University of Technology Eindhoven, published on CD
summary	Actual developments of digital maps and tools given by GIS-systems provide the possibility to develop new methodologies to handle land-cover data for modelling purposes. At any rate empirical applications are still rare within the Geosimulation studies and yet there is not an established methodology. The aim of the work has been to construct a cellular automata (CA) model of a sprawling city region within the German context, based on empirical data. The urban land-use classes (LUC) are considered as a higher organisation level of different building typologies and relative functions. These define the land-use patterns as self-organized from their complex spatial iterations, based on limited local information exchange. On the one hand the synthesis capacity of the CA models has been verified, even without socio-economical variables. On the other hand, it has been seen that the still early evolutional state of digital land-cover datasets are too premature to fully suite the modelling purposes.
keywords	Complex Systems, Self-Organisation, Cellular automata, Geographical information systems, Land-use change
series	DDSS
last changed	2008/09/01 17:06

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