Key challenges in agent-based modelling for geo-spatial simulation

Agent-based modelling (ABM) is fast becoming the dominant paradigm in social simulation due primarily to a worldview that suggests that complex systems emerge from the bottom-up, are highly decentralised, and are composed of a multitude of heterogeneous objects called agents. These agents act with some purpose and their interaction, usually through time and space, generates emergent order, often at higher levels than those at which such agents operate. ABM however raises as many challenges as it seeks to resolve. It is the purpose of this paper to catalogue these challenges and to illustrate them using three somewhat different agent-based models applied to city systems. The seven challenges we pose involve: the purpose for which the model is built, the extent to which the model is rooted in independent theory, the extent to which the model can be replicated, the ways the model might be verified, calibrated and validated, the way model dynamics are represented in terms of agent interactions, the extent to which the model is operational, and the way the model can be communicated and shared with others. Once catalogued, we then illustrate these challenges with a pedestrian model for emergency evacuation in central London, a hypothetical model of residential segregation tuned to London data which elaborates the standard Schelling (1971) model, and an agent-based residential location built according to spatial interactions principles, calibrated to trip data for Greater London. The ambiguities posed by this new style of modelling are drawn out as conclusions

Extending the palette: an analysis of the heterogeneity of techniques for communicating space

This study offers an analysis of the increasing range of communication methods required by the emerging profession of the architectural technologist. It reviews the process of introducing methods of communication into the academic curriculum of undergraduate architectural technology students who have a need to select appropriate techniques in order to communicate to various stakeholders, design teams and clients. The paper reviews the integration of three-dimensional computer modelling technologies for the analysis and communication of proposed designs and considers the knowledge and skills which will be required to enable effective representation of increasingly complex buildings

Changeable Context of the New Technology Artefact and the Changeable Research Outcomes

Computer Aided Drawing (vector based) and painting (raster based) packages, allow the mock-up of designs in virtual space. Whilst this is beneficial for visualising the end product, both methods of drawing have been applied to new and existing machining technologies so that some aspect of the product is derived from a computer file. Today, the applied artist now has an abundance of CAD/CAM (Computer Aided Drawing / Computer Aided Manufacturing) technologies awaiting them. So much so, that in the past fifteen years, many makers have embarked upon practice-led research to find out what a particular technology can do with regard to their design interests. Within such research, the object is the manifestation of what has been discovered through the research activity. This paper considers the relationship between the content of the research object and the context for the object’s reception. This is examined with regard to the author’s research with new technologies for the applied arts. Examples will highlight how the characteristics of artefacts that arise from the research can help determine who the audience for the work is, and how the technology might be used by different kinds of craft practitioners. References will also be made to the work of other designer-makers working with and researching similar technologies. Evidence from practical examples will also be supported by a more theoretical discussion. The implications of supplying, or not supplying, background information for an audience within a variety of settings on the perceived content/context of the object, and the communication of the research, will also be discussed. It is concluded that when developing new processes, keeping the work open to a number of audiences can maximise the outcomes and increase the chances of the process being integrated within practice. The discussion also highlights a trend of positioning the consumer/viewer at the forefront of the research, and a need to evaluate their experiences

A critical evaluation of the standardisation potential of business plan evaluation aids (BPEA) used in venture capital investment decision-making

The research objective was to perform a critical evaluation and comparison of four, representative Business Plan Evaluation Aids (BPEA) to facilitate constructive discussion of the proposition that greater standardisation of venture capital decision-making might be both desirable and possible.The four BPEA were systematically compared using a structured, taxonomic process employing seven key criteria. The evidence of this investigation suggests a clear superiority for BPEAs, which are based on the known attributes of successful ventures and use actuarial modelling. Discussion centred on the importance of using BPEAs in a quest for greater consistency of venture capital investment decision-making.<br /

Design approaches in technology enhanced learning

Design is a critical to the successful development of any interactive learning environment (ILE). Moreover, in technology enhanced learning (TEL), the design process requires input from many diverse areas of expertise. As such, anyone undertaking tool development is required to directly address the design challenge from multiple perspectives. We provide a motivation and rationale for design approaches for learning technologies that draws upon Simon's seminal proposition of Design Science (Simon, 1969). We then review the application of Design Experiments (Brown, 1992) and Design Patterns (Alexander et al., 1977) and argue that a patterns approach has the potential to address many of the critical challenges faced by learning technologists

A Case Study on Artefact-based RE Improvement in Practice

Most requirements engineering (RE) process improvement approaches are solution-driven and activity-based. They focus on the assessment of the RE of a company against an external norm of best practices. A consequence is that practitioners often have to rely on an improvement approach that skips a profound problem analysis and that results in an RE approach that might be alien to the organisational needs. In recent years, we have developed an RE improvement approach (called \emph{ArtREPI}) that guides a holistic RE improvement against individual goals of a company putting primary attention to the quality of the artefacts. In this paper, we aim at exploring ArtREPI's benefits and limitations. We contribute an industrial evaluation of ArtREPI by relying on a case study research. Our results suggest that ArtREPI is well-suited for the establishment of an RE that reflects a specific organisational culture but to some extent at the cost of efficiency resulting from intensive discussions on a terminology that suits all involved stakeholders. Our results reveal first benefits and limitations, but we can also conclude the need of longitudinal and independent investigations for which we herewith lay the foundation