An agent-based hybrid intelligent system for foreign exchange trading

The foreign exchange (FX) market has many features including (1) Each trader’s payoff depends not only on his own behavior, but also on other traders’ decisions; (2) The number of traders is too large to make them all know the other dealers’ methods of decision making; and (3) The FX market has many levels. The FX market is complex because of these features. A diversity of techniques are required to deal with such complex problems. That is hybrid solutions are crucial for the FX market. On the other hand, research into the FX market has revealed that it demonstrates some characteristics of multi-agent systems such as autonomy, interaction, and emergence. To this end, an agent-based hybrid intelligent system was developed for FX trading, which is based on our proposed agent-based hybrid framework. This paper is to discuss the analysis, design, and implementation such a system. Some experimental results and comparisons with related works are also provided. The interest of this paper does not reside in improving the predictive capabilities of different FX models, but rather in how to integrate different models into one system under the unifying agent framework. The success of this system indicates that agent perspectives are very appropriate to model complex problems such as the FX trading.

Highly programmable surface

A highly programmable electro-mechanical surface is developed using an effective array of individual pins arranged in a gridform. Each pin can be independently raised or lowered to create a wide range of contoured surfaces. It was found that as the number of elements increased. high levels of accuracy could still be achieved. however the required processing power increased logarithmically. This finding was attributed to the large amounts of data being passed. and subsequently led to a second focus; various methods of data management and flow control techniques within large-scale multi elemental systems. Results indicated a large potential for highly programmable surfaces within industry to provide a computer controlled surface for rapid prototyping. The research also revealed the potential for such a device to be used as a HID within Haptic applications.

Sensor fusion based localization of a mobile user in a wireless network

This paper applies sensor fusion to the localization problem of a mobile user. We propose that the use of direction of arrival (DOA) estimations along with received signal strength measurements can increase the accuracy and robustness of location estimations. The DOA estimations are incapable of providing multi-dimensional positioning alone, while signal strength methods are prone to high uncertainties. A Robust Extended Kalman Filter (REKF) is used to derive the state estimate of the mobile user's position, and successfully track the mobile users with less system complexity, as it requires measurements from only one base station. Therefore, localization of mobile users can be performed at the single base station. Furthermore, the technique is robust against system uncertainties caused by the inherent deterministic nature of the mobility model. Through simulation, we show the accuracy of our prediction algorithm and the simplicity of its implementation.

Robust parallel filtering design of a swarm tracking system

Swarming networks of mobile autonomous agents require inter-agent position information in order perform various tasks. The primary control input for the majority of current control strategies is inter-agent distance information. In this paper we provide a robust parallel filter based tracking scheme that allows a mobile agent to track other multiple mobile agents. The distance, angle, and relative position is given in a direct target tracking output. This allows the mobile agent to decide which information is best suited for the particular objective

Policy hysteria in action: teenage parents at secondary school in Australia

In this chapter we present an account of the policy paradox of establishing a Young Parents' Access Project (YPAP) for students at a senior secondary college in the state of Victoria, Australia. l Within a policy climate of endless reform and new policy initiatives, 90 per cent of all secondary school students in Victoria are expected to complete 13 years of formal education or training, and to be supported to make successful transitions from school to work or further education. Yet young people who are pregnant or parenting and who wish to complete their secondary schooling are invisible within the policies that construct the work of schools. In response to enquiries from teenage parents interested in returning to school and confronting the challenge of juggling home life, childcare and school work, Corio Bay Senior College (CBSC) decided to establish a multi-dimensional project that was underpinned by the provision of fully licensed on-site childcare.

Stability of 2-D characteristic polynomials

This paper derives some new conditions for the bivariate characteristic polynomial of an uncertain matrix to be very strict Hurwitz. The uncertainties are assumed of the structured and unstructured type. By using the two-dimensional (2-D) inverse Laplace transform, the bounds on the uncertainties are derived which will ensure that the bivariate characteristic polynomial to be very strict Hurwitz. Two numerical examples are given to illustrate the results.

Concepts and dimensionality in modeling unsaturated water flow and solute transport

Many environmental studies require accurate simulation of water and solute fluxes in the unsaturated zone. This paper evaluates one- and multi-dimensional approaches for soil water flow as well as different spreading mechanisms to model solute behavior at different scales. For quantification of soil water fluxes,Richards equation has become the standard. Although current numerical codes show perfect water balances, the calculated soil water fluxes in case of head boundary conditions may depend largely on the method used for spatial averaging of the hydraulic conductivity. Atmospheric boundary conditions, especially in the case of phreatic groundwater levels fluctuating above and below a soil surface, require sophisticated solutions to ensure convergence. Concepts for flow in soils with macro pores and unstable wetting fronts are still in development. One-dimensional flow models are formulated to work with lumped parameters in order to account for the soil heterogeneity and preferential flow. They can be used at temporal and spatial scales that are of interest to water managers and policymakers. Multi-dimensional flow models are hampered by data and computation requirements.Their main strength is detailed analysis of typical multi-dimensional flow problems, including soil heterogeneity and preferential flow. Three physically based solute-transport concepts have been proposed to describe solute spreading during unsaturated flow: The stochastic-convective model (SCM), the convection-dispersion equation (CDE), and the fraction aladvection-dispersion equation (FADE). A less physical concept is the continuous-time random-walk process (CTRW). Of these, the SCM and the CDE are well established, and their strengths and weaknesses are identified. The FADE and the CTRW are more recent,and only a tentative strength weakness opportunity threat (SWOT)analysis can be presented at this time. We discuss the effect of the number of dimensions in a numerical model and the spacing between model nodes on solute spreading and the values of the solute-spreading parameters. In order to meet the increasing complexity of environmental problems, two approaches of model combination are used: Model integration and model coupling. Amain drawback of model integration is the complexity of there sulting code. Model coupling requires a systematic physical domain and model communication analysis. The setup and maintenance of a hydrologic framework for model coupling requires substantial resources, but on the other hand, contributions can be made by many research groups.

Conditions to ensure the 2-D characteristic polynomial of uncertain matrix is very strict Hurwitz

This article derives some new conditions for the bivariate characteristic
polynomial of an uncertain matrix to be very strict Hurwitz. The uncertainties are assumed of the structured and unstructured type. Using the two-dimensional inverse Laplace transform, we derive the bounds on the uncertainties, which will ensure that the bivariate characteristic polynomial is very strict Hurwitz. Two numerical examples are given to illustrate the results.

Modelling financial investment planning from agent perspectives

Multi-agent Systems (MASs) offer strong models for representing complex and dynamic real-world environments. Taking financial investment planning as an example, this paper describes how to model complex systems from agent perspectives. Different agents and their behaviours are identified for financial investment planning. These agents are put together as an agent-based system. The experimental results show that all agents in the system can work cooperatively to provide reasonable investment advice. The system is very flexible and robust. The success of the system indicates that (MASs) can significantly facilitate the modelling of complex systems.

Incorporating track records of agents into matchmaking in middle agents

Middle agents play a very important role in multiagent systems used in open and dynamic environments. The performance of middle agents relies heavily on the matchmaking algorithms used. The actual performance of provider agents in accomplishing delegated tasks has a significant impact on the matchmaking outcomes of middle agents. With those observations in mind, this paper discusses the incorporation of the track records of agents in accomplishing delegated tasks into the matchmaking process. How to provide initial values for track records in the algorithm are detailed. A prototype is also built to verify the algorithm. Based on the improved algorithm, the matchmaking outcomes are more accurate and reasonable.

An improved trust model in agent-mediated E-commerce

Trust is a fundamental issue in multiagent systems, especially in agent-mediated e-commence. The trust model plays an important role in determining who and how to interact in open and dynamic environments. To this end, many trust models have been developed. Based on the confidence–reputation model proposed by other researchers, an improved trust model is discussed. The original model was enhanced in two aspects: (1) when evaluating the trustworthiness of target agents, the reliability of the witness itself is taken into account and further aggregated by Dempster-Shafer evidence theory and (2) the ontological property of trust is considered, which implies that trust can be calculated more precisely. A case study is provided to show the effectiveness of the improved model.

Educational organizations and gender in times of uncertainty

In this chapter I identify and elaborate, from a feminist perspective, upon the theoretical shifts and key concepts that inform sociological analyses of gender and educational organizations. Gender inequalities are embedded in the multi-dimensional structure of relationships between women and men, which, as the modern sociology of gender shows, operates at every level of experience, from economic arrangements, culture and the state to interpersonal relationships and individual emotions. (Connell, 2005: 1801) Even naming this a sociology of gender and organizations is problematic. Many sociologists consider gender as a key sociological concept, but not necessarily from a feminist perspective. Feminism is a multidisciplinary, transnational movement that 'focuses on the relationship between social movements, political action and social inequalities' (Arnot, 2002: 3) and on the everyday experiences of women and girls and how they translate into social and structural 'ruling relations' (Smith, 1988). Feminism takes on multiple trajectories and imperatives in different cultural contexts, although with familial resemblances, most particularly the shared objective of equality for women and girls. Education as a primary institution of individual and collective mobility and social change, but also social and economic reproduction, has long been a focus of feminist theory and activism. So a feminist sociology needs to address this complexity of feminist sociological 'encounters' with gender and organizations.

Assisting independence with "the latest and greatest" of technologies

A case study of a long term wheelchair user: This presentation will highlight the difficulties associated with matching client's environmental access, seating and mobility needs using multi-functional systems, which also happen to be the "latest and greatest" technologies. The paper addresses the issues experienced by these clinicians when prescribing systems with minimal trial history (due to their newness) and the compatibility issues encountered by the supplier when matching the new with the old of the current powered wheelchair for a particularly motivated wheelchair user.

Project management practice in transition of old residential region

With the rapid urbanisation worldwide, the transitions of old residential regions inside or close to the urban districts have been challenging both governments and professionals. The sustainable maintenance, innovation and construction of these regions incorporate the history, culture, environment and policy factors into the economic objectives. Over the long and complex process of a transition project, the dedicated project management crew are frequently confronted with diversified novel issues and obliged to contribute appropriate solutions urgently. In this paper, the authors first analyse the state of the art of transition projects of old residential regions based on their practices in real projects. Furthermore, the authors explore the sustainable alternatives of transition projects from the reservation and development perspectives of culture, environment, society and infrastructure. Finally, the authors develop a multi-dimensional implementary framework for guiding the practices of management of transition projects.

Investigating people management issues in a third sector health care organisation - an inductive approach

Objective : To explain use of inductive convergent interviewing to generate the perceived critical people management issues, as perceived by staff, as a prelude to longitudinal surveys in a third sector health care organisation.

Design : Convergent interviewing is a qualitative technique that addresses research topics that lack theoretical underpinning and is an inductive, flexible, evolving research approach. The key issues converged after six rounds of interviews as well as a further round to ensure that all of the common people management issues had been generated.

Setting : Studies in employee behaviour in the health care industry exist, but there is little in the way of tested models of predictors of such behaviour in third sector organisations in the Australian health care industry. The context is what differentiates this study covering a range of facilities and positions in hospitals and aged care situations within one third sector health care organisation.

Subjects : The study proposed twenty seven extensive interviews over a range of facilities and positions. Twenty one interviewees participated in the final convergent process.

Conclusions : Critical issues included: workload across occupational groups, internal management support, adequate training, the appropriate skill mix in staff, physical risk in work, satisfaction, as well as other issues. These issues confirm the proposition of sector‑ness in health organisations that are multi‑dimensional rather than uni‑dimensional.