Individual Contacts, Collective Patterns. Prato 1975-97, a story of interactions.

This article presents an agent-based model (ABM) of an Italian textile district where thousands of small firms specialize in particular phases of fabrics production. It is an empirical model because it reconstructs the communications between firms when they arrange production chains. In their turn, production chains reflect into the pattern of road traffic in the geographical areas where the district extends. It is a methodological model because it aims to show that ABMs can be used to reconstruct a web of movements in geographical space. ABMs are proposed as a tool for Hägerstrand’s “time-geography”.Industrial districts, Industrial clusters, Agent-based models, Prato

Multi-agent Contracting and Reconfiguration in Competitive Environments using Acquaintance Models

Cooperation of agents in competitive environments is more complicated than in collaborative environments. Both replanning and reconfiguration play a crucial role in cooperation, and introduce a means for implementating a system flexibility. The concepts of commitments, decommitments with penalties and subcontracting may facilitate effective reconfiguration and replanning. Agents in competitive environments are fully autonomous and selfinterested. Therefore the setting of penalties and profit computation cannot be provided centrally. Both the costs and the gain differ from agent to agent with respect to contracts already agreed and resources load. This paper proposes an acquaintance model for contracting in competitive environments and introduces possibilities of reconfigurating in competitive environments as a means of decommitment optimization with respect to resources load and profit maximization. The presented algorithm for contract price setting does not use any centralized knowledge and provides results corresponding to a realistic environment. A simple customerprovider scenario proves this algorithm in competitive contracting.

Extending the gaia methodology for the design and development of agent-based software systems

Over the past decade, agent-based computing has emerged as a new and popular paradigm for design, implementation and analysis of distributed information systems. In this paper, the participant researchers in Health Care Computing Group at University of Westminster concentrate on the agent-oriented methodology for the analysis and design of agentbased systems and identify how methodology can support both the levels of "agent structure" and of "agent society" in the agent-oriented software design and development process. The research reported here takes one leading agent-oriented methodology-Gaia, and then extended it by the creation of innovative design tools which aimed at better supporting application to real-world domains. In discussion section, agent-oriented methodology and AUML approaches are compared and evaluated in great detail; the strengths and weaknesses of the current agent-oriented methodology are explored and discussed; the importance of effectively using methodology to improve agents and their productivity potential also is emphasized. Finally, we draw conclusions from the work presented and the experience gained in this research and look into the future possible improvements on agent-oriented software engineering in the agent technology research field

Control of Cyber-Physical Production Systems: A Concept to Increase the Trustworthiness within Multi-Agent Systems with Distributed Ledger Technology

In the course of increasing the flexibility in the area of production, industrial enterprises have been presented with cyber-physical production systems (CPPS). Through the use of autonomously acting CPPS and CPPS components – which often receive multi-agent systems as their corresponding cyber parts – new challenges arise from the need for flexibility and interoperability on the one hand and consistency, trustworthiness as well as reliability of the systems and their components on the other. In order to meet these challenges, this research paper is dedicated to the creation of a technical concept for implementing distributed ledger technology production systems. The paper follows a design-science approach, which consist of analysis, design, and evaluation. The technical concept is based on the GAIA method, which aims to design multi-agent systems and specifically addresses the security and trustworthiness of CPPS-environments. The subsequent evaluation of the concept based on discussions with experts documents its relevance and potential

Growth Models, Development Planning, and Implementation in the Philippines

Has Philippine development planning benefited from the wisdom, if any, of economic growth theory? In this article, the author discusses the key question of whether development planning in the Philippines has worked in delivering growth. He investigates the theoretical foundations of national development plans since independence in 1946 for indications and reflections of economic theories of growth prevailing at the time, the quality of the plans themselves and their impact.economic growth models, economic growth theory, development planning

Knowledge Modelling in Multiagent Systems: The Case of the Management of a National Network

This paper presents the knowledge model of a distributed decision support system, that has been designed for the management of a national network in Ukraine. It shows how advanced Artificial Intelligence techniques (multiagent systems and knowledge modelling) have been applied to solve this real-world decision support problem: on the one hand its distributed nature, implied by different loci of decision-making at the network nodes, suggested to apply a multiagent solution; on the other, due to the complexity of problem-solving for local network administration, it was useful to apply knowledge modelling techniques, in order to structure the different knowledge types and reasoning processes involved. The paper sets out from a description of our particular management problem. Subsequently, our agent model is described, pointing out the local problem-solving and coordination knowledge models. Finally, the dynamics of the approach is illustrated by an example

Growth Models, Development Planning, and Implementation in the Philippines

Has Philippine development planning benefited from the wisdom, if any, of economic growth theory? In this article, the author discusses the key question of whether development planning in the Philippines has worked in delivering growth. He investigates the theoretical foundations of national development plans since independence in 1946 for indications and reflections of economic theories of growth prevailing at the time, the quality of the plans themselves and their impact.economic growth models, economic growth theory, development planning

Informal Insurance in the Presence of Poverty Traps: Evidence from Southern Ethiopia

Fieldwork for this paper was conducted under the Pastoral Risk Management (PARIMA) project of the Global Livestock Collaborative Research Support Program (GL CRSP), funded by the Office of Agriculture and Food Security, Global Bureau, USAID, under grant number DAN-1328-G-00-0046-00, and analysis was underwritten by the USAID SAGA cooperative agreement, grant number HFM-A-00-01-00132-00. Financial support was also provided by the Social Science Research Council's Program in Applied Economics on Risk and Development (through a grant from the John D. and Catherine T. MacArthur Foundation), The Pew Charitable Trusts (through the Christian Scholars Program of the University of Notre Dame), the Fundação para a Ciência e Tecnologia (Portugal), and the Graduate School of Cornell University. Thanks are due to ILRI - Ethiopia for their hospitality and support and to Action for Development (Yabello) for logistical support. We thank Getachew Gebru and our field assistants, Ahmed Ibrahim and Mohammed Ibrahim, for their invaluable assistance in data collection. This is a much revised version of an earlier paper that circulated under the title: "Safety nets or social insurance in the presence of poverty traps? Evidence from southern Ethiopia". We thank Michael Carter, Stefan Dercon, Andrew Foster, Vivian Hoffman, Dhushyanth Raju, Steve Younger and participants at various conferences and seminars for comments that greatly improved this paper. The views expressed here are those of the authors and do not represent any official agency. Any remaining errors are our own.risk, informal insurance, social networks, poverty traps, Ethiopia, Risk and Uncertainty, Z13, I3, O13,