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On the Influence of Inter-Agent Variation on Multi-Agent Algorithms Solving a Dynamic Task Allocation Problem under Uncertainty

On the Influence of Inter-Agent Variation on Multi-Agent Alg...

引用

International Conference on Self-Adaptive and Self-Organizing systems (SASO)

作者： Gerrit Anders Christian Hinrichs Florian Siefert Pascal Behrmann Wolfgang Reif Michael Sonnenschein Institute for Software & Systems Engineering Augsburg University Germany Department of Environmental Informatics University of Oldenburg Germany

Multi-agent systems often consist of heterogeneous agents with different capabilities and objectives. While some agents might try to maximize their system's utility, others might be self-interested and thus only act for their own good. However, because of their limited capabilities and resources, it is often necessary that agents cooperate to be able to satisfy given tasks. To work together on such a task, the agents have to solve a task allocation problem, e.g., by teaming up in groups like coalitions or distributing the task among themselves on electronic markets. In this paper, we introduce two algorithms that allow agents to cooperatively solve a dynamic task allocation problem in uncertain environments. Based on these algorithms, we investigate the influence of inter-agent variation on the system's behavior. One of these algorithms explicitly exploits inter-agent variation to solve the task without communication between the agents, while the other builds upon a fixed overlay network in which agents exchange information. Throughout the paper, the frequency stabilization problem from the domain of decentralized power management serves as a running example to illustrate our algorithms and results.

关键词： Power generation Heuristic algorithms Resource management Frequency measurement Temperature Dynamic scheduling Power grids

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An impact of model parameter uncertainty on scheduling algorithms

An impact of model parameter uncertainty on scheduling algor...

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14th International Conference on Enterprise Information systems, ICEIS 2012

作者： Rudek, Radoslaw Rudek, Agnieszka Kozik, Andrzej Skworcow, Piotr Institute of Business Informatics Wroclaw University of Economics Wroclaw Poland Department of Systems and Computer Networks Wroclaw University of Technology Wroclaw Poland Institute of Computer Engineering Control and Robotics Wroclaw University of Technology Wroclaw Poland De Montfort University Water Software Systems Leicester United Kingdom

ISBN: (纸本)9789898565105

This short paper presents a preliminary analysis of the impact of model parameter uncertainty on the accuracy of solution algorithms for the scheduling problems with the learning effect. We consider the maximum completion time minimization flowshop problem with job processing times described by the power functions dependent on the number of processed jobs. To solve the considered scheduling problem we propose heuristic (NEH based) and metaheuristic (simulated annealing) algorithms. The numerical experiments show that NEH and simulated annealing are robust for this problem with respect to model parameter uncertainty.

关键词： Simulated annealing

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Faculty development in the EU ERAMIS project

Faculty development in the EU ERAMIS project

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2012 IEEE Global engineering Education Conference, EDUCON 2012

作者： Merceron, Agathe Adam, Jean-Michel Lujan-Mora, Sergio Milosz, Marek Toppinen, Arto Media Informatics Department Beuth University of Applied Sciences Berlin Germany Laboratory of Informatics of Grenoble Pierre Mendes France University Grenoble France Department of Software and Computing Systems University of Alicante Alicante Spain Institute of Computer Science Lublin University of Technology Lublin Poland School of Engineering and Technology Savonia University of Applied Sciences Savonia Finland

The aim of the ERAMIS project is to create a Master degree Computer as a Second Competence in 9 beneficiary universities of Kazakhstan, Kyrgyzstan and Russia. This contribution presents how faculty development is orga... 详细信息

关键词： Teaching

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Towards enriching linked open data via open information extraction

Towards enriching linked open data via open information extr...

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1st International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, KNOW@LOD 2012

作者： Koukourikos, Antonis Karkaletsis, Vangelis Vouros, George University of Piraeus Department of Digital Systems 80 Karaoli and Dimitriou Str. Piraeus 18534 Greece Software and Knowledge Engineering Laboratory Institute of Informatics and Telecommunications National Center for Scientific Research Demokritos Agia Paraskevi Attikis P.O. Box 60228 15310 Athens Greece

The descriptions of various entities on Linked Data repositories are subject to constant renewals and modifications, with respect to both the descriptions of concepts and relations and entities realizing their instantiations. Thus, the underlying ontologies have to be updated accordingly in order to reflect these changes. This paper presents a system for examining the possibilities of discovering new relations and updating/verifying existing ones for entities described in Linked Data repositories by using Open Information Extraction techniques. These are applied to web content. The process aims to the enrichment of the examined datasets and the expansion of the ontologies with newly-discovered concepts and relations. Towards this target, the paper discusses the intricacies, pitfalls and challenges present.

关键词： Linked data

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European-Russian-central asian network of Master's degree informatics as a Second Competence

European-Russian-central asian network of Master's degree In...

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2012 IEEE Global engineering Education Conference, EDUCON 2012

作者： Adam, Jean-Michel Luján-Mora, Sergio Merceron, Agathe Milosz, Marek Toppinen, Arto Pierre Mends France University Grenoble France Department of Software and Computing Systems University of Alicante Alicante Spain Media Informatics Department Beuth University of Applied Sciences Berlin Germany Institute of Computer Science Lublin University of Technology Lublin Poland School of Engineering and Technology Savonia University of Applied Sciences Savonia Finland

The aim of the ERAMIS project is to set up a network of Master's degree informatics as a Second Competence among 9 beneficiary universities of Kazakhstan, Kyrgyzstan and Russia, and 5 European universities. This c... 详细信息

关键词： Computer Science Double Diploma Introduction Faculty Development International Masters Network Master's degree Second Competence

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Cancer treatment planning: Formal methods to the rescue

Cancer treatment planning: Formal methods to the rescue

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ICSE Workshop on software engineering in Health Care, SEHC

作者： Janos Mathe Janos Sztipanovits Mia Levy Ethan K. Jackson Wolfram Schulte Institute for Software Integrated Systems Vanderbilt University TN USA Department of Biomedical Informatics Vanderbilt University Medical Center Vanderbilt University USA Research In Software Engineering Microsoft Research WA USA

This paper describes the ongoing development of ATTENTION, a new kind of clinical decision support system for synthesizing and managing longitudinal treatment plans, such as cancer treatment plans. ATTENTION combines stateof- the-art formal modeling and constraint solving with clinical information systems to synthesize complex cancer treatment plans that are also executable.

关键词： Protocols Drugs Ontologies Unified modeling language Cancer Medical diagnostic imaging Semantics

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Technical infrastructure for monitoring the transportation of oversized and dangerous goods

Technical infrastructure for monitoring the transportation o...

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Federated Conference on Computer Science and Information systems (FedCSIS)

作者： Emil Kršák Patrik Hrkút Peter Vestenický Department of Software Technologies Faculty of Management Science and Informatics University of Žilina Zilina Slovakia Department of Control and Information Systems Faculty of Electrical Engineering University of Žilina Zilina Slovakia

The paper presents the technical infrastructure of the system for monitoring the road transportation of oversized and dangerous goods. It describes the basic components of the system - vehicle sensor network, vehicle on-board unit (OBU), monitoring centre and wireless communication system. Moreover, it specifies some important system parameters, especially the period of sending the data about the state / condition of goods to the monitoring centre.

关键词： Monitoring Vehicles GSM Information systems Europe Global Positioning System

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Building a human-dog interaction inspired emotional engine model

Building a human-dog interaction inspired emotional engine m...

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Annual Conference of Industrial Electronics Society

作者： Csanád Szabó András Róka Tamás Faragó Márta Gácsi Édám Mikl ósi Péter Korondi Institute for Software Integrated Systems Vanderbilt University Nashville TN USA Department of Mechatronics Optics and Engineering Informatics Budapest University of Technology and Economics Budapest Hungary Department of Ethology Eötvös University Budapest Hungary

We propose a state space based engineering solution for the emotional engine model of an artificial agent. Our model takes its inspirations from the evolution theory and the latest achievements of human-dog interaction research. We present our emotional model together with its background, show our simulation results and present the ongoing work concerning the applications that we chose to be extended by our engineering solution.

关键词： Context Buildings informatics Simulation Physiology Humans

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Emerging Research Themes in Services-Oriented systems

Emerging Research Themes in Services-Oriented Systems

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Annual SRII Global Conference (SRII)

作者： Luciano Baresi Nikolaos Georgantas Kristof Hamann Valerie Issarny Winfried Lamersdorf Andreas Metzger Barbara Pernici Dipartimento di Elettronica e Informazione Politecnico di Milano Milano Italy INRIA Paris-Rocquencourt France Department of Informatics University of Hamburg Hamburg Germany Software Systems Engineering University of Duisburg-Essen Essen Germany

Service-oriented Architecture (SOA) is one of the most recent trends in IT solutions. From a technical perspective SOA, can be considered a method for designing and developing IT systems where applications are constructed from loosely coupled and au-tonomous building blocks. For a thorough analysis and discussion of SOA at large, and of the applications it enables, IFIP (International Federation of Information Processing) has recently established a new working group on Services-oriented systems (WG 2.14/6.12/8.10). The paper presents some first results of the analysis aimed to identify the relevant trends and shape emerging research themes. The goal is to highlight the peculiarities of each area, the main opportunities, and also some possible synergies with the others.

关键词： Service oriented architecture Mobile communication Business Semantics Context Protocols

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Faculty development in the EU ERAMIS project

Faculty development in the EU ERAMIS project

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IEEE Education engineering (EDUCON)

作者： Agathe Merceron Jean-Michel Adam Sergio Lujan-Mora Marek Milosz Arto Toppinen Media Informatics department Beuth University of Applied Sciences Berlin Germany Laboratory of Informatics of Grenoble Pierre Mendes France University Grenoble France Department of Software and Computing Systems University of Alicante Alicante Spain Institute of Computer Science Lublin University of Technology Lublin Poland School of Engineering and Technology Savonia University of Applied Sciences Savonia Finland

The aim of the ERAMIS project is to create a Master degree “Computer as a Second Competence” in 9 beneficiary universities of Kazakhstan, Kyrgyzstan and Russia. This contribution presents how faculty development is ... 详细信息

关键词： Educational institutions Training Computer science Europe informatics Materials

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