2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops最新文献_第6页

Artificial Immune System Driven Evolution in Swarm Chemistry 人工免疫系统驱动的群体化学进化

2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops Pub Date : 2014-09-08 DOI: 10.1109/SASO.2014.16

Nicola Capodieci, E. Hart, Giacomo Cabri

引用次数: 7

Complex Structures and Collective Dynamics in Networked Systems: Foundations for Self-Adaptation and Self-Organization 网络系统中的复杂结构和集体动力学:自适应和自组织的基础

2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops Pub Date : 2014-09-08 DOI: 10.1109/SASOW.2014.7

Ingo Scholtes, M. Esch

{"title":"Complex Structures and Collective Dynamics in Networked Systems: Foundations for Self-Adaptation and Self-Organization","authors":"Ingo Scholtes, M. Esch","doi":"10.1109/SASOW.2014.7","DOIUrl":"https://doi.org/10.1109/SASOW.2014.7","url":null,"abstract":"The study of complex networks and collective dynamics occurring in biological, social and technical systems has experienced a massive surge of interest both from academia and industry. Many of the results on the mechanisms underlying the self-organized formation of complex dynamic networks in natural and man-made systems have been derived based on a statistical physics perspective. In this tutorial, we provide a basic introduction to this perspective which will help attendees to benefit from the vast literature on self-organization and self-adaptation phenomena available in the fields of network science and complex systems. We cover basic models and abstractions for the study of static complex networks as well as dynamical processes like, e.g., information diffusion, random walks, synchronization or the propagation of cascading failures. We further introduce recent advances in the study of dynamic (social) networks and demonstrate how the resulting methods can be practically applied in the engineering of self-organizing and self-adaptive distributed systems and protocols.","PeriodicalId":6458,"journal":{"name":"2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"65 1","pages":"1-2"},"PeriodicalIF":0.0,"publicationDate":"2014-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85015234","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Run-Time Verification of MSMAS Norms Using Event Calculus 使用事件演算的MSMAS规范运行时验证

2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops Pub Date : 2014-09-08 DOI: 10.1109/SASOW.2014.31

Emad Eldeen Elakehal, M. Montali, J. Padget

引用次数: 2

The Value of Fairness: Trade-offs in Repeated Dynamic Resource Allocation 公平的价值:重复动态资源分配中的权衡

2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops Pub Date : 2014-09-08 DOI: 10.1109/SASO.2014.12

T. Kohler, Jan-Philipp Steghöfer, D. Busquets, J. Pitt

{"title":"The Value of Fairness: Trade-offs in Repeated Dynamic Resource Allocation","authors":"T. Kohler, Jan-Philipp Steghöfer, D. Busquets, J. Pitt","doi":"10.1109/SASO.2014.12","DOIUrl":"https://doi.org/10.1109/SASO.2014.12","url":null,"abstract":"Resource allocation problems are an important part of many distributed autonomous systems. In sensor networks, they determine which nodes get to use the communication links, in SmartGrid applications they decree which electric vehicle batteries are loaded, and in autonomous power management they select which generators produce the power required to satisfy the overall load. These cases have been considered in the literature before under the aspect of demand satisfaction: how well can distributed algorithms with local knowledge approximate the best allocation. A factor that has been ignored, however, is fairness: how fair is the resource allocation and -- in extension -- the distribution of revenue, wear, or recovery time. In this paper, we bring together previously disjoint approaches on dynamic distributed resource allocation and on fairness in electronic institutions. We show that fair allocations based on Ostrom's principles and on Rescher's canons of distributive justice create value in repeated resource allocations. We apply the scheme to solve the multi-objective problem of distributing load to generators fairly based on demands made by the individual generators. Our evaluation shows that a fair distribution increases satisfaction of the individual agents while reducing the hazard of optimising the problem in the short-term at the cost of long-term robustness and stability.","PeriodicalId":6458,"journal":{"name":"2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"118 1","pages":"1-10"},"PeriodicalIF":0.0,"publicationDate":"2014-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75772023","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 12

Building Blocks for Aggregate Programming of Self-Organising Applications 自组织应用程序聚合编程的构建块

2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops Pub Date : 2014-09-08 DOI: 10.1109/SASOW.2014.6

J. Beal, Mirko Viroli

引用次数: 51

Towards an Agent-Based Simulation Model for Schema Matching 基于agent的模式匹配仿真模型研究

2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops Pub Date : 2014-09-08 DOI: 10.1109/SASO.2014.42

Hicham Assoudi, H. Lounis

引用次数: 1

Self-Governance by Transfiguration: From Learning to Prescription Changes 自我治理的变形:从学习到处方的变化

2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops Pub Date : 2014-09-08 DOI: 10.1109/SASO.2014.19

Régis Riveret, A. Artikis, J. Pitt, E. Nepomuceno

{"title":"Self-Governance by Transfiguration: From Learning to Prescription Changes","authors":"Régis Riveret, A. Artikis, J. Pitt, E. Nepomuceno","doi":"10.1109/SASO.2014.19","DOIUrl":"https://doi.org/10.1109/SASO.2014.19","url":null,"abstract":"Reinforcement learning is a widespread mechanism for adapting the individual behaviour of autonomous agents, while norms are a well-established means for organising the common conduct of these agents. Therefore, norm-governed reinforcement learning agents appear to be a powerful bio-inspired, as well as socio-inspired, paradigm for the construction of decentralised, self-adapting, self-organising systems. However, the convergence of learning and norms is not as straightforward as it appears: learning can 'misguide' the development of norms, while norms can 'stall' the learning of optimal behaviour. In this paper, we investigate the self-governance of learning agents, or more specifically the domain-independent (de)construction at run-time of prescriptive systems from scratch, for and by learning agents, without any agent having complete information of the system. Most importantly, because prescriptions may also misguide agents, we allow them to repeal any misguiding prescriptions that have previously been enacted. Simulations illustrate the approach with experimental insights regarding scalability and timeliness in the construction of prescriptive systems.","PeriodicalId":6458,"journal":{"name":"2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"15 1","pages":"70-79"},"PeriodicalIF":0.0,"publicationDate":"2014-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81604206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 11

Process Planning and Self-Improvement in Cyber-Physical Systems 网络物理系统的过程规划与自我完善

2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops Pub Date : 2014-09-08 DOI: 10.1109/SASOW.2014.24

C. Landauer, K. Bellman

引用次数: 4

Self-Adapting Multi-sensor Systems: A Concept for Self-Improvement and Self-Healing Techniques 自适应多传感器系统:自我完善和自我修复技术的概念

2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops Pub Date : 2014-09-08 DOI: 10.1109/SASOW.2014.22

Martin Jänicke, B. Sick, P. Lukowicz, D. Bannach

{"title":"Self-Adapting Multi-sensor Systems: A Concept for Self-Improvement and Self-Healing Techniques","authors":"Martin Jänicke, B. Sick, P. Lukowicz, D. Bannach","doi":"10.1109/SASOW.2014.22","DOIUrl":"https://doi.org/10.1109/SASOW.2014.22","url":null,"abstract":"Activity Recognition (AR) Systems more and more find their way into our daily lives, from monitoring daily activities to support in medical care. However, such systems tend to be used with narrowly defined specifications, demanding for application-dependent setup and configuration by their users. A long term goal are autonomous systems, being able to work with no (or minimal) user interaction. Closely related to that vision is the ability of autonomously adding further input sources (e.g., sensors) at run-time, leading to an increased dimensionality of the input-space. Our approach aims at systematically investigating methods necessary for the creation of self-adapting classification systems. This includes an architecture, based on Organic Computing (OC) principles, as well as the development of measures for comparing probabilistic models and procedures for evaluating classifiers of different dimensionality. With such evaluation techniques, systems should be able to adapt their system model at run-time in a self-organized manner. Besides self-improvement (adding a new sensor) we also address the problem of self-healing (replacing a sensor that dropped out).","PeriodicalId":6458,"journal":{"name":"2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"1 1","pages":"128-136"},"PeriodicalIF":0.0,"publicationDate":"2014-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91091120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 10

An Effective Implementation of Norms in Trust-Aware Open Self-Organising Systems 信任感知开放自组织系统中规范的有效实现

2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops Pub Date : 2014-09-08 DOI: 10.1109/SASOW.2014.34

Jan-Philipp Steghöfer, Gerrit Anders, Jan Kantert, C. Müller-Schloer, W. Reif

引用次数: 4