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When Can We Call a System Self-Organizing?
[chapter]
2003
Lecture Notes in Computer Science
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We discuss ontological issues we face when studying self-organizing systems, and analyse when designing and controlling artificial self-organizing systems is useful. ...
We do not attempt to provide yet another definition of selforganization, but explore the conditions under which we can model a system as self-organizing. ...
We believe that this discussion on when and how to best model a system as selforganizing should be carried further in the artificial life community, since we all study and build systems from a self-organizing ...
doi:10.1007/978-3-540-39432-7_65
fatcat:dmjetbj2ebcd3pmxqsbekwuyci
Self-Organization
2005
International Journal of Advanced Robotic Systems
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The principle we are looking for, which we wish to employ within our self-organizing systems, is called 'synergy' (Corning, P., 1995; Lucas, C., 2004c) . ...
We thus can start off with 'parts' of appropriate types for our AI purposes, called 'agents', and let a collection of these coevolve and self-organize, bottom-up, to meet our needs. ...
doi:10.5772/5802
fatcat:tmv64dky5vgcnbcjti776grxmq
Modular self-organization
[article]
2006
arXiv
pre-print
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Our fundamental idea is that the former is a good framework for addressing autonomy whereas the latter allows to tackle self-organizing problems. ...
We combine results from two apparently uncorrelated domains: Autonomous planning through Markov Decision Processes and a General Data Clustering Approach using a kernel-like method. ...
Kernel Clustering will indeed lead to a generalization of the state aggregation technique, which we will interpret as a modular self-organization procedure. ...
arXiv:cs/0609142v1
fatcat:u53oe7slxrajnmssdlcspfl57e
Optimal self-organization
1999
New Journal of Physics
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1999 accepted arXiv:cond-mat/9904327v2 fatcat:od43mv5i45fwbftbx6xf5xrcgmOther Versions
Using concepts from non-equilibrium thermodynamics and game theoretical ideas, we generalize this finding to an even wider class of self-organizing systems which have the ability to reach a state of maximal ...
This principle is expected to be relevant for driven systems in physics like sheared granular media, but it is also applicable to biological, social, and economic systems, for which only a limited number ...
Therefore, the phenomenon of "self-organized optimality" or "optimal self-organization", as we call it, is expected to be quite common in nature. ...
doi:10.1088/1367-2630/1/1/313
fatcat:4kzji2jjqffzliis56ip6wl6xu
Self-organized criticality
1988
Physical review. A, General physics
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We show that certain extended dissipative dynamical systems naturally evolve into a critical state, with no characteristic time or length scales. ...
The temporal "fingerprint" of the self-organized critical state is the presence of flicker noise or 1/f noise; its spatial signature is the emergence of scaleinvariant (fractal) structure. ...
A lower slope III. SELF-ORGANIZED CRITICALITY
IN TWO AND THREE DIMENSIONS A. Why do we expect self-organized criticality? ...
doi:10.1103/physreva.38.364
pmid:9900174
fatcat:wf6yw35fevdynmvxucjm3zrax4
Self-Organizing Systems
[chapter]
2003
Encyclopedia of Physical Science and Technology
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This process is understood not to be instructed from outside the system and is therefore called self-organized. ...
This hypothesis states that Earth's living and non-living components self-organize into a single entity called Gaia. ...
Systems ...
doi:10.1016/b0-12-227410-5/00681-5
fatcat:c4cdgyk6wjbizbc7ivbqah75am
Complexity and Self-Organization
[chapter]
2009
Encyclopedia of Library and Information Sciences, Third Edition
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this article introduces some of the main concepts and methods of the science studying complex, self-organizing systems and networks, in a non-technical manner. ...
However, the system tends to self-organize, in the sense that local interactions eventually produce global coordination and synergy. ...
Self-organization then means that the system reaches an attractor, i.e. a part of the state space that it can enter but not leave. ...
doi:10.1081/e-elis3-120043869
fatcat:wfu2bbwvgnbe3jrs3o23ijf65y
Self-Organizing Data Containers
2022
Conference on Innovative Data Systems Research
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We propose a new self-organizing, self-optimizing, meta-data rich storage format for the cloud, called a self-organizing data container (SDC), that enables order-of-magnitude performance improvements in ...
We present a preliminary design for SDCs, some motivating experiments, and discuss new challenges they present. ...
This research is supported by the MIT Data Systems and AI Lab (DSAIL) and by NSF IIS 1900933. ...
dblp:conf/cidr/MaddenDKSCMT22
fatcat:3rlalv2tenhc5k4f3tlmgiz2nq
Self-organization and multiagent systems: I. Models of multiagent self-organization
2012
Journal of computer & systems sciences international
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Although the paradigm of self organizing control sys tems is not new, it is now at a new step of development, which involves, in particular, its integration with the multiagent system paradigm. ...
The purposes of this paper are to analyze the state of the art in the field of multiagent self organizing systems, to provide a critical review of the available applica tions, analyze development techniques ...
We note that these properties determine another (in addition to self organization) basic principle of living systems operation. ...
doi:10.1134/s106423071201008x
fatcat:vpvk7xl4gzd2dp7cduje67uxui
Self-organized combinatorial optimization
2011
Expert systems with applications
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In this paper, we present a self-organized computing approach to solving hard combinatorial optimization problems, e.g., the traveling salesman problem (TSP). ...
Abstract In this paper, we present a self-organized computing approach to solving hard combinatorial optimization problems, e.g., the traveling salesman problem (TSP). ...
Acknowledgements The work reported in this paper has been supported in part by a HKBU Faculty Research Grant (FRG) (FRG/06-07/II-66) and in part by a Hong Kong Research Grant Council (RGC) Central Allocation ...
doi:10.1016/j.eswa.2011.02.103
fatcat:zmnlo3rm6newxbxwx2jmhfaby4
Self Organizing Networks (SON)
[chapter]
2017
Network Performance and Fault Analytics for LTE Wireless Service Providers
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In this report, we first discuss about when and why SON was introduced. Discuss about the aspects of SON. ...
order to meet the requirements of network operators and service providers, the telecommunication industry and international standardization bodies are paying attention to the research and development of self-organizing ...
UNDERSTANDING SELF-ORGANIZING NETWORK (SON) The 3GPP standardization body introduced SON in its December 2008 Release 8 while drafting LTE specifications. ...
doi:10.1007/978-81-322-3721-1_8
fatcat:soyeef3tmnfkpoh7iecc2ngrre
SELF-ORGANIZING PROCESSES
[chapter]
2013
Nanodesign
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Examples of some of the possibilities can be found in a discussion of a new Internet-based company-wide method for employee involvement [7] . ...
We describe a novel Internet-based method for building consensus and clarifying con icts in large stakeholder groups facing complex issues, and we use the method to survey and map the scienti c and organizational ...
We thank all these people for their generosity and helpful insights. ...
doi:10.1142/9789814520355_0005
fatcat:ciag57ozcjd65fiptnrwj5htoy
Self-organized criticality
[article]
1996
arXiv
pre-print
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I review the concept of self-organized criticality, wherein dissipative systems naturally drive themselves to a critical state with important phenomena occurring over a wide range of length and time scales ...
Government retains a non-exclusive, royalty-free license to publish or reproduce the published form of this contribution, or allow others to do so, for U.S. Government purposes. ...
One can also show that the self-organized critical ensemble, reached under random addition of sand to the system, has equal probability for each state in the recursive set. ...
arXiv:hep-lat/9611018v1
fatcat:5zzmiozzvfbalan6whskg4vw2u
Self-organized percolation
1997
Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics
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We investigate a growth mechanism for percolation clusters where self-organization leads the system to criticality. ...
This self-tuning behavior around a critical state is then discussed with reference to the concept of self-organized criticality. ...
We thank L. R. da Silva and J. E. Freitas for useful discussions. We also thank CNPq, CAPES, and FINEP ͑Brazilian agencies͒ for financial support. ...
doi:10.1103/physreve.56.r2379
fatcat:wjzbidgf7ra4hkmea73kcfxpzm
Self-Organized Criticality
[article]
2020
arXiv
pre-print
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We apply the concept of self-organized criticality in statistical physics to the study of multihadron production in high energy collisions. ...
Self-Organized Criticality For systems in equilibrium, we have a control parameter T and an order parameter m(T ). ...
It seems natural to define this strength as the number of partionings of k itself, s(k) = q(k) = 1 2 exp(k ln 2). (9) In a framework of self-organized criticality, we then expect the number N(s(k), n) ...
arXiv:2003.08130v1
fatcat:vxbe5fn7zrc2xkxgmn26v2tsrm
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