BCSSS

International Encyclopedia of Systems and Cybernetics

2nd Edition, as published by Charles François 2004 Presented by the Bertalanffy Center for the Study of Systems Science Vienna for public access.

About

The International Encyclopedia of Systems and Cybernetics was first edited and published by the system scientist Charles François in 1997. The online version that is provided here was based on the 2nd edition in 2004. It was uploaded and gifted to the center by ASC president Michael Lissack in 2019; the BCSSS purchased the rights for the re-publication of this volume in 200?. In 2018, the original editor expressed his wish to pass on the stewardship over the maintenance and further development of the encyclopedia to the Bertalanffy Center. In the future, the BCSSS seeks to further develop the encyclopedia by open collaboration within the systems sciences. Until the center has found and been able to implement an adequate technical solution for this, the static website is made accessible for the benefit of public scholarship and education.

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MINIMIZATION ALGORITHM (Adaptive) 2)

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An algorithm that schedules different hints for learning in a way that achieves a balance among them and with the training set.

Y.S. ABU MUSTAFA, who introduces the concept, writes: "The A.M.A. is adaptive in the sense that it constantly evaluates how well the machine is satisfying both the hints and the training examples, and continually modifies the adjustable parameters"

The term "minimization" "reflects that the algorithms is trying to minimize a quantitative measure of the error between the current actions of the machine and the behavior ultimately desired for it" (1995, p.73).

This concept could possibly be extended to the study of natural learning networks. Markets, for example, seem to search in an adaptive way for dynamic equilibrium.

The difficulty is to understand and interpret the behavior of participants in a self-organizing A.M.A.

Categories

  • 1) General information
  • 2) Methodology or model
  • 3) Epistemology, ontology and semantics
  • 4) Human sciences
  • 5) Discipline oriented

Publisher

Bertalanffy Center for the Study of Systems Science(2020).

To cite this page, please use the following information:

Bertalanffy Center for the Study of Systems Science (2020). Title of the entry. In Charles François (Ed.), International Encyclopedia of Systems and Cybernetics (2). Retrieved from www.systemspedia.org/[full/url]

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