Czasopismo | ELEKTRONIKA - KONSTRUKCJE, TECHNOLOGIE, ZASTOSOWANIA | Rocznik 2010 - zeszyt 6

Problems of adaptive organization of computations in intelligent simulating systems

nr katalogowy: 52301

One of the basic features of modern systems devoted to simulating objects with a complex type of behavior (so called complex objects) is the ability of those systems to collect beneficial data about the object being simulated and to tune gradually models and methods to an optimal (in a way) solution of established simulation tasks. The feature of artificial systems, involving their ability to adapt to changing conditions in order to achieve the established goals, has been given the name of adaptation, and the systems that have this feature are called adaptive systems. Research of adaptive systems has gone far beyond the technical field [1] and it now includes non-technical areas like biology, sociology and economy [2], that is the fields of science, in which research of complex systems is one of the central issues. In the works of various researchers a thesis has been proven that the basic mechanism accomplishing the feature of adaptation of systems is the principle of evolutionary selforganization [3], that is the principle underlying the self-organizing systems of living nature. Therefore, adaptive systems became the field of study of natural sciences and the feature underlying implementation of artificial systems simulating the behavior of complex objects. The examples of methods mimicking the laws of adaptation and evolution of living nature can be the methods of evolutionary programming [4], methods of grouping arguments [5], and methods created on the basis of artificial neural networks techniques [6]. As can be noticed, in fact, the problem of researching and creating adaptive systems is a field of artificial intelligence. The aim of this article is the analysis of properties and structure of artificial systems created on the basis of adaptation and meant to simulation of objects with a complex type of behavior. Architecture of simulation systems with adaptive organization of computing processes The feature of adap[...]

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2010-6

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