Journal
Scientific and technical journal «Priborostroenie»
UDK519.4
Issue:11 (65)
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SYSTEM ANALYSIS OF CLASSIFICATION AND ORDERING MODELS OF OBJECTS
Annotation
The problem of combining models of classification and ordering of objects within one decision support system is considered. The problem is solved by searching for similarities and differences of the corresponding models using the system analysis methods. Relations between classification models with clear and fuzzy class boundaries, models of ordering objects with hard and soft restrictions on the indicators’ values are considered. The concept of a real goal is introduced, which makes it possible to link the methods of multi-objective and conditional optimization, and these, in turn, with the methods of the multidimensional theory of value and utility. Interpreted as a boundary between classes, the real goal allows to link the methods of classifying and emphasizing objects. The revealed connections are the basis for combining the considered methods within the framework of a common decision support system, which gives great opportunities for making decisions using different methods and comparing the results obtained.
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Articles in current issue
- METHODOLOGICAL AND METHODICAL PRINCIPLES OF PROACTIVE LIFE CYCLE MANAGEMENT OF COMPLEX TECHNICAL OBJECTS
- ESTIMATION OF OPERATING COSTS WHEN CALCULATING THE TOTAL COST OF OWNERSHIP OF DISTRIBUTED TECHNICAL COMPLEXES
- PLANNING THE RECONFIGURATION OF MULTI-MODE COMPLEX OBJECTS
- FUZZY-POSSIBILISTIC APPROACH TO MANAGING THE COMPLEXITY OF INTEGRATED INFORMATION AND CONTROL SYSTEMS
- MODEL AND ALGORITHMIC SUPPORT FOR FORECASTING AND PLANNING THE FORAGE HARVESTING PROCESS
- FORMATION OF THE CORE OF DOCUMENTS IN INTERNET MONITORING SYSTEMS UNDER RESOURCE CONSTRAINTS
- MODEL OF COMBINED APPLICATION OF INTELLIGENT METHODS OF INFORMATION SECURITY EVENTS CORRELATION
- APPLICATION OF TRAINING DATA SYNTHESIS METHODS FOR RECOGNITION OF PARTIALLY HIDDEN FACES IN IMAGES