The paper presents three methods for data classification and finding the optimal plan: the study of the quadraticprogrammingproblem, the double problem and the Support Vector Machine method. It is known that linear ...
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The paper presents three methods for data classification and finding the optimal plan: the study of the quadraticprogrammingproblem, the double problem and the Support Vector Machine method. It is known that linear programming is used to solve resource allocation problems. Also, its purpose is widely used to determine the highest profit or lowest cost, inventory management, the formation of an optimal transportation plan or to determine research, and so on. An important approach to the application of linear programmingproblems is the use of the duality principle, which is methodologically related to the theory of systems of dependent inequalities. This aspect better explains the concept of duality in linear programmingproblems with general mathematical rigor.
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