Рақамли технологияларнинг назарий ва амалий масалалари Том 2 № 2 (2022) · с. 40-52
Algorithms for Solving Problems Routing of Transport and their Application in Information Systems of Cargo Transportation Management
Сулюкова, Л.Ф., Ахмеджанова, З.И.
Аннотация
The study is devoted to the development of algorithms and models for the interaction of data in the information system of transport logistics based on optimization methods. The article is of an overview nature: a number of examples demonstrate the feasibility of using evolutionary algorithms to improve information systems for managing the routing of cargo transportation. Evolutionary algorithms have obvious advantages: high scalability and flexibility, the ability to solve global optimization problems and optimize several criteria simultaneously are essential in the selection of informative features, selection of training examples, and solving other data dimensionality reduction problems.
information systemevolutionary algorithmsgenetic algorithmscargo transportation planning optimizationtransport systemинформационная системаэволюционные алгоритмыгенетические алгоритмы, оптимизация планирования грузоперевозоктранспортная система
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