{"id":13348,"date":"2022-08-21T10:48:33","date_gmt":"2022-08-21T07:48:33","guid":{"rendered":"http:\/\/journals.khnu.km.ua\/vestnik\/?p=13348"},"modified":"2022-10-04T09:12:26","modified_gmt":"2022-10-04T06:12:26","slug":"analiz-stanu-problemy-pryjnyattya-rishen-u-systemi-transportnoyi-logistyky-u-vitchyznyanij-literaturi","status":"publish","type":"post","link":"https:\/\/journals.khnu.km.ua\/vestnik\/?p=13348","title":{"rendered":"\u0410\u043d\u0430\u043b\u0456\u0437 \u0441\u0442\u0430\u043d\u0443 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438 \u043f\u0440\u0438\u0439\u043d\u044f\u0442\u0442\u044f \u0440\u0456\u0448\u0435\u043d\u044c \u0443 \u0441\u0438\u0441\u0442\u0435\u043c\u0456 \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442\u043d\u043e\u0457 \u043b\u043e\u0433\u0456\u0441\u0442\u0438\u043a\u0438 \u0443 \u0432\u0456\u0442\u0447\u0438\u0437\u043d\u044f\u043d\u0456\u0439 \u043b\u0456\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u0456"},"content":{"rendered":"

<\/p>\n

\u0410\u041d\u0410\u041b\u0406\u0417 \u0421\u0422\u0410\u041d\u0423 \u041f\u0420\u041e\u0411\u041b\u0415\u041c\u0418 \u041f\u0420\u0418\u0419\u041d\u042f\u0422\u0422\u042f \u0420\u0406\u0428\u0415\u041d\u042c \u0423 \u0421\u0418\u0421\u0422\u0415\u041c\u0406 \u0422\u0420\u0410\u041d\u0421\u041f\u041e\u0420\u0422\u041d\u041e\u0407 \u041b\u041e\u0413\u0406\u0421\u0422\u0418\u041a\u0418 \u0423 \u0412\u0406\u0422\u0427\u0418\u0417\u041d\u042f\u041d\u0406\u0419 \u041b\u0406\u0422\u0415\u0420\u0410\u0422\u0423\u0420\u0406<\/p>\n

ANALYSIS OF THE STATE OF THE PROBLEM OF DECISION-MAKING IN THE SYSTEM OF TRANSPORT LOGISTICS IN THE DOMESTIC LITERATURE<\/p>\n

\u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438:\u00a0<\/strong>265<\/strong>–<\/strong>269<\/strong>. \u041d\u043e\u043c\u0435\u0440: \u21164, 2022 (311)\u00a0\u00a0 \"\"<\/a> <\/strong>
\n\u0410\u0432\u0442\u043e\u0440\u0438:<\/strong>
\n\u0427\u0418\u0416\u041c\u041e\u0422\u0420\u042f \u041e. \u0412.
\n\u0414\u0435\u0440\u0436\u0430\u0432\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u00ab\u0416\u0438\u0442\u043e\u043c\u0438\u0440\u0441\u044c\u043a\u0430 \u043f\u043e\u043b\u0456\u0442\u0435\u0445\u043d\u0456\u043a\u0430\u00bb
\nhttps:\/\/orcid.org\/0000-0002-5515-6550<\/a>
\ne-mail: chov@ztu.edu.ua<\/a>
\n\u0412\u0410\u041a\u0410\u041b\u042e\u041a \u0422. \u0410.
\n\u0414\u0435\u0440\u0436\u0430\u0432\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u00ab\u0416\u0438\u0442\u043e\u043c\u0438\u0440\u0441\u044c\u043a\u0430 \u043f\u043e\u043b\u0456\u0442\u0435\u0445\u043d\u0456\u043a\u0430\u00bb
\nhttps:\/\/orcid.org\/0000-0001-6825-4697<\/a>
\ne-mail: tetianavakaliuk@gmail.com<\/a>
\nOleksii CHYZHMOTRIA, Tetiana VAKALIUK
\nZhytomyr Polytechnic State University
\nDOI:<\/strong>\u00a0https:\/\/www.doi.org\/10.31891\/2307-5732-2022-311-4-265-269<\/a><\/p>\n

\u0410\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u043c\u043e\u0432\u043e\u044e \u043e\u0440\u0438\u0433\u0456\u043d\u0430\u043b\u0443<\/strong><\/p>\n

\u041f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u043f\u0440\u0438\u0439\u043d\u044f\u0442\u0442\u044f \u0440\u0456\u0448\u0435\u043d\u044c \u0443 \u0441\u0438\u0441\u0442\u0435\u043c\u0456 \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442\u043d\u043e\u0457 \u043b\u043e\u0433\u0456\u0441\u0442\u0438\u043a\u0438 \u043f\u043e\u0441\u0456\u0434\u0430\u0454 \u043e\u0434\u043d\u0435 \u0437 \u043f\u0435\u0440\u0448\u0438\u0445 \u043c\u0456\u0441\u0446\u044c. \u0412 \u0434\u0430\u043d\u0456\u0439 \u0440\u043e\u0431\u043e\u0442\u0456 \u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0456\u0437\u043e\u0432\u0430\u043d\u043e \u0441\u0442\u0430\u043d \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438 \u043f\u0440\u0438\u0439\u043d\u044f\u0442\u0442\u044f \u0440\u0456\u0448\u0435\u043d\u044c \u0443 \u0441\u0438\u0441\u0442\u0435\u043c\u0456 \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442\u043d\u043e\u0457 \u043b\u043e\u0433\u0456\u0441\u0442\u0438\u043a\u0438 \u0443 \u0432\u0456\u0442\u0447\u0438\u0437\u043d\u044f\u043d\u0456\u0439 \u043b\u0456\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u0456. \u0412\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043e, \u0449\u043e \u0454\u0434\u0438\u043d\u043e\u0433\u043e \u043f\u0456\u0434\u0445\u043e\u0434\u0443 \u0434\u043e \u0434\u0430\u043d\u043e\u0433\u043e \u043f\u0438\u0442\u0430\u043d\u043d\u044f \u043d\u0435\u043c\u0430\u0454. \u0427\u0430\u0441\u0442\u0438\u043d\u0430 \u043d\u0430\u0443\u043a\u043e\u0432\u0446\u0456\u0432 \u0440\u043e\u0437\u0433\u043b\u044f\u0434\u0430\u044e\u0442\u044c \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f \u0456\u043d\u0442\u0435\u0433\u0440\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u043e\u043a\u0430\u0437\u043d\u0438\u043a\u0430 \u043f\u0440\u0438 \u0432\u0438\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u0456 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u0438\u0445 \u043f\u0430\u0440\u0442\u0456\u0439 \u043f\u043e\u0441\u0442\u0430\u0432\u043e\u043a \u0442\u043e\u0432\u0430\u0440\u0443, \u0456\u043d\u0448\u0456 \u0440\u043e\u0437\u0433\u043b\u044f\u0434\u0430\u044e\u0442\u044c \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0447\u043d\u0456 \u0440\u0456\u0448\u0435\u043d\u043d\u044f, \u0449\u043e \u0432\u0456\u0434\u0441\u043b\u0456\u0434\u043a\u043e\u0432\u0443\u044e\u0442\u044c\u0441\u044f \u0447\u0435\u0440\u0435\u0437 \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u0438 \u0442\u0430 \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u043d\u044f \u0449\u043e\u0434\u043e \u0440\u0435\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0456\u0457 \u0454\u0434\u0438\u043d\u043e\u0433\u043e \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0439\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0441\u0442\u043e\u0440\u0443 \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442\u043d\u043e-\u043b\u043e\u0433\u0456\u0441\u0442\u0438\u0447\u043d\u043e\u0433\u043e \u0440\u0438\u043d\u043a\u0443. \u041e\u043a\u0440\u0456\u043c \u0442\u043e\u0433\u043e, \u043d\u0430\u0443\u043a\u043e\u0432\u0446\u0456 \u0440\u043e\u0437\u0433\u043b\u044f\u0434\u0430\u044e\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0438 \u043f\u0456\u0434\u0442\u0440\u0438\u043c\u043a\u0438 \u043f\u0440\u0438\u0439\u043d\u044f\u0442\u0442\u044f \u0440\u0456\u0448\u0435\u043d\u044c \u0441\u0430\u043c\u0435 \u0434\u043b\u044f \u0432\u0438\u0431\u043e\u0440\u0443 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0456\u0437 \u0443\u0441\u0456\u0445 \u043c\u043e\u0436\u043b\u0438\u0432\u0438\u0445 \u0432\u0430\u0440\u0456\u0430\u043d\u0442\u0443 \u0434\u043e\u0441\u0442\u0430\u0432\u043a\u0438 \u0442\u043e\u0432\u0430\u0440\u0443 \u043f\u0435\u0432\u043d\u0456\u0439 \u0433\u0440\u0443\u043f\u0456 \u0441\u043f\u043e\u0436\u0438\u0432\u0430\u0447\u0456\u0432 \u0437 \u0442\u043e\u0447\u043a\u0438 \u0437\u043e\u0440\u0443 \u0443\u043f\u0440\u0430\u0432\u043b\u0456\u043d\u043d\u044f.
\n\u041a\u043b\u044e\u0447\u043e\u0432\u0456 \u0441\u043b\u043e\u0432\u0430:<\/strong> \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442\u043d\u0430 \u043b\u043e\u0433\u0456\u0441\u0442\u0438\u043a\u0430, \u043f\u0440\u0438\u0439\u043d\u044f\u0442\u0442\u044f \u0440\u0456\u0448\u0435\u043d\u044c, \u0441\u0438\u0441\u0442\u0435\u043c\u0430, \u0437\u0430\u0434\u0430\u0447\u0430 \u043a\u043e\u043c\u0456\u0432\u043e\u044f\u0436\u0435\u0440\u0430.<\/p>\n

\u0420\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u0430 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u0430\u043d\u0433\u043b\u0456\u0439\u0441\u044c\u043a\u043e\u044e \u00a0\u043c\u043e\u0432\u043e\u044e<\/strong><\/p>\n

The problem of decision-making in the transport logistics system is one of the first places. In particular, in transport logistics, there is a problem of drawing up an optimal route to reduce time, financial, and other transportation costs. In addition, given the current problems associated with the full-scale invasion of Ukraine by Russian troops, the issue of transport logistics is becoming increasingly important. As a result, interest in this problem is growing in the scientific community. The aim of the work is a detailed study of the state of the problem of decision-making in the system of transport logistics in the domestic literature. This paper analyzes the state of the problem of decision-making in the transport logistics system in the domestic literature. It is established that there is no single approach to this issue. Some researchers consider the use of integrated indicators in determining the optimal batches of supply of goods, others consider technological solutions that are monitored through the principles and provisions for the implementation of the concept of single information space in the transport and logistics market. In addition, researchers are considering the problem of using a decision support system to select the best of all possible options for the delivery of goods to a particular group of consumers in terms of management. Some scholars consider the problems of forming approaches to the intellectualization of transport logistics modeling, others study the methods and models of transport logistics, but only in retail outlets, and some of them consider the problem of developing a decision support system for managing transportation in uncertainty. Some authors offer their methodology to minimize the total transport costs, which is to estimate the rational number of intermediate centers, as well as finding their location, and the author’s methodology for solving problems of a particular type (transport) with vague parameters. Thus, the problem of decision-making in the transport logistics system is a very important issue and requires further research for specific tasks.
\nKeywords:<\/strong> transport logistics, decision-making, system, salesman task.<\/p>\n

\u041b\u0456\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u0430<\/strong><\/p>\n

    \n
  1. \u041a\u0443\u0437\u043d\u0435\u0446\u043e\u0432\u0430 \u0406. \u041e. \u041f\u0440\u0438\u0439\u043d\u044f\u0442\u0442\u044f \u0443\u043f\u0440\u0430\u0432\u043b\u0456\u043d\u0441\u044c\u043a\u0438\u0445 \u0440\u0456\u0448\u0435\u043d\u044c \u0437 \u0443\u0434\u043e\u0441\u043a\u043e\u043d\u0430\u043b\u0435\u043d\u043d\u044f \u043b\u043e\u0433\u0456\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u0441\u0438\u0441\u0442\u0435\u043c\u0438 \/ \u0406.\u041e.\u041a\u0443\u0437\u043d\u0435\u0446\u043e\u0432\u0430, \u042e. \u0412. \u041a\u0430\u0440\u043f\u0435\u043d\u043a\u043e, \u0410. \u041e. \u0420\u0435\u043f\u0456\u043d \/\/ \u0412\u0456\u0441\u043d\u0438\u043a \u0441\u043e\u0446\u0456\u0430\u043b\u044c\u043d\u043e-\u0435\u043a\u043e\u043d\u043e\u043c\u0456\u0447\u043d\u0438\u0445 \u0434\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u044c : \u0437\u0431. \u043d\u0430\u0443\u043a. \u043f\u0440\u0430\u0446\u044c. \u2013 \u041e\u0434\u0435\u0441\u0430 : \u041e\u0434\u0435\u0441\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0435\u043a\u043e\u043d\u043e\u043c\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442, 2020. \u2013 \u2116 2(73). \u2013 \u0421. 136\u2013149. \u2013 DOI: https:\/\/doi.org\/10.33987\/vsed.2(73).2020.136-149<\/li>\n
  2. \u0414\u043e\u0440\u043e\u0448\u043a\u0435\u0432\u0438\u0447 \u0414. \u0412. \u0420\u043e\u0437\u0432\u0438\u0442\u043e\u043a \u043b\u043e\u0433\u0456\u0441\u0442\u0438\u043a\u0438 \u043d\u0430 \u0431\u0430\u0437\u0456 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0456\u0457 \u0454\u0434\u0438\u043d\u043e\u0433\u043e \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0439\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0441\u0442\u043e\u0440\u0443 \/\u00a0\u0414.\u00a0\u0412.\u00a0\u0414\u043e\u0440\u043e\u0448\u043a\u0435\u0432\u0438\u0447 \/\/ \u0415\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u0430 \u0435\u043a\u043e\u043d\u043e\u043c\u0456\u043a\u0430. \u2013 \u0414\u043d\u0456\u043f\u0440\u043e : \u0414\u043d\u0456\u043f\u0440\u043e\u0432\u0441\u044c\u043a\u0438\u0439 \u0434\u0435\u0440\u0436\u0430\u0432\u043d\u0438\u0439 \u0430\u0433\u0440\u0430\u0440\u043d\u043e-\u0435\u043a\u043e\u043d\u043e\u043c\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442, 2012. \u2013 \u2116 6. \u2013 URL : http:\/\/www.economy.nayka.com.ua\/?op=1&z=3281<\/li>\n
  3. \u0428\u0430\u043f\u043e\u0432\u0430\u043b\u043e\u0432\u0430 \u041e. \u041e. \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u043f\u0456\u0434\u0442\u0440\u0438\u043c\u043a\u0438 \u043f\u0440\u0438\u0439\u043d\u044f\u0442\u0442\u044f \u0440\u0456\u0448\u0435\u043d\u044c \u043f\u0440\u0438 \u0432\u0438\u043a\u043e\u043d\u0430\u043d\u043d\u0456 \u043b\u043e\u0433\u0456\u0441\u0442\u0438\u0447\u043d\u0438\u0445 \u0437\u0430\u0432\u0434\u0430\u043d\u044c \/ \u041e.\u041e.\u00a0\u0428\u0430\u043f\u043e\u0432\u0430\u043b\u043e\u0432\u0430, \u0410.\u0421. \u041a\u0430\u043c\u0430\u0440\u0434\u0456\u043d, \u041e.\u0410. \u041f\u0435\u0442\u0443\u0445\u043e\u0432\u0430 \/\/ \u0421\u0438\u0441\u0442\u0435\u043c\u0438 \u043e\u0431\u0440\u043e\u0431\u043a\u0438 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457. \u2013 \u0425\u0430\u0440\u043a\u0456\u0432 : \u0425\u0430\u0440\u043a\u0456\u0432\u0441\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u041f\u043e\u0432\u0456\u0442\u0440\u044f\u043d\u0438\u0445 \u0421\u0438\u043b \u0456\u043c\u0435\u043d\u0456 \u0406\u0432\u0430\u043d\u0430 \u041a\u043e\u0436\u0435\u0434\u0443\u0431\u0430. \u2013 2018. \u2013 \u2116 3(154). \u2013 \u0421. 57\u201363. \u2013 DOI: https:\/\/doi.org\/10.30748\/soi.2018.154.08<\/li>\n
  4. \u0412\u0430\u0441\u0438\u043b\u044c\u0447\u0435\u043d\u043a\u043e \u041c. \u0406. \u041a\u043e\u043d\u0442\u0440\u043e\u043b\u0456\u043d\u0433 \u043b\u043e\u0433\u0456\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u0434\u0456\u044f\u043b\u044c\u043d\u043e\u0441\u0442\u0456 \u043f\u0456\u0434\u043f\u0440\u0438\u0454\u043c\u0441\u0442\u0432\u0430 \u0432 \u0443\u043c\u043e\u0432\u0430\u0445 \u043d\u0435\u0432\u0438\u0437\u043d\u0430\u0447\u0435\u043d\u043e\u0441\u0442\u0456 \u0437\u043e\u0432\u043d\u0456\u0448\u043d\u044c\u043e\u0433\u043e \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0430: \u0443\u043f\u0440\u0430\u0432\u043b\u0456\u043d\u0441\u044c\u043a\u0438\u0439 \u0430\u0441\u043f\u0435\u043a\u0442 \/ \u041c. \u0406. \u0412\u0430\u0441\u0438\u043b\u044c\u0447\u0435\u043d\u043a\u043e, \u0410. \u0406. \u041a\u043e\u043b\u043e\u043c\u0456\u0454\u0446\u044c, \u0410. \u0410. \u041a\u0440\u0430\u0454\u0432\u0430 \/\/ \u0415\u043a\u043e\u043d\u043e\u043c\u0456\u043a\u0430 \u0442\u0430 \u0443\u043f\u0440\u0430\u0432\u043b\u0456\u043d\u043d\u044f \u043f\u0456\u0434\u043f\u0440\u0438\u0454\u043c\u0441\u0442\u0432\u0430\u043c\u0438. \u2013 2018. \u2013 \u2116 25. \u2013 URL : http:\/\/www.market-infr.od.ua\/journals\/2018\/25_2018_ukr\/33.pdf<\/li>\n
  5. \u0411\u0430\u0436\u0430\u043d \u041b.\u0406. \u0424\u043e\u0440\u043c\u0443\u0432\u0430\u043d\u043d\u044f \u043f\u0456\u0434\u0445\u043e\u0434\u0443 \u0434\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442\u043d\u043e-\u043b\u043e\u0433\u0456\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u0441\u0438\u0441\u0442\u0435\u043c\u0438 \/ \u041b.\u0406. \u0411\u0430\u0436\u0430\u043d \/\/ \u0415\u043a\u043e\u043d\u043e\u043c\u0456\u043a\u043e-\u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u043d\u0435 \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u0441\u043e\u0446\u0456\u0430\u043b\u044c\u043d\u043e-\u0435\u043a\u043e\u043d\u043e\u043c\u0456\u0447\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c : \u0437\u0431\u0456\u0440\u043d\u0438\u043a \u043d\u0430\u0443\u043a\u043e\u0432\u0438\u0445 \u043f\u0440\u0430\u0446\u044c \u041c\u041d\u041d\u0426 \u0406\u0422\u0456\u0421. \u2013 \u041a\u0438\u0457\u0432, 2012. \u2013 \u0412\u0438\u043f\u0443\u0441\u043a 17. \u2013 \u0421. 23\u201337. \u2013 URL : http:\/\/dspace.nbuv.gov.ua\/bitstream\/handle\/123456789\/46276\/02-Bazhan.pdf?sequence=1<\/li>\n
  6. \u0427\u0443\u0433\u0443\u043d\u043e\u0432 \u0410.\u0410. \u0414\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u043d\u044f \u043c\u0435\u0442\u043e\u0434\u0456\u0432 \u0456 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442\u043d\u043e\u0457 \u043b\u043e\u0433\u0456\u0441\u0442\u0438\u043a\u0438 \u0432 \u0440\u043e\u0437\u0434\u0440\u0456\u0431\u043d\u0438\u0445 \u0442\u043e\u0440\u0433\u043e\u0432\u0435\u043b\u044c\u043d\u0438\u0445 \u043f\u0456\u0434\u043f\u0440\u0438\u0454\u043c\u0441\u0442\u0432\u0430\u0445 \/ \u0410.\u0410. \u0427\u0443\u0433\u0443\u043d\u043e\u0432, \u0410.\u0412. \u0413\u043b\u0438\u0433\u0430 \/\/ \u0415\u043a\u043e\u043d\u043e\u043c\u0456\u0447\u043d\u0430 \u043a\u0456\u0431\u0435\u0440\u043d\u0435\u0442\u0438\u043a\u0430: \u0442\u0435\u043e\u0440\u0456\u044f, \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 \u0442\u0430 \u043d\u0430\u043f\u0440\u044f\u043c\u043a\u0438 \u0440\u043e\u0437\u0432\u0438\u0442\u043a\u0443 : \u043d\u0430\u0443\u043a\u043e\u0432\u043e-\u043f\u0440\u0430\u043a\u0442\u0438\u0447\u043d\u0430 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0456. \u2013 \u041e\u0434\u0435\u0441\u0430, 28-29 \u043b\u0438\u0441\u0442\u043e\u043f\u0430\u0434\u0430 2017. \u2013 \u0421. 102\u2013105. \u2013 URL : https:\/\/economics.net.ua\/files\/science\/ek_kiber\/2017\/102.pdf<\/li>\n
  7. \u0417\u0456\u043d\u0447\u0435\u043d\u043a\u043e \u0406. \u0412. \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u043f\u0456\u0434\u0442\u0440\u0438\u043c\u043a\u0438 \u043f\u0440\u0438\u0439\u043d\u044f\u0442\u0442\u044f \u0440\u0456\u0448\u0435\u043d\u044c \u043f\u0440\u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0456\u043d\u043d\u0456 \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u043d\u043d\u044f\u043c\u0438 \u0432 \u0443\u043c\u043e\u0432\u0430\u0445 \u043d\u0435\u0432\u0438\u0437\u043d\u0430\u0447\u0435\u043d\u043e\u0441\u0442\u0456 : \u0430\u0432\u0442\u043e\u0440\u0435\u0444\u0435\u0440\u0430\u0442 \u0434\u0438\u0441\u0435\u0440\u0442\u0430\u0446\u0456\u0457 \u043d\u0430 \u0437\u0434\u043e\u0431\u0443\u0442\u0442\u044f \u043d\u0430\u0443\u043a\u043e\u0432\u043e\u0433\u043e \u0441\u0442\u0443\u043f\u0435\u043d\u044f \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u0430 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0438\u0445 \u043d\u0430\u0443\u043a \u0437\u0456 \u0441\u043f\u0435\u0446. 05.13.03 \u2013 \u0441\u0438\u0441\u0442\u0435\u043c\u0438 \u0456 \u043f\u0440\u043e\u0446\u0435\u0441\u0438 \u043a\u0435\u0440\u0443\u0432\u0430\u043d\u043d\u044f \/ \u0417\u0456\u043d\u0447\u0435\u043d\u043a\u043e \u0406. \u0412. \u2013 \u0425\u0430\u0440\u043a\u0456\u0432, 2007. \u2013 17 \u0441.<\/li>\n
  8. Diwaker Ch. ACO-SA: enhanced optimization for TSP. International Journal of Advanced Research in Computer Science. 2017. Vol. 8, No. 7. P. 294-297.<\/li>\n
  9. Dorigo \u041c., Birattari M. Ant colony optimization. Encyclopedia of Machine Learning. Springer, 2010. P. 36-39.<\/li>\n
  10. Kennedy J. Particle swarm optimization. Encyclopedia of Machine Learning. Springer, 2010. P. 760-766.<\/li>\n
  11. Kumbharana N., Pandey G.M. A comparative study of ACO. GA and SA for solving travelling salesman problem. International Journal of Societal Applications of Computer Science. 2013. Vol. 2. P. 224-228.<\/li>\n
  12. Odili J.B., Kahar M.N. Solving the Traveling Salesman\u2019s Problem Using the African Buffalo Optimization. Computational Intelligence and Neuroscience. 2016. Vol. 2016. P. 154-166. https:\/\/doi.org\/10.1155\/2016\/1510256.<\/li>\n
  13. Wang C., Lin M., Zhong Y. Solving travelling salesman problem using multiagent simulated annealing algorithm with instance-based sampling. International Journal of Computing Science and Mathematics (Inderscience). 2015. Vol. 6(4). P. 336-353.<\/li>\n<\/ol>\n

    References<\/strong><\/p>\n

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    2. Doroshkevych D. V. Rozvytok lohistyky na bazi kontseptsii yedynoho informatsiinoho prostoru \/ D. V. Doroshkevych \/\/ Efektyvna ekonomika. \u2013 Dnipro : Dniprovskyi derzhavnyi ahrarno-ekonomichnyi universytet, 2012. \u2013 \u2116 6. \u2013 URL : http:\/\/www.economy.nayka.com.ua\/?op=1&z=3281<\/li>\n
    3. Shapovalova O. O. Systema pidtrymky pryiniattia rishen pry vykonanni lohistychnykh zavdan \/ O.O. Shapovalova, A.S. Kamardin, O.A. Petukhova \/\/ Systemy obrobky informatsii. \u2013 Kharkiv : Kharkivskyi natsionalnyi universytet Povitrianykh Syl imeni Ivana Kozheduba. \u2013 2018. \u2013 \u2116 3(154). \u2013 57\u201363. \u2013 DOI: https:\/\/doi.org\/10.30748\/soi.2018.154.08<\/li>\n
    4. Vasylchenko M. I. Kontrolinh lohistychnoi diialnosti pidpryiemstva v umovakh nevyznachenosti zovnishnoho seredovyshcha: upravlinskyi aspekt \/ M. I. Vasylchenko, A. I. Kolomiiets, A. A. Kraieva \/\/ Ekonomika ta upravlinnia pidpryiemstvamy. \u2013 2018. \u2013 \u2116 25. \u2013 URL : http:\/\/www.market-infr.od.ua\/journals\/2018\/25_2018_ukr\/33.pdf<\/li>\n
    5. Bazhan L.I. Formuvannia pidkhodu do intelektualizatsii modeliuvannia transportno-lohistychnoi systemy \/ L.I. Bazhan \/\/ Ekonomiko-matematychne modeliuvannia sotsialno-ekonomichnykh system : zbirnyk naukovykh prats MNNTs ITiS. \u2013 Kyiv, 2012. \u2013 Vypusk 17. \u2013 S. 23\u201337. \u2013 URL : http:\/\/dspace.nbuv.gov.ua\/bitstream\/handle\/123456789\/46276\/02-Bazhan.pdf?sequence=1<\/li>\n
    6. Chuhunov A.A. Doslidzhennia metodiv i modelei transportnoi lohistyky v rozdribnykh torhovelnykh pidpryiemstvakh \/ A.A. Chuhunov, A.V. Hlyha \/\/ Ekonomichna kibernetyka: teoriia, praktyka ta napriamky rozvytku : naukovo-praktychna konferentsi. \u2013 Odesa, 28-29 lystopada 2017. \u2013 S. 102\u2013105. \u2013 URL : https:\/\/economics.net.ua\/files\/science\/ek_kiber\/2017\/102.pdf<\/li>\n
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    8. Diwaker Ch. ACO-SA: enhanced optimization for TSP. International Journal of Advanced Research in Computer Science. 2017. Vol. 8, No. 7. P. 294-297.<\/li>\n
    9. Dorigo \u041c., Birattari M. Ant colony optimization. Encyclopedia of Machine Learning. Springer, 2010. P. 36-39.<\/li>\n
    10. Kennedy J. Particle swarm optimization. Encyclopedia of Machine Learning. Springer, 2010. P. 760-766.<\/li>\n
    11. Kumbharana N., Pandey G.M. A comparative study of ACO. GA and SA for solving travelling salesman problem. International Journal of Societal Applications of Computer Science. 2013. Vol. 2. P. 224-228.<\/li>\n
    12. Odili J.B., Kahar M.N. Solving the Traveling Salesman\u2019s Problem Using the African Buffalo Optimization. Computational Intelligence and Neuroscience. 2016. Vol. 2016. P. 154-166. https:\/\/doi.org\/10.1155\/2016\/1510256.<\/li>\n
    13. Wang C., Lin M., Zhong Y. Solving travelling salesman problem using multiagent simulated annealing algorithm with instance-based sampling. International Journal of Computing Science and Mathematics (Inderscience). 2015. Vol. 6(4). P. 336-353.<\/li>\n<\/ol>\n

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