title: ÐÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² ÑÐµÑÐµÐ½Ð¸Ñ Ð·Ð°Ð´Ð°ÑÐ¸ ÑÑÑÑ Ð¼ÐµÑÐ½Ð¾Ð¹ ÐºÐ¾Ð½ÑÐµÐ¹Ð½ÐµÑÐ½Ð¾Ð¹ ÑÐ¿Ð°ÐºÐ¾Ð²ÐºÐ¸
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Research of algorithms for solving the three-dimensional bin packing problem
Creators: name: ÐÐ°Ð¼Ð¾ÑÐ¸Ð½, ÐÐ¸ÐºÐ¸ÑÐ°
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2022
Subjects: ÐÐ¾Ð½ÑÐµÐ¹Ð½ÐµÑÑ
Ð·Ð°Ð´Ð°ÑÐ¸ ÑÐ°ÑÐºÑÐ¾Ñ-ÑÐ¿Ð°ÐºÐ¾Ð²ÐºÐ¸
Ð·Ð°Ð´Ð°ÑÐ¸ ÑÑÐµÑ Ð¼ÐµÑÐ½Ð¾Ð¹ ÐºÐ¾Ð½ÑÐµÐ¹Ð½ÐµÑÐ½Ð¾Ð¹ ÑÐ¿Ð°ÐºÐ¾Ð²ÐºÐ¸
ÑÐ²ÑÐ¸ÑÑÐ¸ÐºÐ°
ÑÐ²ÑÐ¸ÑÑÐ¸ÑÐµÑÐºÐ¸Ðµ Ð¼ÐµÑÐ¾Ð´Ñ
Ð¼ÐµÑÐ°ÑÐ²ÑÐ¸ÑÑÐ¸ÑÐµÑÐºÐ¸Ðµ Ð¼ÐµÑÐ¾Ð´Ñ
Ð¿Ð¾ÑÐ»Ð¾Ð¹Ð½ÑÐ¹ ÑÐ²ÑÐ¸ÑÑÐ¸ÑÐµÑÐºÐ¸Ð¹ Ð¼ÐµÑÐ¾Ð´
cutting and packing problems
three-dimensional bin packing problems
heuristic
heuristic methods
metaheuristic methods
layer-by-layer heuristic method

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description: The subject of the graduate qualification work is âResearch of algorithms for solving the three-dimensional bin packing problemâ. The given work is devoted to studying cutting and packing problems and researching of the three-dimensional bin packing problems, including methods of their solving. The research set the following goals: 1. Review of the typology of cutting and packing problems. 2. Review of modern variants of three-dimensional bin packing problems. 3. Allocation of the main groups of methods for solving three-dimensional bin packing problems, review of the selected groups of methods. 4. Development of a method for solving the three-dimensional packing problem with selected constraints based on the review. 5. Analysis of the proposed method for solving the three-dimensional bin packing problem. The review of both the original and the improved typologies of cutting and packing problems was conducted. Based on the given typology, the scope of application of bin packing problems was formulated, and examples of modern variations of this problem were considered. Both basic and possible additional constraints that are taken into account when solving bin packing problems were considered. The main groups of methods for solving three-dimensional bin packing problems were reviewed: heuristic methods, metaheuristic methods, layer-based methods, deep learning methods. Based on this review, the layer-by-layer heuristic method (LLHP) for solving the three-dimensional bin packing problem was formulated. Computational experiments were performed, and the results were analyzed.