title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¸Ð¼Ð¸ÑÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð³Ð¾ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð° ÑÐºÑÐµÑÐ¸Ð²Ð°Ð½Ð¸Ñ Ð³ÐµÐ½Ð¾ÑÐ¸Ð¿Ð¾Ð² Ð´Ð»Ñ ÑÐµÐ»ÐµÐºÑÐ¸Ð¸ Ð²Ð¸Ð³Ð½Ñ
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Development of a simulation algorithm for crossing genotypes for the selection of vigna
Creators: name: Ð®Ð°Ð½Ñ Ð¨Ñ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: 2021
Subjects: Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼ Ð¸Ð¼Ð¸ÑÐ°ÑÐ¸Ð¸ ÑÐºÑÐµÑÐ¸Ð²Ð°Ð½Ð¸Ñ Ð³ÐµÐ½Ð¾ÑÐ¸Ð¿Ð¾Ð² ÑÐ°ÑÑÐµÐ½Ð¸Ð¹
Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ñ ÑÐµÐ»ÐµÐºÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ñ
Ð¸Ð¼Ð¸ÑÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ðµ Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ ÑÐµÐ»ÐµÐºÑÐ¸Ð¸
simulation algorithm for crossing of plant genotypes
optimization of breeding program
simulation modeling of breeding

description: Ð Ð°Ð±Ð¾ÑÐ° Ð¿Ð¾ÑÐ²ÑÑÐµÐ½Ð° Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð³ÐµÐ½Ð¾Ð¼Ð½Ð¾Ð¹ ÑÐµÐ»ÐµÐºÑÐ¸Ð¸ Ð½Ð° Ð¿ÑÐ¸Ð¼ÐµÑÐµÂ Ð²Ð¸Ð³Ð½Ñ. ÐÐ¾Ð´Ð±Ð¾Ñ Ð¸ Ð°Ð´Ð°Ð¿ÑÐ°ÑÐ¸Ñ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð° Ð´Ð»Ñ Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð¿ÑÐ¾ÑÐµÑÑÐ° ÑÐµÐ»ÐµÐºÑÐ¸Ð¸ Ð½Ð° Ð¿ÑÐ¸Ð¼ÐµÑÐµ Ð¿Ð°ÑÐ°Ð¼ÐµÑÑÐ¾Ð² Ð¾ Ð²ÑÐµÐ¼ÐµÐ½Ð¸ ÑÐ²ÐµÑÐµÐ½Ð¸Ñ Ð²Ð¸Ð³Ð½Ñ. ÐÑÐ¿Ð¾Ð»ÑÐ·ÑÐµÐ¼ 2 Ð¼ÐµÑÐ¾Ð´Ð° Ð´Ð»Ñ Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ð¸ ÑÐµÐ»ÐµÐºÑÐ¸Ð¸ : AlphaMate - Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ñ ÑÐµÐ»ÐµÐºÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ñ ; AlphaSim - Ð¸Ð¼Ð¸ÑÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ðµ Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ ÑÐµÐ»ÐµÐºÑÐ¸Ð¸. ÐÐ¾Ð´Ð³Ð¾ÑÐ¾Ð²Ð¸Ð¼ Ð²ÑÐ¾Ð´Ð½ÑÐµ Ð´Ð°Ð½Ð½ÑÐµ Ð´Ð»Ñ Ð¿ÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ð¸Ñ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð¸ Ð½Ð°ÑÑÑÐ¾Ð¹ÐºÐ¸ Ð¿Ð°ÑÐ°Ð¼ÐµÑÑÐ¾Ð². 1.ÐÐµÐ½ÐµÑÐ¸ÑÐµÑÐºÐ°Ñ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ñ: ÐÐ°Ð½Ð½ÑÐµ SNP ÐÐ¸Ð³Ð½Ð°. 2.Ð¤ÐµÐ½Ð¾ÑÐ¸Ð¿Ð¸ÑÐµÑÐºÐ°Ñ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ñ: ÐÐ°Ð½Ð½ÑÐµ Ð¾ Ð²ÑÐµÐ¼ÐµÐ½Ð¸ ÑÐ²ÐµÑÐµÐ½Ð¸Ñ Ð²Ð¸Ð³Ð½Ñ. Ð ÑÐ°Ð±Ð¾ÑÐµ Ð±ÑÐ»Ð¸ ÑÐ°ÑÑÐ¼Ð¾ÑÑÐµÐ½Ñ Ð¼ÐµÑÐ¾Ð´Ñ Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ñ ÑÐµÐ»ÐµÐºÑÐ¸Ð¸ Ð½Ð° Ð¿ÑÐ¸Ð¼ÐµÑÐµ AlphaMate Ð¸ Ð¸Ð¼Ð¸ÑÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð³Ð¾ Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÑÐºÑÐµÑÐ¸Ð²Ð°Ð½Ð¸Ñ Ð² Ð¿ÑÐ¾ÑÐµÑÑÐµ ÑÐµÐ»ÐµÐºÑÐ¸Ð¸ Ð½Ð° Ð¿ÑÐ¸Ð¼ÐµÑÐµ AlphaSim.Ð Ð°ÑÑÐµÑÑ Ð¿ÑÐ¾Ð²Ð¾Ð´Ð¸Ð»Ð¸ÑÑ Ð½Ð° Ð¿ÑÐ¸Ð¼ÐµÑÐµ Ð´Ð°Ð½Ð½ÑÑ Ð¾ Ð²ÑÐµÐ¼ÐµÐ½Ð¸ ÑÐ²ÐµÑÐµÐ½Ð¸Ñ Ð²Ð¸Ð³Ð½Ñ. AlphaMate Ð½Ð°ÑÐ»Ð¸ Ð´ÐµÐ¹ÑÑÐ²ÑÑÑÐ¸Ð¹ Ð¸ Ð¾Ð¿ÑÐ¸Ð¼Ð°Ð»ÑÐ½ÑÐ¹ Ð¿Ð»Ð°Ð½ Ð²ÑÐ±Ð¾ÑÐ° ÑÐºÑÐµÑÐ¸Ð²Ð°Ð½Ð¸Ñ , Ð±Ð¾Ð»ÐµÐµ Ð²ÑÑÐ¾ÐºÐ¸Ð¹ Ð³ÐµÐ½ÐµÑÐ¸ÑÐµÑÐºÐ¸Ð¹ ÑÑÑÐµÐºÑ Ð¸ Ð¼ÐµÐ½ÐµÐµ Ð²ÐµÑÐ¾ÑÑÐ½Ð¾ÑÑÐ¸ Ð¿Ð¾ÑÐµÑÐ¸ ÑÐ°Ð·Ð½Ð¾Ð¾Ð±ÑÐ°Ð·Ð¸Ñ. AlphaSim Ð´Ð»Ñ ÐºÐ°Ð¶Ð´Ð¾Ð³Ð¾ Ð¿Ð¾ÐºÐ¾Ð»ÐµÐ½Ð¸Ñ Ð²ÑÑÐ¸ÑÐ»Ð¸Ð»Ð¸ ÑÐµÐ½Ð¾ÑÐ¸Ð¿ Ð¸ Ð¿ÑÐ¾Ð²ÐµÑÐ¸Ð»Ð¸ ÐºÐ¾ÑÑÐµÐ»ÑÑÐ¸Ñ ÑÑÐ°ÑÐ¾Ð¹ Ð¸ Ð½Ð¾Ð²Ð¾Ð¹ Ð¼Ð¾Ð´ÐµÐ»Ð¸. ÐÑÐ¾Ð²ÐµÐ´ÐµÐ½Ð¸Ðµ Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ñ ÑÐµÐ»ÐµÐºÑÐ¸Ð¸ Ð¸ Ð¸Ð¼Ð¸ÑÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð³Ð¾ Ð¼Ð¾Ð´ÐµÐ»Ð»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÑÐºÑÐµÑÐ¸Ð²Ð°Ð½Ð¸Ñ ÑÑÐµÐ±ÑÐµÑ Ð´Ð¾ÑÑÐ°ÑÐ¾ÑÐ½Ð¾ Ð±Ð¾Ð»ÑÑÐ¾Ð³Ð¾ ÐºÐ¾Ð»Ð¸ÑÐµÑÑÐ²Ð° Ð´Ð°Ð½Ð½ÑÑ Ð¾ Ð±Ð¸Ð¾Ð»Ð¾Ð³Ð¸ÑÐµÑÐºÐ¾Ð¼ Ð¾Ð±ÑÐµÐºÑÐµ, Ð° ÑÐ°ÐºÐ¶Ðµ Ð¸Ñ Ð°ÐºÐºÑÑÐ°ÑÐ½Ð¾Ð¹ Ð¿Ð¾Ð´Ð³Ð¾ÑÐ¾Ð²ÐºÐ¸. Ð ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐµ Ð¿ÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ð¸Ñ ÑÐ°ÑÑÐ¼Ð¾ÑÑÐµÐ½ÑÑ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð±ÑÐ»Ð¸ Ð¿Ð¾Ð»ÑÑÐµÐ½Ñ ÑÐµÑÐµÐ½Ð¸Ñ Ð´Ð»Ñ ÑÐ¾Ð·Ð´Ð°Ð²Ð°Ð½Ð¸Ñ Ð³ÐµÐ½Ð¾ÑÐ¸Ð¿Ð¾Ð² Ñ Ð·Ð°Ð´Ð°Ð½Ð½ÑÐ¼ ÑÐµÐ»ÐµÐ²ÑÐ¼ Ð·Ð½Ð°ÑÐµÐ½Ð¸ÐµÐ¼ ÑÐµÐ½Ð¾ÑÐ¸Ð¿Ð°.
description: The work is devoted to simulation of genomic selection on the example of vigna. Selection and adaptation of an algorithm to simulate the selection process using vigna flowering time data as an example. Let's use 2 methods for modeling of selection: AlphaMate - optimization of selection program; AlphaSim - simulation modeling of selection. Let's prepare input data for applying methods and setting parameters. 1.Genetic information : Vigna SNP data. 2.Phenotypic information: Vigna flowering time data. In this work we considered methods of optimization of selection program on the example of AlphaMate and simulation modeling of interbreeding in the selection process on the example of AlphaSim.Calculations were performed on the example of vigna flowering time data. AlphaMate found a valid and optimal crossing selection plan, a higher genetic effect and less chance of diversity loss. AlphaSim calculated the phenotype for each generation and checked the correlation between the old and new model. Conducting optimization of selection program and simulation modeling of inbreeding requires a sufficiently large amount of data on the biological object, as well as their careful preparation. As a result of applying the considered methods, solutions for creating genotypes with a given target phenotype value were obtained.