选择(遗传算法)
近亲繁殖
人口
人工智能
计算机科学
生物
自然选择
机器学习
生态学
管理科学
数理经济学
地理
进化生物学
运筹学
有效人口规模
一般理论
信息论
遗传数据
不完美的
遗传程序设计
群体遗传学
认识论
领域(数学)
遗传模型
数学理论
数学
人口规模
遗传算法
一般利益
人口规模小
生物进化
社会学
遗传增益
适应(眼睛)
养蜂女孩
谱系学
一夫多妻制
进化论
完美信息
择偶
作者
Du, Manuel,Bernstein Richard,Hoppe, Andreas
标识
DOI:10.48550/arxiv.2504.12895
摘要
In 1997, T. H. E. Meuwissen published a groundbreaking article titled 'Maximizing the response of selection with a predefined rate of inbreeding', in which he provided an optimized solution for the trade-off between genetic response and inbreeding avoidance in animal breeding. Evidently, this issue is highly relevant for the honeybee with its small breeding population sizes. However, the genetic peculiarities of bees have thus far prevented an application of the theory to this species. The present manuscript intends to fill this desideratum. It develops the necessary bee-specific theory and introduces a small R script that implements Optimum Contribution Selection (OCS) for honeybees. While researching for this manuscript, we found it rather cumbersome that even though Meuwissen's theory is 28 years old and has sparked research in many new directions, to our knowledge, there is still no comprehensive textbook on the topic. Instead, all relevant information had to be extracted from several articles, leading to a steep learning curve. We anticipate that many honeybee breeding scientists with a putative interest in OCS for honeybees have little to no experience with classical OCS. Thus, we decided to embed our new derivations into a general introduction to OCS that then specializes more and more to the honeybee case. The result are these 121 pages, of which we hope that at least the first sections can also be of use for breeding theorists concerned with other species than honeybees.
科研通智能强力驱动
Strongly Powered by AbleSci AI