PENENTUAN BREAK EVEN POINT MELALUI REGRESI DAN NEWTON RAPHSON

Fitroh Resmi, Aris Alfan, N. A. C. Dewi
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Abstract

Determining Break Even Point (BEP) in a production is an important thing to do. BEP analysis is used as a basis for profit planning. By knowing the Break Even Point (BEP), management can determine the amount of production or sales that must be made according to the profit target to be achieved. The research method used is literature review (literature study). Data collection techniques using secondary data taken from the Kaggle site. Data analysis uses descriptive statistics with the help of the python program. In certain cases, the production costs or selling cost is not a linear function. So it is necessary to form a mathematical equation through regression. The model is evaluated using MAE, MSE and R2. Determination of BEP is done by forming the equation of production costs and selling costs which are then solved by the Newton Raphson method. The results of this study are the regression method and Newton raphson can be used as an alternative in determining the BEP for cases that are not linear.
确定生产中的盈亏平衡点(BEP)是一件很重要的事情。BEP分析被用作利润规划的基础。通过了解盈亏平衡点(BEP),管理层可以根据要实现的利润目标确定必须完成的生产或销售数量。使用的研究方法是文献综述(literature study)。使用从Kaggle站点获取的辅助数据的数据收集技术。数据分析在python程序的帮助下使用描述性统计。在某些情况下,生产成本或销售成本不是线性函数。因此,有必要通过回归形成数学方程。采用MAE、MSE和R2对模型进行评价。通过形成生产成本和销售成本的方程,然后用牛顿-拉夫森法求解成本效益的确定。本研究的结果是回归方法,牛顿raphson可以作为确定非线性情况下的BEP的替代方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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