基于进化算法的产品组合设计方法的发展

M. Riesener, C. Dölle, Lukas Schmitt, Merle-Hendrikje Jank
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引用次数: 2

摘要

由于产品生命周期的缩短和满足异质客户需求的需要,所有行业的公司都在其投资组合中引入了大量的产品变体。这些投资组合的扩张通常是不系统地发生的,同时阻碍了与公司目标的一致。然而,为了持续增长并保持竞争力,公司的产品组合必须严格符合公司目标。虽然目前的研究集中在基于财务指标的投资组合设计上,但没有一种方法能够成功地衡量投资组合与公司目标的一致性,并根据关键数据为产品经理提供行动建议。本文提出了一种克服这些限制的方法。然后使用进化算法验证该方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of a Methodology to Design Product Portfolios in Accordance to Corporate Goals Using an Evolutionary Algorithm
Due to diminishing product life cycles and a need to satisfy heterogeneous customer requirements, companies across all industries introduce a multitude of product variants into their portfolio. These portfolio expansions often happen unsystematically while hindering the alignment with corporate goals. However, to grow sustainably and remain competitive, it is essential for a company's product portfolio to coincide stringently with corporate goals. While current research focusses on portfolio design based on financial indicators, none of the methodologies is successful in measuring portfolio alignment along with corporate goals and deriving recommendations for actions for product managers based on key figures. This paper promotes a methodology to overcome these limitations. The method is then validated using an evolutionary algorithm.
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