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一种在存在不确定性的情况下,通过加权和多标准决策分析实现创新项目早期可持续性评估的框架。

A framework for early-stage sustainability assessment of innovation projects enabled by weighted sum multi-criteria decision analysis in the presence of uncertainty.

作者信息

Henderson John, Peeling Robert

机构信息

Colony, 5 Piccadilly Place, Britest Limited, Manchester, Greater Manchester, M1 3BR, UK.

出版信息

Open Res Eur. 2024 Aug 5;4:162. doi: 10.12688/openreseurope.18195.1. eCollection 2024.

Abstract

A two-level hierarchical framework for early-stage sustainability assessment (FESSA) amongst a set of alternatives applicable from the earliest stages of process or product development is introduced, and its use in combination with an improved method weighted-sum method multi-criteria decision analysis (WSM-MCDA) in the presence of uncertainty is presented through application to a case study based upon a real-world decision scenario from speciality polymer manufacture. The approach taken addresses the challenge faced by those responsible for innovation management in the manufacturing process industries to make simultaneously timely and rational decisions early in the innovation cycle when knowledge gaps and uncertainty about the options tend to be at their highest. The Computed Uncertainty Range Evaluations (CURE) WSM-MCDA method provides better discrimination than the existing Multiple Attribute Range Evaluations (MARE) method without the computational burden of generating heuristic outcome distributions via Monte-Carlo simulation.

摘要

介绍了一种适用于工艺或产品开发早期阶段的一组替代方案的两级分层早期可持续性评估框架(FESSA),并通过应用于基于特种聚合物制造的实际决策场景的案例研究,展示了其在存在不确定性的情况下与改进的加权和法多准则决策分析(WSM-MCDA)方法结合使用的情况。所采用的方法解决了制造过程行业中负责创新管理的人员在创新周期早期面临的挑战,即在知识差距和选项不确定性往往最高时,同时及时且合理地做出决策。计算不确定性范围评估(CURE)WSM-MCDA方法比现有的多属性范围评估(MARE)方法具有更好的区分度,且无需通过蒙特卡罗模拟生成启发式结果分布的计算负担。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7bca/11459121/db13cfe10905/openreseurope-4-19665-g0000.jpg

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