Investigation of responsible decision-making for sustainable value management in distributed co-production networks
分布式联合生产网络中可持续价值管理的负责任决策研究
基本信息
- 批准号:RGPIN-2021-02953
- 负责人:
- 金额:$ 1.89万
- 依托单位:
- 依托单位国家:加拿大
- 项目类别:Discovery Grants Program - Individual
- 财政年份:2022
- 资助国家:加拿大
- 起止时间:2022-01-01 至 2023-12-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
Many corporations are disaggregating their operations and 'fine-slicing' their global value chains, governments are decentralizing their decision-making processes, and security organizations are dispersing their operations over time and space. Today, supply chains are no longer straightforward chains but often complex networks with many actors involved in the production, processing, transportation, retailing, and waste management throughout the product's life-cycles. The COVID-19 pandemic has exacerbated mutual dependencies as most businesses are hugely reliant on production and supplies worldwide. Distributed operations is not unique to the business sector, but military and security organizations have adopted dispersed operations to execute complex missions. As organizations seek to improve and adapt, they are forced to rethink their operations and decision-making along distributed networks. A distributed co-production network (CPN) is a cluster of self-organized and vertically related but relatively independent organizations with limited awareness of each other's goals and capabilities (e.g., capacity, labour, knowledge or technology). Moreover, as we became aware of the urgency of climate change and social responsibility, organizations are adopting sustainability and the UN Sustainable Development Goals. Decision-making occurs at and across, operational, intra-organizational, inter-organizational, and extra-organizational levels of a focal organization. However, our understanding of distributed decision-making within sustainable CPNs is still lagging. Existing systems and technologies are not adequately supporting decision-making in sustainable CPN. In particular, responsible decision-support theories and algorithms are needed to manage value sustainably along CPNs when value creation, transfer and distribution among diverse co-production actors are multi-dimensional, pluralistic and dynamic. Responsible decision-making recognizes the plurality of stakeholders' perspectives. Decisions should explicitly consider multiple criteria and reconcile their conflicts as single-objective decision-making leads to non-Pareto decisions. Responsible decision-making should also account for the dynamics of the value creation dynamics over time and across territories. I intend to investigate responsible decision technologies for distributed settings such as sustainable CPNs, dispersed operations and global supply chains. I plan to contribute a decision-making theory for managing sustainable value aggregation, and several decision support algorithms based on mult-criteria decision analysis, measurement theory, machine learning and data analytics. I will use multi-agent modelling and simulation to validate the proposed theoretical and algorithmic developments. This research program will contribute to the advancement of responsible management sciences, artificial intelligence and M&S to manage distributed decision-making for sustainable value management.
许多公司正在分解其业务并“精细分割”其全球价值链,政府正在分散其决策过程,安全组织正在分散其业务。今天,供应链不再是简单的链条,而是复杂的网络,许多参与者参与了产品整个生命周期的生产,加工,运输,零售和废物管理。COVID-19疫情加剧了相互依赖,因为大多数企业都非常依赖全球的生产和供应。分布式操作并不是商业部门所独有的,但军事和安全组织已经采用分散操作来执行复杂的任务。随着组织寻求改进和适应,他们被迫重新思考他们的运营和决策沿着分布式网络。 分布式协同生产网络(CPN)是一个自组织的、垂直相关但相对独立的组织集群,这些组织对彼此的目标和能力的认识有限(例如,能力、劳动力、知识或技术)。此外,随着我们意识到气候变化和社会责任的紧迫性,各组织正在采用可持续发展和联合国可持续发展目标。决策发生在一个中心组织的业务、组织内、组织间和组织外各级。然而,我们对可持续CPNs中的分布式决策的理解仍然滞后。现有的系统和技术不足以支持可持续CPN的决策。特别是,负责任的决策支持理论和算法,需要可持续地管理价值沿着CPN时,价值创造,转移和分配不同的合作生产的演员是多维的,多元化的和动态的。负责任的决策承认利益攸关方观点的多元性。决策应该明确考虑多个标准,并调和它们的冲突,因为单目标决策会导致非帕累托决策。负责任的决策还应考虑到价值创造动态随时间和地域的变化。我打算研究分布式环境下的负责任决策技术,如可持续CPN,分散运营和全球供应链。我计划贡献一个管理可持续价值聚合的决策理论,以及几个基于多标准决策分析、测量理论、机器学习和数据分析的决策支持算法。我将使用多代理建模和仿真来验证所提出的理论和算法的发展。该研究计划将有助于促进负责任的管理科学,人工智能和M&S的发展,以管理可持续价值管理的分布式决策。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
数据更新时间:{{ journalArticles.updateTime }}
{{
item.title }}
{{ item.translation_title }}
- DOI:
{{ item.doi }} - 发表时间:
{{ item.publish_year }} - 期刊:
- 影响因子:{{ item.factor }}
- 作者:
{{ item.authors }} - 通讯作者:
{{ item.author }}
数据更新时间:{{ journalArticles.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ monograph.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ sciAawards.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ conferencePapers.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ patent.updateTime }}
Guitouni, Adel其他文献
Multi-objectives Tabu Search based algorithm for progressive resource allocation
- DOI:
10.1016/j.ejor.2005.10.012 - 发表时间:
2007-03-16 - 期刊:
- 影响因子:6.4
- 作者:
Belfares, Lamia;Kibi, Walid;Guitouni, Adel - 通讯作者:
Guitouni, Adel
Guitouni, Adel的其他文献
{{
item.title }}
{{ item.translation_title }}
- DOI:
{{ item.doi }} - 发表时间:
{{ item.publish_year }} - 期刊:
- 影响因子:{{ item.factor }}
- 作者:
{{ item.authors }} - 通讯作者:
{{ item.author }}
{{ truncateString('Guitouni, Adel', 18)}}的其他基金
Investigation of responsible decision-making for sustainable value management in distributed co-production networks
分布式联合生产网络中可持续价值管理的负责任决策研究
- 批准号:
DGDND-2021-02953 - 财政年份:2022
- 资助金额:
$ 1.89万 - 项目类别:
DND/NSERC Discovery Grant Supplement
Investigation of responsible decision-making for sustainable value management in distributed co-production networks
分布式联合生产网络中可持续价值管理的负责任决策研究
- 批准号:
RGPIN-2021-02953 - 财政年份:2021
- 资助金额:
$ 1.89万 - 项目类别:
Discovery Grants Program - Individual
Investigation of responsible decision-making for sustainable value management in distributed co-production networks
分布式联合生产网络中可持续价值管理的负责任决策研究
- 批准号:
DGDND-2021-02953 - 财政年份:2021
- 资助金额:
$ 1.89万 - 项目类别:
DND/NSERC Discovery Grant Supplement
相似海外基金
Real-time Prediction of Adverse Outcomes After Surgery
实时预测手术后不良后果
- 批准号:
10724048 - 财政年份:2023
- 资助金额:
$ 1.89万 - 项目类别:
Comparative-Effectiveness of Procedures for Carotid Revascularization
颈动脉血运重建手术的比较效果
- 批准号:
10664391 - 财政年份:2023
- 资助金额:
$ 1.89万 - 项目类别:
Post-Baccalaureate Research and Education Program (PREP) for Oklahoma
俄克拉荷马州学士后研究与教育计划 (PREP)
- 批准号:
10556953 - 财政年份:2023
- 资助金额:
$ 1.89万 - 项目类别:
Investigation of responsible decision-making for sustainable value management in distributed co-production networks
分布式联合生产网络中可持续价值管理的负责任决策研究
- 批准号:
DGDND-2021-02953 - 财政年份:2022
- 资助金额:
$ 1.89万 - 项目类别:
DND/NSERC Discovery Grant Supplement
Real-world complexities in opioid use disorder treatment: understanding family comorbidity, high-risk medication use, and costs related to treatment adherence and health outcomes
阿片类药物使用障碍治疗的现实复杂性:了解家庭合并症、高风险药物使用以及与治疗依从性和健康结果相关的成本
- 批准号:
10449784 - 财政年份:2022
- 资助金额:
$ 1.89万 - 项目类别:
Mid-Career Mentoring Award For Patient-Oriented Research in Frailty and Health Outcomes
职业生涯中期指导奖,表彰以患者为导向的虚弱和健康结果研究
- 批准号:
10448534 - 财政年份:2022
- 资助金额:
$ 1.89万 - 项目类别:
Electronic Health Record Phenotyping for Case Detection and Prediction of Emergency Department Visits for Child and Adolescent Suicide Attempts
用于病例检测和预测儿童和青少年自杀未遂急诊科就诊的电子健康记录表型
- 批准号:
10507372 - 财政年份:2022
- 资助金额:
$ 1.89万 - 项目类别:
Interest, Preference, and Uptake of Long Acting ART among PLWH in Florida
佛罗里达州 PLWH 中的长效 ART 的兴趣、偏好和采用情况
- 批准号:
10547990 - 财政年份:2022
- 资助金额:
$ 1.89万 - 项目类别:
Mid-Career Mentoring Award For Patient-Oriented Research in Frailty and Health Outcomes
职业生涯中期指导奖,表彰以患者为导向的虚弱和健康结果研究
- 批准号:
10651807 - 财政年份:2022
- 资助金额:
$ 1.89万 - 项目类别: