Collaborative Research: Quantifying Creativity in Automated Design through a Multiagent Coordination Framework

协作研究：通过多主体协调框架量化自动化设计中的创造力

• 批准号: 0928076
• 负责人: Irem Tumer
• 金额: $ 28.89万
• 依托单位: Oregon State University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2009
• 资助国家: 美国
• 起止时间: 2009-09-01 至 2013-08-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0928076&HistoricalAwards=false
• 关键词: Collaborative; Research; Quantifying; Creativity; Automated

The research objective of this award is to assess how creative a particular design concept is, and, more specifically, to determine what attributes lead to a more (or less) creative design concept. To achieve this objective, the research uses credit assignment approaches derived for multiagent coordination to evaluate the impact of various attributes on the creativity of the full design concept. In particular, the research will provide clear guidance on what the criteria should be to evaluate the creativity of design concept variants generated in an automated design environment.If successful, the results of this research will help identify the most creative design concepts early in the design process. The intellectual merit of this award is in its blending state of the art automated concept generation techniques with new agent coordination strategies to allow the emergence of creativity as a combination of attributes (e.g., agents). Quantifying the impact of specific attributes (local impact) on the creativity of a concept (global impact) is a key contribution. The broader impact includes far-reaching effects on engineering product design. A method that generally captures the creative potential of a design, a-priori to market introduction, could revolutionize how industry designs and develops new products, and provide an advantage to United States industry. This research will engage both the multiagent and engineering design communities. Workshops will be held at the flagship conferences in each field. In addition, the PIs will leverage an NSF funded effort that created an Engineering Virtual Organization to both enter and receive data to assess concepts. Furthermore, the impact of methods that enhance and bring forward the creativity of students will be tested through an automated design competition at the end of the project to engage the students. Finally, students in the introductory and senior design courses will be engaged to experiment with the new method.

该奖项的研究目标是评估特定设计概念的创意程度，更具体地说，确定哪些属性会导致更具（或更少）创意的设计概念。 为了实现这一目标，该研究使用多主体协调衍生的信用分配方法来评估各种属性对完整设计概念创造力的影响。 特别是，该研究将为评估自动化设计环境中生成的设计概念变体的创造力的标准提供明确的指导。如果成功，该研究的结果将有助于在设计早期识别最具创意的设计概念过程。该奖项的智力价值在于它将最先进的自动化概念生成技术与新的代理协调策略相结合，以允许创造力作为属性（例如代理）的组合而出现。量化特定属性（局部影响）对概念创造力（全球影响）的影响是一项关键贡献。更广泛的影响包括对工程产品设计的深远影响。 一种在引入市场之前普遍捕捉设计创意潜力的方法可以彻底改变行业设计和开发新产品的方式，并为美国工业提供优势。 这项研究将吸引多智能体和工程设计界的参与。研讨会将在各个领域的旗舰会议上举行。此外，PI 将利用 NSF 资助的项目创建一个工程虚拟组织来输入和接收数据以评估概念。此外，项目结束时将通过自动化设计竞赛来测试增强和激发学生创造力的方法的影响，以吸引学生。 最后，入门级和高级设计课程的学生将参与新方法的实验。