Heuristic-based and nature-inspired techniques for system design and overall data processing

基于启发式和自然启发的系统设计和整体数据处理技术

• 批准号: 156900-2011
• 负责人: Boukadoum, AMounir
• 金额: $ 1.24万
• 依托单位: Université du Québec à Montréal
• 依托单位国家: 加拿大
• 项目类别: Discovery Grants Program - Individual
• 财政年份: 2011
• 资助国家: 加拿大
• 起止时间: 2011-01-01 至 2012-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=476133
• 关键词: Heuristic; based; nature; inspired; techniques

Current technological advances are leading to evermore complex systems, bringing forth modeling and analysis problems that were either marginal or ignored in the past. A need has developed for new approaches and tools to improve current practices for system design and data processing algorithms in situations of too many degrees of freedom, nonlinearities, noise, auto-adaptation, context aware learning and decision making, etc.

当前的技术进步正在导致越来越复杂的系统，带来了建模和分析问题，这些问题在过去要么是边缘的，要么是被忽视的。需要开发新的方法和工具来改进在太多自由度、非线性、噪声、自适应、上下文感知学习和决策等情况下的系统设计和数据处理算法的当前实践。