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系统变得越来越复杂，带来了过去被边缘化或被忽视的建模和分析问题。需要新的方法和工具来改进当前系统设计和数据处理算法在太多自由度、非线性、噪声、自动适应、上下文感知学习和决策等情况下的实践。