Analysis and Design of Optimization Algorithms via Integral Quadratic Constraints.
Laurent LessardBenjamin RechtAndrew K. PackardPublished in: CoRR (2014)
Keyphrases
- multidisciplinary design optimization
- optimization problems
- computational complexity
- learning algorithm
- penalty functions
- evolutionary algorithm
- discrete optimization
- orders of magnitude
- efficient implementation
- np hard optimization problems
- optimization criteria
- optimization methods
- combinatorial optimization
- design process
- optimal design
- computationally efficient
- significant improvement
- optimization approaches
- image analysis
- data analysis
- data structure