Multi-stage design space reduction technology based on SOM and rough sets, and its application to hull form optimization.
Zheng QiangChang Hai-ChaoLiu Zu-YuanFeng Bai-WeiZhan Cheng-ShengCheng XideWei XiaoPublished in: Expert Syst. Appl. (2023)
Keyphrases
- rough sets
- multistage
- design space
- response surface
- attribute reduction
- stochastic programming
- rough set theory
- stochastic optimization
- design space exploration
- knowledge reduction
- design tools
- fuzzy sets
- single stage
- decision rules
- kohonen self organizing maps
- granular computing
- feature reduction
- rough sets theory
- approximation spaces
- data mining
- lot sizing
- attribute set
- dynamic programming
- design process
- optimization algorithm
- soft computing
- fuzzy rough sets
- fuzzy logic
- tool for data mining
- dominance relation
- case study
- computer vision
- continuous valued attributes
- uncertainty handling
- data sets
- decision making
- online learning
- equivalence relation
- optimal policy