Combining User Knowledge and Online Innovization for Faster Solution to Multi-objective Design Optimization Problems.
Abhiroop GhoshKalyanmoy DebRonald C. AverillErik D. GoodmanPublished in: EMO (2021)
Keyphrases
- multi objective
- optimization problems
- evolutionary algorithm
- user interface
- design process
- knowledge representation
- knowledge based systems
- design solutions
- optimum design
- objective function
- nsga ii
- online learning
- domain knowledge
- user experience
- conceptual framework
- multi objective optimization
- knowledge acquisition
- case study
- knowledge management
- knowledge base
- optimal solution
- cost function
- prior knowledge
- multi objective optimisation
- conflicting objectives
- expert systems
- conceptual model
- domain experts
- metaheuristic
- recommender systems
- user satisfaction
- engineering design
- lower bound
- focus group
- optimization algorithm
- end users
- data mining techniques