Keeping Designers in the Loop: Communicating Inherent Algorithmic Trade-offs Across Multiple Objectives.
Bowen YuYe YuanLoren TerveenZhiwei Steven WuJodi ForlizziHaiyi ZhuPublished in: Conference on Designing Interactive Systems (2020)
Keyphrases
- multiple objectives
- trade off
- multi objective
- conflicting objectives
- pareto optimal
- problems involving
- multi objective optimization
- goal programming
- knapsack problem
- multi objective genetic algorithm
- bi objective
- fitness function
- objective function
- design decisions
- design process
- shortest path problem
- end users
- portfolio selection
- evolutionary algorithm
- tabu search
- decision makers
- worst case
- upper bound
- multiobjective optimization
- sharing information
- special case
- neural network
- qualitative probabilistic networks
- cutting stock problems