Bayesian optimization as a flexible and efficient design framework for sustainable process systems.
Joel A. PaulsonCalvin TsayPublished in: CoRR (2024)
Keyphrases
- design process
- conceptual framework
- lightweight
- cost effective
- efficient optimization
- conceptual model
- optimization process
- building blocks
- web based educational systems
- design criteria
- design principles
- case study
- modular design
- process model
- bayesian framework
- main contribution
- knowledge based systems
- optimization scheme
- optimal design
- optimization algorithm
- bayesian networks
- design requirements
- distributed systems
- design decisions
- computer systems
- computational framework
- interactive systems
- design processes
- bayesian formulation
- bayesian inference
- probabilistic model
- engineering design
- development methodologies
- development process
- optimum design
- information systems
- component based architecture