PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design.
Maryam ParsaAayush AnkitAmirkoushyar ZiabariKaushik RoyPublished in: ICCAD (2019)
Keyphrases
- multi objective
- optimum design
- optimization algorithm
- agent oriented
- optimal design
- case study
- structural design
- evolutionary algorithm
- gaussian processes
- multi objective optimization
- posterior probability
- efficient optimization
- network architecture
- engineering design
- neural network
- design process
- bayesian networks
- constrained optimization
- nsga ii
- agent technology
- model selection
- particle swarm optimization
- multi agent systems
- multi agent
- genetic algorithm