Multi-objective Bayesian Optimization with Heuristic Objectives for Biomedical and Molecular Data Analysis Workflows.
Alina SelegaKieran R. CampbellPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- multi objective
- multiple objectives
- conflicting objectives
- optimization algorithm
- data analysis
- multi objective evolutionary algorithms
- data processing
- evolutionary algorithm
- multi objective optimization
- evolutionary optimization
- single objective optimization
- multiobjective optimization
- objective function
- optimization problems
- particle swarm optimization
- optimum design
- pareto optimal solutions
- engineering design problems
- optimal solution
- combinatorial optimization
- text mining
- multi objective optimization problems
- pareto optimal
- optimization method
- genetic algorithm
- life sciences
- optimization criteria
- data collection
- simulated annealing
- three dimensional
- neural network
- bi objective
- optimization methods
- simultaneous optimization
- particle swarm
- machine learning
- business process
- multi objective problems
- simulated annealing and tabu search
- knapsack problem
- global optimization
- differential evolution
- business intelligence
- business processes
- maximum likelihood
- rough sets
- data warehouse
- information extraction
- dynamic programming
- search algorithm
- web services
- data mining