MolSearch: Search-based Multi-objective Molecular Generation and Property Optimization.
Mengying SunJing XingHan MengHuijun WangBin ChenJiayu ZhouPublished in: KDD (2022)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- conflicting objectives
- evolutionary optimization
- multi objective optimization
- multiobjective optimization
- search algorithm
- search space
- search strategy
- optimum design
- three dimensional
- optimization method
- particle swarm optimization
- multi objective evolutionary algorithms
- search strategies
- multi objective optimization problems
- global search
- optimization process
- evolutionary algorithm
- optimization problems
- objective function
- search efficiency
- particle swarm
- search queries
- solution space
- global optimization
- engineering design problems
- information retrieval
- multi objective evolutionary
- information seeking
- knapsack problem
- combinatorial optimization
- decision makers
- information retrieval systems