Evolution as a Service: A Privacy-Preserving Genetic Algorithm for Combinatorial Optimization.
Bowen ZhaoWei-Neng ChenFeng-Feng WeiXimeng LiuQingqi PeiJun ZhangPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- combinatorial optimization
- genetic algorithm
- metaheuristic
- simulated annealing
- combinatorial optimization problems
- privacy preserving data mining
- privacy preservation
- traveling salesman problem
- optimization problems
- private information
- ant colony optimization
- sensitive information
- multi party
- vertically partitioned data
- web services
- horizontally partitioned data
- privacy protection
- evolutionary algorithm
- neural network
- privacy concerns
- privacy guarantees
- horizontally partitioned
- vehicle routing problem
- private data
- service providers
- privacy sensitive
- naive bayesian classification
- optimal solution
- preserving privacy
- data perturbation
- benchmark problems
- sensitive data
- secure multiparty computation
- scalar product
- privacy issues
- multi objective
- privacy requirements
- user privacy
- objective function
- search space
- genetic programming