Improving TSP Solutions Using GA with a New Hybrid Mutation Based on Knowledge and Randomness.
Esra'a AlkafaweenAhmad B. A. HassanatPublished in: CoRR (2018)
Keyphrases
- genetic algorithm
- genetic algorithm ga
- genetic operators
- fitness function
- optimal solution
- candidate solutions
- evolutionary algorithm
- search capabilities
- differential evolution
- initial population
- crossover operator
- np hard
- domain knowledge
- knowledge management
- knowledge acquisition
- ant colony optimization
- crossover and mutation
- traveling salesman problem
- crossover and mutation operators
- search space
- population size
- aco algorithms
- neural network
- optimization method
- mutation operator
- prior knowledge
- hybrid genetic algorithm
- knowledge base
- evolutionary computation
- knowledge representation
- artificial neural networks
- evolutionary process
- expert systems
- hybrid ga