Number Coding Multi-Agent Evolutionary Algorithm for Deployment Optimization
Zhi Jian Yuan · Computer engineering & Software · 2011
For deployment optimization,Number Coding MAEA named as NC-MAEA is proposed based on Multi-agent Evolutionary Algorithm,the competition operator and learning operator are redefined.In grids,a agent and 8 agents around constitute a competing area,the winner plants it's codes fragment into failure's codes series,only winner obtains learning chance,in learning process it swap code fragments in two ways to improve energy.Simulated with the typical test data of in traveling salesman problems,compared with other related literatures,it has been proved that NC-MAEAhas better global optimization ability and convergence stability.