Research on Node Layout Model Optimization of MANET Based on AlphaZero Technology under Incomplete Visual Terrain
Xiaofei Zou, Ruopeng Yang, Changsheng Yin · 2019
The successful generalization of AlphaZero algorithm in chess provides new ideas and methods for its application in cross-domain migration. Mobile wireless ad hoc networks are similar to chess. Nodes are regarded as chess pieces and maps as chessboard. The construction process can be regarded as chess game process. In order to realize the deployment of mobile ad hoc networks under incompletely visible terrain, AlphaZero algorithm needs to solve the difference between rich map background and chessboard whiteboard background. It is proposed that terrain elevation be abstracted as a new kind of chessboard and added to the self-training game of mobile ad hoc network node deployment, which can realize the full applicability of the model.