The invention provides an online order distribution and delivery method based on a scoring mechanism and path planning. The method comprises the following steps: firstly, orders in a certain
time range of the same region are merged through a clustering
algorithm; then, the
historical distribution information of the rider is obtained by mining the
historical distribution data of the rider in the order platform, and whether the rider matches the sub-orders in the
order set is calculated; then the scores of the riders are calculated in the set of matched riders; the distribution information is preferentially pushed to the matched first rider with the highest
score, and if the rider gives up, the distribution information is pushed to the matched second rider with the second highest
score, andforwarded three times in the same way, and if no one takes orders, the distribution information is distributed to the snatching
pool for the matched rider to snatch orders; finally, the
route distribution scheme of the received single rider is determined by the cultural
genetic algorithm. According to the order distribution and
distribution method of the invention, the order distribution balance can be maintained while the customer experience is guaranteed, the distribution cost is further reduced, and the distribution efficiency is improved.