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Different events that one can call mishappening can occur in the network, like any blast, network failure, and optimized use of batteries, are discussed. Identifying the faulty node or the node that becomes the victim of the event becomes highly complicated because the ad hoc network's nodes are not stationary. In this work, the Artificial Bee Colony (ABC) algorithm is used to find the routes. Mitigation and identification are made using a neural network. The route discovery process involves event management using the ABC algorithm. A method to generate an ad hoc network for discovering route mechanisms involving identification and nodes' movement within the coverage area is introduced. This paper represents an enhanced approach to the route discovery mechanism using an artificial bee colony algorithm and the Levenberg neural network classification model identification of the faulty node.