CS-DTSP: A Model for Dynamic Traveling Salesman (DTSP) Problem
Nitesh Sureja, Ved Vyas Dwivedi, Sanjeev Kumar · CiiT international journal of artificial intelligent systems and machine learning · 2016
Cuckoo Search is a recently developed, novel and competitive Nature Inspired Optimization algorithm used for solving various linear and discrete combinatorial optimization problems. It is already applied to the problems like PCB Drilling, finding optimal features, optimizing the parameters of various classifiers including Neural Network, RBF, SVM parameters, finding optimizing cluster centers, job scheduling, find optimal path and many more in the different domains including industry, health sector, wireless sensor network, image processing and others. Due to its proven capacity in solution quality, accuracy and other parameters, in this paper we present a cuckoo search based model to solve Dynamic Traveling Salesman Problem. The results obtained are compared with the results obtained with the other models proposed for the same problem. Results obtained are very good in terms of all related parameters.