Article ID Journal Published Year Pages File Type
1143958 Systems Engineering Procedia 2012 10 Pages PDF
Abstract

The paper presents three intelligent algorithms, namely, basic genetic algorithm, Hopfield neural network and basic ant colony algorithm to solve the TSP problem. Then different algorithms are compared in the perspectives of time complexity, space complexity, the advantages and disadvantages of the calculation results, and difficulty level of realization. We use the application of paired comparison matrix to make comprehensive evaluation, and then give the value of comprehensive evaluation in engineering.

Related Topics
Physical Sciences and Engineering Engineering Control and Systems Engineering