Title :
Application of ant algorithms as a basis for the creation of an intelligent system for solving problems of transport logistics
Author :
Shalaev, A.N. ; Aksyonov, K.A.
Author_Institution :
Ural Fed. Univ. named after the first president of Russia B.N. Yeltsin, Yekaterinburg, Russia
Abstract :
This paper proposes a basic ant algorithm as a theoretical basis for building intelligent systems in transport logistics. The efficiency of the use of this algorithm is studied in accordance with the requirement of a large number of nodes in the transport network. A comparative analysis of a small implementation of this algorithm in different types of programming languages is also conducted. The high efficiency of the algorithm and the capabilities of modern multiprocessor computers allow constructing the vehicle optimal route calculation systems operating in real time.
Keywords :
intelligent transportation systems; logistics; programming languages; traffic engineering computing; vehicle routing; ant algorithms; intelligent system; multiprocessor computers; programming languages; transport logistics problems; transport network; vehicle optimal route calculation systems;
Conference_Titel :
Microwave & Telecommunication Technology (CriMiCo), 2014 24th International Crimean Conference
Conference_Location :
Sevastopol
Print_ISBN :
978-966-335-412-5
DOI :
10.1109/CRMICO.2014.6959421