Ant System Implementation using Microblaze: Some Preliminary Results on Efficiency Study

  • R. Laptik Vilnius Gediminas Technical University
  • V. Arminas Vilnius Gediminas Technical University
  • D. Navakauskas Vilnius Gediminas Technical University

Abstract

The paper presents some preliminary results on efficiency study of Ant System implementation using software processor Microblaze. By the use of Monte-Carlo tests of number π calculation the best use of Pseudo-Random Number Generator – implementation of Multiply-With-Carry algorithm in a single precision floating point numbers – is grounded. By experimentation the usefulness of eight supplemental Microblaze core units is assessed and the advantage of the use of Basic Floating Point Unit together with 32 bits Integer Multiplier is proven. Experimental investigation of Traveling Salesman Problem solution by implemented Ant System is presented and confirms that rapid growth of standard deviation may be used as an indicator that system should be adjusted for current complexity of the problem. Ill. 2, bibl. 13. (in English; summaries in English, Russian and Lithuanian).

Published
2009-07-22
How to Cite
Laptik, R., Arminas, V., & Navakauskas, D. (2009). Ant System Implementation using Microblaze: Some Preliminary Results on Efficiency Study. Elektronika Ir Elektrotechnika, 94(6), 27-30. Retrieved from http://eejournal.ktu.lt/index.php/elt/article/view/10097
Section
T 180 TELECOMMUNICATION ENGINEERING