The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS
Transactions ID Number: 89-853
Full Name: Jan Pohl
Position: Ph.D. Candidate
Age: ON
Sex: Male
Address: Udolní 244/53, 602 00 Brno
Country: CZECH REPUBLIC
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E-mail address: xpohlj00@stud.feec.vutbr.cz
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Title of the Paper: Stochastic optimization algorithm with probability vector in mathematical function minimization and travelling salesman problem
Authors as they appear in the Paper: Jan Pohl, Václav Jirsík, Petr Honzík
Email addresses of all the authors: xpohlj00@stud.feec.vutbr.cz, jirsik@feec.vutbr.cz, honzikp@feec.vutbr.cz
Number of paper pages: 10
Abstract: In the paper there is introduced the newly developed optimization method the Stochastic Optimization Algorithm with Probability Vector (PSV). It is related to Stochastic Learning Algorithm with Probability Vector for artificial neural networks. Both algorithms are inspired by stochastic iterated function system SIFS for generating the statistically self similar fractals. The PSV is gradient method where the direction of individual future movement from the population is based stochastically. PSV was tested on mathematical function minimization and on the travelling sales man problem. The influence of the quantity of individuals upon the best achieved fitness function was also tested on the mathematical functions minimization.
Keywords: Stochastic, Optimization Algorithm, PSV, SIFS, Random Walk, Travelling Salesman Problem
EXTENSION of the file: .doc
Special (Invited) Session: Stochastic optimization algorithm with probability vector
Organizer of the Session: 634-139
How Did you learn about congress: Petr Polách polachpetr@phd.feec.vutbr.cz
IP ADDRESS: 147.229.75.148
