Mobilní hejnová inteligence

Abstract

Today we live in a world where mobile technology has become an everyday part of life and almost everyone owns a mobile phone today. At the same time, we live in a time that poses obstacles to our lives, which we must seek answers to more and more quickly. The work is devoted to these not so often used potentials of searching for computational resources and the use of human intelligence. The work is looking for other ways to use the connection of several mobile devices into one thinking unit / one thinking swarm to solve global optimization problems. The work monitors two directions of obtaining the results of global optimization problems. One direction is the development of an application working with the new parallel strategy of the SOMA algorithm. The second direction is gamesourcing, whose found solutions to the test problem are compared with the solutions found by two evolutionary algorithms.

Description

Subject(s)

Swarm intelligence, SOMA algorithm, Genetic algorithm, Algorithm of differential evolution, Travelling Salesman Problem, Android, Gamesourcing

Citation