(Wydawnictwa AGH, 2009) Kadłuczka, Piotr; Chmiel, Wojciech; Piwowarczyk, Jacek
The paper presents intelligent agent approach to multi-population evolutionary algorithm with self-adaptation. The algorithm was used to solve traveling salesman problem that belongs to the NP-hard permutational problem class, one of the most popular optimization discrete problem. Concurrent system realization allows to exchange data, like solutions, results and parameter estimations between algorithms. The possibility to improve the algorithm and system efficiency is based on the strategy and knowledge processing diversification.
(Wydawnictwa AGH, 2007) Kadłuczka, Piotr; Piwowarczyk, Jacek; Chmiel, Wojciech
The paper presents intelligent agent approach to multipopulation evolutionary algorithm with self-adaptation. The approach is based on different areas as software engineering, parallel and distributed systems and artificial intelligence. This technology belongs to up to date researches in the construction of hybrid approximate methods.
