The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
Differential Evolution (DE) is well-known as a simple and efficient scheme for global optimization over continuous spaces. However, the mutation strategies used in DE greatly affect its performance. In this paper, we present a novel DE variant with an improved mutation strategy. The proposed approach, called IDE, is motivated by the idea of Particle Swarm Optimization (PSO), in which each individual...
Differential Evolution (DE) is a population-based search algorithm, which has shown good search abilities in many optimization problems. In this paper, we propose a novel DE algorithm, called IDE, to improve the performance of DE. In order to verify the performance of the proposed approach, we test IDE on eight well-known benchmark problems. The comparison results among IDE and two other improved...
A good optimization algorithm must be capable of handling high-dimensional problems, meaning that there are many decision variables to be optimized at the same time. The problems of this category are challenging. This paper tests the scalability of wDE, which is a differential evolution algorithm with self-adaptive parameters. The statistical results and convergence graphs from the experimentation...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.