M
Matej Črepinšek
Researcher at University of Maribor
Publications - 47
Citations - 2987
Matej Črepinšek is an academic researcher from University of Maribor. The author has contributed to research in topics: Evolutionary algorithm & Domain-specific language. The author has an hindex of 15, co-authored 40 publications receiving 2579 citations.
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Exploration and exploitation in evolutionary algorithms: A survey
TL;DR: A fresh treatment is introduced that classifies and discusses existing work within three rational aspects: what and how EA components contribute to exploration and exploitation; when and how Exploration and exploitation are controlled; and how balance between exploration and exploited is achieved.
A Exploration and Exploitation in Evolutionary Algorithms: A Survey
TL;DR: In this paper, a good ratio between exploration and exploitation of a search space is defined as the ratio between the probability that a search algorithm is successful and the probability of being successful.
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On clarifying misconceptions when comparing variants of the Artificial Bee Colony Algorithm by offering a new implementation
TL;DR: This paper points to some misapprehensions when comparing meta-heuristic algorithms based on iterations (generations or cycles) with special emphasis on ABC.
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Comparing general-purpose and domain-specific languages: An empirical study
Tomaz Kosar,Nuno Oliveira,Marjan Mernik,Maria João Varanda Pereira,Matej Črepinšek,Daniela da Cruz,Pedro Rangel Henriques +6 more
TL;DR: An experiment was carried out to compare such a domain-specific language with a comparable application library and a cognitive dimension framework has been used for a comparison between XAML and C# Forms.
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Replication and comparison of computational experiments in applied evolutionary computing: Common pitfalls and guidelines to avoid them
TL;DR: Some preliminary guidelines and reminders for assisting researchers to conduct any replications and comparisons of computational experiments when solving practical problems, by the use of EAs in the future are offered.