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GECCO
2005
Springer

Towards an analysis of dynamic environments

14 years 4 months ago
Towards an analysis of dynamic environments
Although the interest in nature-inspired optimization of dynamic problems has been growing constantly over the past decade, very little has been done to analyze and characterize a changing fitness landscape. However, it would be very helpful for algorithm development to have a better understanding of the nature of fitness changes in dynamic real-world problems. In this paper, we propose a number of measures that can be used to analyze and characterize the dynamism in a problem changing over time. Additionally, we introduce a new dynamic multi-dimensional knapsack problem as a close-to-real-world test problem. Categories and Subject Descriptors: I.2.8 Heuristic Algorithms General Terms: Algorithms.
Jürgen Branke, Erdem Salihoglu, Sima Uyar
Added 27 Jun 2010
Updated 27 Jun 2010
Type Conference
Year 2005
Where GECCO
Authors Jürgen Branke, Erdem Salihoglu, Sima Uyar
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