Complex network analysis of fitness landscapes

Sebastian Herrmann
The concept of fitness landscapes originated from evolutionary biology and is relevant for numerous disciplines. In metaheuristics for combinatorial optimization, fitness landscapes are frequently used to study the structure of problems. A novel approach is to analyze fitness landscapes by local optima networks'' (LONs). A LON compresses the features of fitness landscapes in a complex network. The nodes are the local optima. The edges model the potential transitions between the local optima basins. Edges are...
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