We analyze the two combinatorial problems of Dominating Set and Vertex Coloring regarding what kind of local optima are present for various instances. For a variety of graph classes each, we determine whether the induced landscapes are unimodal, plateau-unimodal (all optima are just one plateau), equimodal (all local optima are global) or truly multimodal. We do this for two different neighborhood operators, one based on making only a single change and one also allowing swaps (interchanging two parts of the solution).
翻译:我们针对支配集和顶点着色这两个组合问题,分析了不同实例中存在的局部最优解类型。对于多种图类,我们分别确定了其诱导景观是单峰的、平台单峰的(所有最优解仅为一个平台)、等峰的(所有局部最优解均为全局最优)还是真正多峰的。我们针对两种不同的邻域算子展开分析:一种基于仅进行单次改变,另一种则允许交换(即互换解中的两个部分)。