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In this paper, a new stacked-structure-based hierarchical Takagi–Sugeno–Kang (TSK) fuzzy classifier called SHFA-TSK-FC with both promising performance and high interpretability is proposed to tackle with the shortcoming of the existing hierarchical fuzzy classifiers in interpreting the outputs and fuzzy rules of intermediate layers. In order to achieve the enhanced classification performance, each...
A number of evolutionary multiobjective optimization (EMO) algorithms have already been proposed and applied to various problems. Each EMO algorithm has a different search behavior on a different problem. It is important to understand characteristics of the search behavior of each EMO algorithm when we choose an appropriate EMO algorithm for a particular multiobjective problem. However, the search...
We examine the evolution of strategies for a spatial IPD (Iterated Prisoner's Dilemma) game, which are encoded using different representation schemes. Each agent at a cell in a two-dimensional grid-world has its own representation scheme for encoding its strategy. In general, strategies with different representation schemes cannot be recombined. Thus a population of agents can be viewed as a mixture...
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