Modeling of Decision Trees Through P systems
| Autor: | Sempere Luna, José María |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2019 |
| Předmět: |
Theoretical computer science
Computer Networks and Communications Computer science Decision trees Decision tree Topology (electrical circuits) 02 engineering and technology Decision rule Theoretical Computer Science Tree structure Hardware and Architecture 020204 information systems P systems with communicating rules 0202 electrical engineering electronic engineering information engineering Membrane computing Classification methods 020201 artificial intelligence & image processing LENGUAJES Y SISTEMAS INFORMATICOS Software P system |
| Zdroj: | RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia instname |
| DOI: | 10.1007/s00354-019-00052-4 |
| Popis: | [EN] In this paper, we propose a decision-tree modeling in the framework of membrane computing. We propose an algorithm to obtain a P system that is equivalent to any decision tree taken as input. In our case, and unlike previous proposals, we formulate the concepts of decision trees endogenously, since there is no external agent involved in the modeling. The tree structure can be defined naturally by the topology of the regions in the P system and the decision rules are defined by communication rules of the P system. |
| Databáze: | OpenAIRE |
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