Interaction Models and Automated Control under Partial Observable Environments
The problem of automatically constructing a software component such that when executed in a given environment satisfies a goal, is recurrent in software engineering. Controller synthesis is a field which fits into this vision. In this paper we study controller synthesis for partially observable LTS...
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Veröffentlicht in: | IEEE transactions on software engineering 2017-01, Vol.43 (1), p.19-33 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | The problem of automatically constructing a software component such that when executed in a given environment satisfies a goal, is recurrent in software engineering. Controller synthesis is a field which fits into this vision. In this paper we study controller synthesis for partially observable LTS models. We exploit the link between partially observable control and non-determinism and show that, unlike fully observable LTS or Kripke structure control problems, in this setting the existence of a solution depends on the interaction model between the controller-to-be and its environment. We identify two interaction models, namely Interface Automata and Weak Interface Automata, define appropriate control problems and describe synthesis algorithms for each of them. |
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ISSN: | 0098-5589 1939-3520 |
DOI: | 10.1109/TSE.2016.2564959 |