On the Hardness of Problems Involving Negator Relationships in an Artificial Hormone System

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Authors Eric Hutter, Mathias Pacher, Uwe Brinkschulte arXiv ID 2006.08958 Category cs.AI: Artificial Intelligence Cross-listed cs.CC Citations 0 Venue arXiv.org Last Checked 4 months ago
Abstract
The Artificial Hormone System (AHS) is a self-organizing middleware to allocate tasks in a distributed system. We extended it by so-called negator hormones to enable conditional task structures. However, this extension increases the computational complexity of seemingly simple decision problems in the system: In [1] and [2], we defined the problems Negator-Path and Negator-Sat and proved their NP-completeness. In this supplementary report to these papers, we show examples of Negator-Path and Negator-Sat, introduce the novel problem Negator-Stability and explain why all of these problems involving negators are hard to solve algorithmically.
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