TL;DR
This paper presents the development and experimental evaluation of libtissue, a software system designed to incorporate and test properties of innate immunity within artificial immune systems.
Contribution
It introduces libtissue, a novel software platform for implementing and evaluating innate immunity-inspired features in artificial immune systems.
Findings
Successful implementation of innate immunity properties in libtissue
Demonstrated potential for improved AIS performance
Provides a foundation for further experimental research
Abstract
In a previous paper the authors argued the case for incorporating ideas from innate immunity into artificial immune systems (AISs) and presented an outline for a conceptual framework for such systems. A number of key general properties observed in the biological innate and adaptive immune systems were highlighted, and how such properties might be instantiated in artificial systems was discussed in detail. The next logical step is to take these ideas and build a software system with which AISs with these properties can be implemented and experimentally evaluated. This paper reports on the results of that step - the libtissue system.
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