The Crossover Closure and Partial Match Detection

The Crossover Closure and Partial Match Detection

The crossover closure generation rule characterizes the generalization achieved by artificial immune systems using partial match detection. The paper reviews earlier results and extends the previously introduced notion of crossover closure to encompass additional match rules. For concreteness, the d...

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Bibliographische Detailangaben
Hauptverfasser: Esponda, Fernando, Forrest, Stephanie, Helman, Paul
Format: Buchkapitel
Sprache:eng
Schlagworte:
Applied sciences
Artificial intelligence
Computer science
control theory
systems
Concept Drift
Crossover Operator
Detection Scheme
Directed Acyclic Graph
Exact sciences and technology
Match Rule
Pattern recognition. Digital image processing. Computational geometry
Software
Speech and sound recognition and synthesis. Linguistics
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Beschreibung
Zusammenfassung:The crossover closure generation rule characterizes the generalization achieved by artificial immune systems using partial match detection. The paper reviews earlier results and extends the previously introduced notion of crossover closure to encompass additional match rules. For concreteness, the discussion focuses on r-chunks matching, giving alternative ways that detectors can be used to implement the crossover closure.
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-540-45192-1_24