A unified model of non-panmictic population structures in evolutionary algorithms

A unified model of non-panmictic population structures in evolutionary algorithms

This paper presents a formal model of population structures in evolutionary algorithms based on hypergraphs. Since it covers fine grained and coarse grained parallel approaches as well as the simple panmictic case, it provides a unified base for theoretical work on a broad range of algorithms.

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1. Verfasser: Sprave, J.
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Sprache:eng
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Biological system modeling
Computer science
Concurrent computing
Evolutionary computation
Genetic algorithms
Parallel algorithms
Parallel processing
Shape
Terminology
Topology
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description This paper presents a formal model of population structures in evolutionary algorithms based on hypergraphs. Since it covers fine grained and coarse grained parallel approaches as well as the simple panmictic case, it provides a unified base for theoretical work on a broad range of algorithms.
doi_str_mv 10.1109/CEC.1999.782644
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subjects Biological system modeling
Computer science
Concurrent computing
Evolutionary computation
Genetic algorithms
Parallel algorithms
Parallel processing
Shape
Terminology
Topology
title A unified model of non-panmictic population structures in evolutionary algorithms
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