SofEA: a pool-based framework for evolutionary algorithms using CouchDB

Abstract

This paper studies SofEA, an architecture for distributing evolutionary algorithms (EAs) across computer networks in an asynchronous and decentralized way. SofEA is based on a pool architecture which is implemented using an object store interacting asynchronously with several clients. The fact that each client is autonomous leads to a complex behavior that… (More)
DOI: 10.1145/2330784.2330802

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