Apache spark as a tool for parallel population-based optimization

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Abstract

The paper describes a novel application of Apache Spark in populationbased optimization, which facilitates the parallel search for optimal solutions. The model has been tested in solving traveling salesman problem (TSP).

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Jedrzejowicz, P., & Wierzbowska, I. (2019). Apache spark as a tool for parallel population-based optimization. In Smart Innovation, Systems and Technologies (Vol. 142, pp. 181–190). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-13-8311-3_16

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