EDO Data

Published: 5 May 2021| Version 1 | DOI: 10.17632/y83cp6tgmm.1
Contributor:
Jakub Vincalek

Description

Despite their various uses, the uptake of evolutionary algorithms in industry remains limited. In order to understand why uptake is low a survey of engineers was undertaken, the results of which are presented here. A total of 23 participants (N = 23) took part in the 3-part mixed methods survey. Reflexive thematic analysis was conducted on the open-ended questions. A common thread throughout participants responses is that there is a question of trust towards evolutionary algorithms within industry. Perhaps surprising is that the key to gaining this trust is not producing good results, but creating algorithms which explain the process they take in reaching a result. Based on this, recommendations have been made to increase their use in industry.

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Steps to reproduce

Questions are available from the dataset.

Institutions

Swansea University

Categories

Applied Sciences

Licence