Multi-objective memetic meta-heuristic algorithm for encoding the same protein with multiple genes

作者：

Highlights：

• The design of multiple genes encoding the same protein is an important task.

• We have re-defined this multi-objective problem from three to two objectives.

• We have designed and implemented a solution procedure based on the MOSFLA algorithm.

• The experiments have been done over 9 real protein instances.

• MOSFLA-2CH obtains better results than the ones found in the literature.

摘要

•The design of multiple genes encoding the same protein is an important task.•We have re-defined this multi-objective problem from three to two objectives.•We have designed and implemented a solution procedure based on the MOSFLA algorithm.•The experiments have been done over 9 real protein instances.•MOSFLA-2CH obtains better results than the ones found in the literature.

论文关键词：Multi-objective memetic meta-heuristic algorithm,Design of multiple genes,Encoding of the same protein,Multi-objective optimization,Protein-coding sequence (CDS)

论文评审过程：Received 11 October 2018, Revised 10 May 2019, Accepted 15 June 2019, Available online 17 June 2019, Version of Record 21 June 2019.

论文官网地址：https://doi.org/10.1016/j.eswa.2019.06.031