Post Pareto-optimal ranking algorithm for multi-objective optimization using extended angle dominance

作者:

Highlights:

• The proposed algorithm ranks the optimal solutions based on its quality.

• All non-dominated (optimal) solutions are completely ranked.

• User can choose to have top K solutions. K = user defined value.

• This algorithm is parameter-free and easy to use to find the best solution(s).

摘要

•The proposed algorithm ranks the optimal solutions based on its quality.•All non-dominated (optimal) solutions are completely ranked.•User can choose to have top K solutions. K = user defined value.•This algorithm is parameter-free and easy to use to find the best solution(s).

论文关键词:Extended angle-based dominance,Knee solutions,Implicit preference,Multi-objective optimization,Solution ranking

论文评审过程:Received 9 September 2019, Revised 21 January 2020, Accepted 8 April 2020, Available online 6 May 2020, Version of Record 20 May 2020.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.113446