A bilevel improved fruit fly optimization algorithm for the nonlinear bilevel programming problem

作者：

Highlights：

• We propose a BIFOA to solve the nonlinear bilevel programming problems (NBLPP).

• NBLPP is treated as two common nonlinear programming problems to solve in BIFOA.

• BIFOA is applied to solve NBLPP including high-dimensional problems.

• The numerical experiments shows the efficiency and outperformance of BIFOA.

摘要

•We propose a BIFOA to solve the nonlinear bilevel programming problems (NBLPP).•NBLPP is treated as two common nonlinear programming problems to solve in BIFOA.•BIFOA is applied to solve NBLPP including high-dimensional problems.•The numerical experiments shows the efficiency and outperformance of BIFOA.

论文关键词：Bilevel programming problem,Nonlinear bilevel programming problem,Fruit fly optimization algorithm,Improved fruit fly optimization algorithm

论文评审过程：Received 14 April 2017, Revised 28 September 2017, Accepted 30 September 2017, Available online 31 October 2017, Version of Record 13 November 2017.

论文官网地址：https://doi.org/10.1016/j.knosys.2017.09.038