A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications
Indian Institute of Management Ahmedabad · Aalto University · +1 more institution
Abstract
Bilevel optimization is defined as a mathematical program, where an optimization problem contains another optimization problem as a constraint. These problems have received significant attention from the mathematical programming community. Only limited work exists on bilevel problems using evolutionary computation techniques; however, recently there has been an increasing interest due to the proliferation of practical applications and the potential of evolutionary algorithms in tackling these problems. This paper provides a comprehensive review on bilevel optimization from the basic principles to solution strategies; both classical and evolutionary. A number of potential application problems are also…
Citation impact
- FWCI
- 58.59
- Percentile
- 100%
- References
- 206
Authors
3Topics & keywords
- Bilevel optimization
- Evolutionary computation
- Computer science
- Mathematical optimization
- Optimization problem
- Evolutionary algorithm
- Constraint (computer-aided design)
- Evolutionary programming