Abstract
This paper presents a constraint handling approach without the need to use a penalty function, namely Optimization Without Penalty (OWP). This approach is used on a recent optimization algorithm based on morphological filters, called Optimization by Morphological Filters (OMF). This work consists of providing a simple and effective constraint-handling approach without the necessity of the penalty for any considered optimization problem. The proposed approach is applied to 03 hard mathematical functions, 18 benchmark constraint functions presented in CEC 2010 competition on constrained real-parameter optimization, and 7 constrained engineering design problems reported in the specialized literature. According to the statistical comparison results, the performance of the OMF algorithm with OWP-based approach is better or highly competitive on most of the studied problems.
Sign-in/Register to access full text options 
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
