New Benchmark Functions for Single-Objective Optimization Based on a Zigzag Pattern
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3144067
Abstract: Benchmarking plays a crucial role in both development of new optimization methods, and in conducting proper comparisons between already existing methods, particularly in the field of evolutionary computation. In this paper, we develop new benchmark… read more here.
Keywords: benchmark functions; new benchmark; single objective; objective optimization ... See more keywords
Hybrid teaching-learning with comprehensive learning capability for electromagnetic device design problems
Sign Up to like & getrecommendations! Published in 2022 at "Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture"
DOI: 10.1177/09544054221102245
Abstract: Many optimal design problems in the engineering field are nonlinear, multivariate, mixed integer, multimodal, and constrained. Meta-heuristic approaches have been widely used to solve these complex problems, but most of them are often sensitive to… read more here.
Keywords: benchmark functions; teaching learning; design problems; hybrid teaching ... See more keywords
Multi-membrane search algorithm
Sign Up to like & getrecommendations! Published in 2021 at "PLoS ONE"
DOI: 10.1371/journal.pone.0260512
Abstract: This research proposes a new multi-membrane search algorithm (MSA) based on cell biological behavior. Cell secretion protein behavior and cell division and fusion strategy are the main inspirations for the algorithm. In order to verify… read more here.
Keywords: multi membrane; benchmark functions; membrane search; algorithm ... See more keywords