FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4323565711> ?p ?o ?g. }

• W4323565711 endingPage "1292" @default.
• W4323565711 startingPage "1292" @default.
• W4323565711 abstract "The immense application of mathematical modeling for the improvement of bioprocesses determines model development as a topical field. Metaheuristic techniques, especially hybrid algorithms, have become a preferred tool in model parameter identification. In this study, two efficient algorithms, the ant lion optimizer (ALO), inspired by the interaction between antlions and ants in a trap, and the genetic algorithm (GA), influenced by evolution and the process of natural selection, have been hybridized for the first time. The novel ALO-GA hybrid aims to balance exploration and exploitation and significantly improve its global optimization ability. Firstly, to verify the effectiveness and superiority of the proposed work, the ALO-GA is compared with several state-of-the-art hybrid algorithms on a set of classical benchmark functions. Further, the efficiency of the ALO-GA is proved in the parameter identification of a model of an Escherichia coli MC4110 fed-batch cultivation process. The obtained results have been studied in contrast to the results of various metaheuristics employed for the same problem. Hybrids between the GA, the artificial bee colony (ABC) algorithm, the ant colony optimization (ACO) algorithm, and the firefly algorithm (FA) are considered. A series of statistical tests, parametric and nonparametric, are performed. Both numerical and statistical results clearly show that ALO-GA outperforms the other competing algorithms. The ALO-GA hybrid algorithm proposed here has achieved an improvement of 6.5% compared to the GA-ACO model, 7% compared to the ACO-FA model, and 7.8% compared to the ABC-GA model." @default.
• W4323565711 created "2023-03-09" @default.
• W4323565711 creator A5072628280 @default.
• W4323565711 creator A5075352517 @default.
• W4323565711 creator A5077840890 @default.
• W4323565711 creator A5078781246 @default.
• W4323565711 date "2023-03-07" @default.
• W4323565711 modified "2023-10-18" @default.
• W4323565711 title "An Efficient Hybrid of an Ant Lion Optimizer and Genetic Algorithm for a Model Parameter Identification Problem" @default.
• W4323565711 cites W1993624999 @default.
• W4323565711 cites W2001979953 @default.
• W4323565711 cites W2016944307 @default.
• W4323565711 cites W2023881801 @default.
• W4323565711 cites W2027945080 @default.
• W4323565711 cites W2039847237 @default.
• W4323565711 cites W2041282815 @default.
• W4323565711 cites W2061438946 @default.
• W4323565711 cites W2096166399 @default.
• W4323565711 cites W2096386496 @default.
• W4323565711 cites W2096673585 @default.
• W4323565711 cites W2144420897 @default.
• W4323565711 cites W2156773695 @default.
• W4323565711 cites W2165466912 @default.
• W4323565711 cites W2619321621 @default.
• W4323565711 cites W2766515761 @default.
• W4323565711 cites W2799795201 @default.
• W4323565711 cites W2802713807 @default.
• W4323565711 cites W2803109094 @default.
• W4323565711 cites W2894804948 @default.
• W4323565711 cites W2897177582 @default.
• W4323565711 cites W2913446257 @default.
• W4323565711 cites W2934819789 @default.
• W4323565711 cites W2954578674 @default.
• W4323565711 cites W2985584294 @default.
• W4323565711 cites W3010072518 @default.
• W4323565711 cites W3013680792 @default.
• W4323565711 cites W3014061682 @default.
• W4323565711 cites W3014842612 @default.
• W4323565711 cites W3018215981 @default.
• W4323565711 cites W3026819842 @default.
• W4323565711 cites W3090401066 @default.
• W4323565711 cites W3113248998 @default.
• W4323565711 cites W3127387324 @default.
• W4323565711 cites W3135389145 @default.
• W4323565711 cites W3152906242 @default.
• W4323565711 cites W3167310029 @default.
• W4323565711 cites W3194385280 @default.
• W4323565711 cites W3194898675 @default.
• W4323565711 cites W3197915477 @default.
• W4323565711 cites W4205227360 @default.
• W4323565711 cites W4206702477 @default.
• W4323565711 cites W4214673682 @default.
• W4323565711 cites W4241727697 @default.
• W4323565711 cites W4283209142 @default.
• W4323565711 cites W4283321711 @default.
• W4323565711 cites W4283397923 @default.
• W4323565711 cites W4289768515 @default.
• W4323565711 cites W4289878144 @default.
• W4323565711 cites W4293413878 @default.
• W4323565711 cites W4293796980 @default.
• W4323565711 cites W4294693769 @default.
• W4323565711 cites W4295797429 @default.
• W4323565711 cites W4295977474 @default.
• W4323565711 cites W4306407124 @default.
• W4323565711 cites W4306916428 @default.
• W4323565711 cites W4311791781 @default.
• W4323565711 cites W4313471575 @default.
• W4323565711 cites W4317504869 @default.
• W4323565711 cites W909665249 @default.
• W4323565711 cites W2768231007 @default.
• W4323565711 doi "https://doi.org/10.3390/math11061292" @default.
• W4323565711 hasPublicationYear "2023" @default.
• W4323565711 type Work @default.
• W4323565711 citedByCount "0" @default.
• W4323565711 crossrefType "journal-article" @default.
• W4323565711 hasAuthorship W4323565711A5072628280 @default.
• W4323565711 hasAuthorship W4323565711A5075352517 @default.
• W4323565711 hasAuthorship W4323565711A5077840890 @default.
• W4323565711 hasAuthorship W4323565711A5078781246 @default.
• W4323565711 hasBestOaLocation W43235657111 @default.
• W4323565711 hasConcept C109718341 @default.
• W4323565711 hasConcept C11413529 @default.
• W4323565711 hasConcept C116834253 @default.
• W4323565711 hasConcept C126255220 @default.
• W4323565711 hasConcept C13280743 @default.
• W4323565711 hasConcept C154945302 @default.
• W4323565711 hasConcept C154982244 @default.
• W4323565711 hasConcept C176783269 @default.
• W4323565711 hasConcept C185798385 @default.
• W4323565711 hasConcept C205649164 @default.
• W4323565711 hasConcept C28767586 @default.
• W4323565711 hasConcept C33923547 @default.
• W4323565711 hasConcept C40128228 @default.
• W4323565711 hasConcept C41008148 @default.
• W4323565711 hasConcept C44616089 @default.
• W4323565711 hasConcept C4935549 @default.
• W4323565711 hasConcept C49937458 @default.
• W4323565711 hasConcept C59822182 @default.

• next