<abstract xmlns="http://www.w3.org/1999/xhtml"><p>The paper proposes an approach using Genetic Algorithm (GA) for development of optimal time profiles of key control variable of Poly-HydroxyButyrate (PHB) production process. Previous work on modeling and simulation of PHB process showed that it is a highly nonlinear process that needs special controllers based on human experience, as such fuzzy logic controller proved to be a good choice. Fuzzy controllers are not totally replaced, due to the specific process knowledge that they contain. The achieved results are compared with previously proposed knowledge-based approach to the same optimal control task.</p></abstract>

The paper proposes an approach using Genetic Algorithm (GA) for development of optimal time profiles of key control variable of Poly-HydroxyButyrate (PHB) production process. Previous work on modeling and simulation of PHB process showed that it is a highly nonlinear process that needs special controllers based on human experience, as such fuzzy logic controller proved to be a good choice. Fuzzy controllers are not totally replaced, due to the specific process knowledge that they contain. The achieved results are compared with previously proposed knowledge-based approach to the same optimal control task.

Genetic Algorithms vs. Knowledge-Based Control of PHB Production

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Cybernetics and Information Technologies

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

{"article-title":"Genetic Algorithms vs. Knowledge-Based Control of PHB Production"}

The paper proposes an approach using Genetic Algorithm (GA) for development of optimal time profiles of key control variable of Poly-HydroxyButyrate (PHB)...

Genetic Algorithms vs. Knowledge-Based Control of PHB Production

Online veröffentlicht: 18. Juni 2019

Seitenbereich: 104 - 116

Eingereicht: 09. Nov. 2018

Akzeptiert: 15. Apr. 2019

DOI: https://doi.org/10.2478/cait-2019-0018

Schlüsselwörter
Genetic algorithm, fuzzy logic, PHB production, optimization

© 2019 Marius Olteanu et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Genetic Algorithms vs. Knowledge-Based Control of PHB Production

Online veröffentlicht: 18. Juni 2019

Seitenbereich: 104 - 116

Eingereicht: 09. Nov. 2018

Akzeptiert: 15. Apr. 2019

DOI: https://doi.org/10.2478/cait-2019-0018

SchlüsselwörterGenetic algorithm, fuzzy logic, PHB production, optimization

© 2019 Marius Olteanu et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Schlüsselwörter
Genetic algorithm, fuzzy logic, PHB production, optimization