Have a personal or library account? Click to login
Genetic Algorithm Approach to a Concurrent Real-Time Optimization Problem in the Embedded System Design Process Cover

Genetic Algorithm Approach to a Concurrent Real-Time Optimization Problem in the Embedded System Design Process

Open Access
|Aug 2025

References

  1. Dave B. P., Lakshminarayana G., Jha N. K., “COSYN: Hardware-software co-synthesis of distributed embedded systems,” in Proc. 34th Annu. Des. Automat. Conf. (DAC’97), June 1997, pp. 703–708.
  2. De Micheli G., Gupta R. K., “Hardware/software co-design,” Proceedings of the IEEE, vol. 85, no. 3, pp. 349–365, Mar. 1997.
  3. Deniziak S., Górski A., “Hardware/Software Co-Synthesis of Distributed Embedded Systems Using Genetic Programming,” in Proc. 8th Int. Conf. Evolvable Syst.: From Biol. to Hardware, ICES, Lecture Notes in Comput. Sci., 5216, Springer, Heidelberg, 2008, pp. 83–93.
  4. Górski A., Ogorzałek M. J., “Assignment of unexpected tasks in embedded system design process,” Microprocessors and Microsystems, vol. 44, pp. 17–21, Jul. 2016.
  5. Górski A., Ogorzałek M. J., “Auto-detection and assignment of unexpected tasks in embedded systems design process,” in Proc. 23rd Int. Workshop Eur. Group Intell. Comput. Eng., 2016, pp. 179–188.
  6. Górski A., Ogorzałek M. J., “Assignment of Unexpected Tasks for a Group of Embedded Systems,” in Proc. 15th Int. Conf. Program. Devices and Embedded Syst., PDeS, Elsevier, 2018, pp. 102–106.
  7. Górski A., Ogorzałek M. J., “Genetic Programming based Constructive Algorithm with Penalty Function for Hardware/Software Cosynthesis of Embedded Systems,” in Proc. 16th Int. Conf. Softw. Technologies (ICSOFT 2021), 2021, pp. 583–588.
  8. Górski A., Ogorzałek M. J., “Concurrent Real-Time optimization of detecting unexpected tasks in IoT design process using GA,” in Late Breaking Papers from the IEEE 2023 Congr. Evol. Computation, Chicago, IL, USA, IEEE, 2023, pp. 74–77.
  9. Górski A., Ogorzałek M. J., “Assignment of unexpected tasks in embedded system design process using genetic programming,” in Proc. 6th Int. Conf. Dyn. Inf. Syst. (DIS 2023), Lecture Notes in Comput. Sci., 14321, Springer, Cham, 2024, pp. 93–101.
  10. Iñiguez-Lomeli F. J., Garcia-Capulin C. H., Rostro-Gonzalez H., “A hardware architecture for single and multiple ellipse detection using genetic algorithms and high-level synthesis tools,” Microprocessors and Microsystems, vol. 111, Nov. 2024, Art. no. 105106.
  11. Klaus S., Huss S. A., Trautmann T., “Automatic generation of scheduled SystemC models of embedded systems from extended task graphs,” in System Specification & Design Languages - Best of FDL ’02, E. Villar and J. P. Mermet, Eds., Norwell, MA, USA: Kluwer Academic, 2003, pp. 207–217.
  12. Mahajan S., Chauhan A., Gupta S. K., “On Pareto optimality using novel goal programming approach for fully intuitionistic fuzzy multiobjective quadratic problems,” Expert Syst. Appl., vol. 243, Jun. 2024.
  13. Mirjalili S., “Genetic Algorithm. Evolutionary Algorithms and Neural Networks,” in Studies in Computational Intelligence, vol. 780, Cham: Springer, 2019, pp. 43–55.
  14. Nematzadeh H., García-Nieto J., Hurtado S., Aldana-Montes J. F., Navas-Delgado I., “Model-agnostic local explanation: Multi-objective genetic algorithm explainer,” Eng. Appl. Artif. Intell., vol. 139, Jan. 2025, Art. no. 109628.
  15. Santos T., Bispo J., Cardoso J. M. P., “A Flexible-Granularity Task Graph Representation and Its Generation from C Applications (WIP),” in LCTES 2024: Proc. 25th ACM SIGPLAN/SIGBED Int. Conf. Languages, Compilers, and Tools for Embedded Syst., ACM, 2024, pp. 178–182.
  16. Schrive J., Van Den Bossche A., Dalcé R., Val T., “A Genetic Algorithm approach for Antenna Delay calibration in UWB ranging,” in Proc. 2024 IEEE 100th Vehicular Technol. Conf. (VTC2024-Fall), Washington, DC, USA, IEEE, 2024, pp. 1–8, doi: 10.1109/VTC2024-Fall63153.2024.10757616.
DOI: https://doi.org/10.2478/fcds-2025-0014 | Journal eISSN: 2300-3405 | Journal ISSN: 0867-6356
Language: English
Page range: 373 - 382
Submitted on: Nov 29, 2024
|
Accepted on: Jun 17, 2025
|
Published on: Aug 21, 2025
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2025 Adam M. Górski, Maciej Ogorzałek, published by Poznan University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.