TY - GEN
T1 - Application of the hybrid-multi objective immune algorithm for obtaining the robustness of schedules
AU - Paprocka, Iwona
AU - Gwiazda, Aleksander
AU - Bączkowicz, Magdalena
N1 - Publisher Copyright:
© Springer International Publishing AG 2017.
PY - 2017
Y1 - 2017
N2 - This paper investigates one approach to the no-wait flow shop scheduling problem with the objective to improve the robustness of created schedules. One of the fundamental objectives is obtaining an optimal solution for this type of complex, large-sized problems in reasonable computational time. For this purpose was used a new hybrid multi-objective algorithm based on the features of a biological immune system (IS) and bacterial optimization (BO) to find Pareto optimal solutions. It is proposed the hybrid multi-objective immune algorithm (HMOIA II). Computational results suggest that proposed HMOIA II enables the obtainment of stable and robust schedules in case of the disturbance.
AB - This paper investigates one approach to the no-wait flow shop scheduling problem with the objective to improve the robustness of created schedules. One of the fundamental objectives is obtaining an optimal solution for this type of complex, large-sized problems in reasonable computational time. For this purpose was used a new hybrid multi-objective algorithm based on the features of a biological immune system (IS) and bacterial optimization (BO) to find Pareto optimal solutions. It is proposed the hybrid multi-objective immune algorithm (HMOIA II). Computational results suggest that proposed HMOIA II enables the obtainment of stable and robust schedules in case of the disturbance.
KW - Hybrid-Multi Objective Immune Algorithm (HMOIA II)
KW - Predictive and reactive scheduling
KW - Scheduling
UR - https://www.scopus.com/pages/publications/84992463502
U2 - 10.1007/978-3-319-47364-2_43
DO - 10.1007/978-3-319-47364-2_43
M3 - Conference contribution
AN - SCOPUS:84992463502
SN - 9783319473635
T3 - Advances in Intelligent Systems and Computing
SP - 445
EP - 453
BT - International Joint Conference, SOCO 2016-CISIS 2016-ICEUTE 2016, Proceedings
A2 - Lopez-Guede, Jose Manuel
A2 - Herrero, Alvaro
A2 - Quintian, Hector
A2 - Grana, Manuel
A2 - Etxaniz, Oier
A2 - Corchado, Emilio
PB - Springer Verlag
T2 - International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2016, International Conference on Computational Intelligence in Security for Information Systems, CISIS 2016 and International Conference on European Transnational Education, ICEUTE 2016
Y2 - 19 October 2016 through 21 October 2016
ER -