DOAJ Open Access 2025

A New Theorem for Lower Bounds in NP-Hard Multi-Objective Scheduling Problems

Hassan A. Mahmood Ayad M. Ramadan

Abstrak

On a single machine, each of n jobs must be processed continuously. At time zero, every job is ready for processing. The tasks to process a sequence that minimizes the total sum of competition times plus the sum of tardiness . This bi-criteria problem is NP-hard because of the second one. We provide a theorem that demonstrates a relationship between the optimal solution, lower bounds, and the number of efficient solutions. The case is that the theorem works for NP-hard problems, whereas in previous works the focus was on P-hard problems. The theorem limits the lower bound's range, which is crucial for determining the best answer. Additionally, the theorem allows for discovering new lower bounds by opening algebraic procedures and concepts.

Penulis (2)

H

Hassan A. Mahmood

A

Ayad M. Ramadan

Format Sitasi

Mahmood, H.A., Ramadan, A.M. (2025). A New Theorem for Lower Bounds in NP-Hard Multi-Objective Scheduling Problems. https://doi.org/10.33899/iqjoss.v22i2.54081

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Informasi Jurnal
Tahun Terbit
2025
Sumber Database
DOAJ
DOI
10.33899/iqjoss.v22i2.54081
Akses
Open Access ✓