In this work, we introduce several Edge Coloring problems related to scheduling and we study their computational complexity. In particular, we prove that the Concurrent Open Shop Coloring is NP-hard. This problem can be summarized as a unitary-time Open Shop Problem with a hard time horizon constraint, in which the goal is to minimize the total processing time of the tasks. We prove that this problem is NP-hard by reducing it to a new variant of the edge coloring problem, named the Mono-Polychromatic Edge Coloring. We study the feasibility and hardness of this problem, both for the general case and when the underlying graph is bipartite. We show that the latter case is equivalent to the Vertex Coloring Problem.
On the Hardness of Edge Coloring Problems Associated with Scheduling / M. Barbato, D.D. Donne, E. Lancini (AIRO SPRINGER SERIES). - In: Beyond Frontiers of Operations Research: Emerging Technologies and Innovative Optimization Paradigms / [a cura di] M. Barbato, A. De Maio, G. Macrina, L. Peirano, M. Premoli. - [s.l] : Springer Nature, 2025. - ISBN 9783031858932. - pp. 15-24 (( 8. 7th AIROYoung Workshop (February 15-17, 2023, University of Milan, Italy) and 8th AIROYoung Workshop (February 14-16, 2024, University of Calabria, Italy) Milano 2024 [10.1007/978-3-031-85894-9_2].
On the Hardness of Edge Coloring Problems Associated with Scheduling
M. BarbatoPrimo
;
2025
Abstract
In this work, we introduce several Edge Coloring problems related to scheduling and we study their computational complexity. In particular, we prove that the Concurrent Open Shop Coloring is NP-hard. This problem can be summarized as a unitary-time Open Shop Problem with a hard time horizon constraint, in which the goal is to minimize the total processing time of the tasks. We prove that this problem is NP-hard by reducing it to a new variant of the edge coloring problem, named the Mono-Polychromatic Edge Coloring. We study the feasibility and hardness of this problem, both for the general case and when the underlying graph is bipartite. We show that the latter case is equivalent to the Vertex Coloring Problem.Pubblicazioni consigliate
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