Extensions of the resource-constrained project scheduling problem

H Ding, C Zhuang, J Liu - Automation in Construction, 2023 - Elsevier
The resource-constrained project scheduling problem (RCPSP) aims to schedule a set of
activities subject to resource and precedence constraints to minimize the project makespan …

A genetic programming hyper-heuristic approach for the multi-skill resource constrained project scheduling problem

J Lin, L Zhu, K Gao - Expert Systems with Applications, 2020 - Elsevier
Multi-skill resource-constrained project scheduling problem (MS-RCPSP) is one of the most
investigated problems in operations research and management science. In this paper, a …

A decomposition-based multi-objective genetic programming hyper-heuristic approach for the multi-skill resource constrained project scheduling problem

L Zhu, J Lin, YY Li, ZJ Wang - Knowledge-based systems, 2021 - Elsevier
In this paper, an efficient decomposition-based multi-objective genetic programming hyper-
heuristic (MOGP-HH/D) approach is proposed for the multi-skill resource constrained project …

An efficient genetic programming approach to design priority rules for resource-constrained project scheduling problem

J Luo, M Vanhoucke, J Coelho, W Guo - Expert Systems with Applications, 2022 - Elsevier
In recent years, machine learning techniques, especially genetic programming (GP), have
been a powerful approach for automated design of the priority rule-heuristics for the …

Genetic programming with local search to evolve priority rules for scheduling jobs on a machine with time-varying capacity

FJ Gil-Gala, MR Sierra, C Mencía, R Varela - Swarm and Evolutionary …, 2021 - Elsevier
Priority rules combined with schedule generation schemes are a usual approach to online
scheduling. These rules are commonly designed by experts on the problem domain …

[HTML][HTML] Ensembles of priority rules to solve one machine scheduling problem in real-time

FJ Gil-Gala, M Đurasević, R Varela, D Jakobović - Information sciences, 2023 - Elsevier
Priority rules are one of the most common and popular approaches to real-time scheduling.
Over the last decades, several methods have been developed to generate rules …

Ensembles of priority rules for resource constrained project scheduling problem

M Đumić, D Jakobović - Applied Soft Computing, 2021 - Elsevier
Resource constrained project scheduling problem is an NP-hard problem that attracts many
researchers because of its complexity and daily use. In literature there are a lot of various …

A two-stage multi-operator differential evolution algorithm for solving resource constrained project scheduling problems

KM Sallam, RK Chakrabortty, MJ Ryan - Future Generation Computer …, 2020 - Elsevier
Abstract The Resource Constrained Project Scheduling problem (RCPSP) is a complex and
combinatorial optimization problem mostly relates with project management, construction …

A priority rule for scheduling shared due dates in the resource-constrained project scheduling problem

WR Strahl, CE Gounaris - Computers & Industrial Engineering, 2023 - Elsevier
In resource-constrained project scheduling, project milestones, rental equipment, contracted
labor, and product development checkpoints all conceptually impose shared due dates …

[HTML][HTML] Surrogate model for memetic genetic programming with application to the one machine scheduling problem with time-varying capacity

FJ Gil-Gala, MR Sierra, C Mencía, R Varela - Expert Systems with …, 2023 - Elsevier
Surrogate evaluation is a useful, if not the unique, technique in population-based
evolutionary algorithms where exact fitness calculation is too expensive. This situation …