Genetic programming has been a powerful technique for automated design of production scheduling heuristics. Many studies have shown that heuristics evolved by genetic …
Job shop scheduling (JSS) is a process of optimizing the use of limited resources to improve the production efficiency. JSS has a wide range of applications, such as order picking in the …
Nowadays cloud computing has become a popular platform for scientific applications. Cloud computing intends to share a large scale resources and equipments of computation …
H Fan, H Xiong, M Goh - Computers & Operations Research, 2021 - Elsevier
Extended technical precedence constraints (ETPC) in dynamic job shop scheduling problem (DJSP) are the precedence constraints existing between different jobs instead of the …
Y Mei, S Nguyen, B Xue… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Automated design of job shop scheduling rules using genetic programming as a hyper- heuristic is an emerging topic that has become more and more popular in recent years. For …
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 …
This paper investigates the use of genetic programming in automatized synthesis of heuristics for the parallel unrelated machines environment with arbitrary performance …
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 …
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 …