@misc{Rudek_Radosław_Metaheuristic_2010, author={Rudek, Radosław}, year={2010}, rights={Wszystkie prawa zastrzeżone (Copyright)}, publisher={Publishing House of Wrocław University of Economics}, description={Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu = Research Papers of Wrocław University of Economics; 2010; Nr 147, s. 232-243}, language={eng}, abstract={In this paper, we analyse a schedule management problem in production systems with varying efficiency caused by the learning effect. The measurable result of learning is that the time required to produce a single item decreases as more units are produced. First, we provide a short historical review on the discussed issue and present different approaches to model the learning effect in the scheduling context. Since the considered problem seems to be NP-hard, we design and implement fast heuristics and metaheuristic algorithms which are based on simulated annealing, tabu search and genetic algorithms. Numerical evaluation of their efficiency is provided.}, title={Metaheuristic Algorithms for Optimization of Varying Efficiency Production Systems}, type={artykuł}, keywords={scheduling, learning effect, heuristic}, }