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3 Results Found

  • Article
  • Open Access
26 Citations
22,141 Views
20 Pages

15 April 2019

The Dynamic Vehicle Routing Problem (DVRP) is one of the most important problems in the area of enterprise logistics. DVRP problems involve these dynamics: the appearance of customers, travel times, service times, or vehicle availability. One of the...

(This article belongs to the Special Issue New Trends in Dynamics)
  • Article
  • Open Access
6 Citations
5,041 Views
25 Pages

17 October 2017

The aim of the paper is to present a heuristic method for decision-making regarding an NP-hard scheduling problem with limitations related to tasks and the resources dependent on the current state of the process. The presented approach is based on th...

(This article belongs to the Special Issue Modeling, Simulation, Operation and Control of Discrete Event Systems)
  • Article
  • Open Access
2 Citations
2,410 Views
16 Pages

Generalization of ALMM Based Learning Method for Planning and Scheduling

  • Zbigniew Gomolka,
  • Ewa Dudek-Dyduch and
  • Ewa Zeslawska

12 December 2022

This paper refers to a machine learning method for solving NP-hard discrete optimization problems, especially planning and scheduling. The method utilizes a special multistage decision process modeling paradigm referred to as the Algebraic Logical Me...