Authors: Andrzej Adamski
Title: ROUTING PROBLEMS BASED ON HILS SYSTEM PLATFORM
Keywords: ILS systems, systems intelligence, vehicle routing problems, multi-criteria dispatching control, system-wide approach, HILS system platform, decomposition of the optimisation problems
Background: The logistic systems are very complex socio-technical systems. In this paper the proposal of application of the hierarchical multi-layers system platform HILS approach for the solution of the complex vehicle routing problems is presented. The interactive system functional structure was proposed which by intelligent dedicated inter-layers interactions enables the professional solutions of these practical problems. To illustrate these capabilities the complex example of the real-time VRP-SPD-TW routing problem was presented in which upper layers offers the context-related real-time updating network specifications that stimulates the adequate routing parameters and specifications updating for problem solution in optimization layer. At the bottom dispatching control layer the DISCON (Dispatching CONtrol) method from public transport was adopted to logistics applications in which the actual routing is treated as obligatory reference schedule to be stabilized. The intelligence aspects are related among others to HILS based decomposition, context-related trade-offs between routing modifications and corrective dispatching control capabilities e.g. priority or route guidance actions.
Methods: Decomposition of the vehicle routing problem for the HILS layers tasks creating the ILS system hierarchical structure. Dedicated solution method for the VRP-SPD-TW routing problem. The recognition of the control preferences structure by AHP-Entropy methods. DISCON and PIACON multi-criteria interacting control methods.
Results: Original formulation and solution of the vehicle routing problem by system-wide approach with essential practical advantages: consistency, lack of redundancy, essential reduction of dimension, dedicated formulation, multi-criteria approach, exploration of the integration and intelligence features supported by the intelligent PIACON-DISCON methods control activities
Conclusions: The presented proposal creates the professional approach to the solution of the crucial problems in logistics systems with the implementation of modern tools and enabling technologies.
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|MLA||Adamski, Andrzej. "Routing problems based on hils system platform." Logforum 11.1 (2015): 8. DOI: 10.17270/J.LOG.2015.1.8|
|APA||Andrzej Adamski (2015). Routing problems based on hils system platform. Logforum 11 (1), 8. DOI: 10.17270/J.LOG.2015.1.8|
|ISO 690||ADAMSKI, Andrzej. Routing problems based on hils system platform. Logforum, 2015, 11.1: 8. DOI: 10.17270/J.LOG.2015.1.8|