In this paper a system for dealing with short-term scheduling problems in manufacturing is presented. The system has a hybrid architecture since it integrates a module based on a numerical scheduling algorithm with a knowledge-based module. The purpose of such a system is that of facing scheduling problems which, due to the complexity of the operational conditions involved, cannot be solved in an acceptable way by a reliable numerical algorithm. The approach proposed is that of generating a starting solution to a simplified version of the real problem by means of a numerical algorithm, and then modifying such a solution by the knowledge-based module in order to satisfy the real conditions. A case study which illustrates such an approach is produced.
A HYBRID SYSTEM FOR SHORT-TERM SCHEDULING IN MANUFACTURING - A CASE STUDY
PESENTI, Raffaele;
1994-01-01
Abstract
In this paper a system for dealing with short-term scheduling problems in manufacturing is presented. The system has a hybrid architecture since it integrates a module based on a numerical scheduling algorithm with a knowledge-based module. The purpose of such a system is that of facing scheduling problems which, due to the complexity of the operational conditions involved, cannot be solved in an acceptable way by a reliable numerical algorithm. The approach proposed is that of generating a starting solution to a simplified version of the real problem by means of a numerical algorithm, and then modifying such a solution by the knowledge-based module in order to satisfy the real conditions. A case study which illustrates such an approach is produced.
I documenti in ARCA sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
