학술논문

A Continuous-Time MILP Formulation for the Multi-Mode Resource-Constrained Project Scheduling Problem
Document Type
Conference
Source
2018 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Industrial Engineering and Engineering Management (IEEM), 2018 IEEE International Conference on. :452-456 Dec, 2018
Subject
Aerospace
Components, Circuits, Devices and Systems
Computing and Processing
Engineering Profession
General Topics for Engineers
Nuclear Engineering
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Task analysis
Sequential analysis
Silicon
Benchmark testing
Schedules
Mixed integer linear programming
Operations Research
Project Management
Multi-Mode Resource-Constrained Project Scheduling Problem
Mixed-Integer Linear Programming
Language
ISSN
2157-362X
Abstract
The well-known multi-mode resource-constrained project scheduling problem aims at selecting for each project task a start time and an execution mode to obtain a precedence- and resource-feasible schedule with minimal project duration. The available execution modes for the tasks differ in their durations and demands for some scarce resources. Numerous problem-specific solution methods and several mixed-integer linear programming (MILP) formulations have been described in the literature. We introduce a new continuous-time MILP formulation that employs continuous start-time variables and three types of binary variables: mode-selection, resource-assignment and sequencing variables. The results of our computational analysis indicate that the proposed formulation achieves superior performance than two formulations from the literature when the range of the tasks’ durations is relatively high.