OPIS: an opportunistic factory scheduling system
IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 1
Matchup scheduling with multiple resources, release dates and disruptions
Operations Research
Minimizing conflicts: a heuristic repair method for constraint satisfaction and scheduling problems
Artificial Intelligence - Special volume on constraint-based reasoning
Constraint-directed techniques for scheduling alternative activities
Artificial Intelligence
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Disruption Management for an Airline - Rescheduling of Aircraft
Proceedings of the Applications of Evolutionary Computing on EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM/EvoPLAN
Rescheduling Manufacturing Systems: A Framework of Strategies, Policies, and Methods
Journal of Scheduling
Robust decision-support tools for airport surface traffic
Robust decision-support tools for airport surface traffic
Methods for Operations Planning in Airport Decision Support Systems
Applied Intelligence
A classification of predictive-reactive project scheduling procedures
Journal of Scheduling
Handling alternative activities in resource-constrained project scheduling problems
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Complete MCS-based search: application to resource constrained project scheduling
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Handling airport ground processes based on resource-constrained project scheduling
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
The trade off between diversity and quality for multi-objective workforce scheduling
EvoCOP'06 Proceedings of the 6th European conference on Evolutionary Computation in Combinatorial Optimization
An evolutionary algorithm for resource-constrained projectscheduling
IEEE Transactions on Evolutionary Computation
Solving system-level synthesis problem by a multi-objective estimation of distribution algorithm
Expert Systems with Applications: An International Journal
Product and Production Process Modeling and Configuration
Fundamenta Informaticae - Special Issue on the Italian Conference on Computational Logic: CILC 2011
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This paper introduces an extension to the well-established Resource-Constrained Project Scheduling Problem for the comprehensive description of disruption management problems. This conceptual framework employs the concept of alternative activities to consider both the temporal shift of activities or the reallocation of resources and switches from one valid process variant to another one. Activities can be serialized or parallelized, process steps can be inserted or removed and durations as well as resource requirements can be modified dynamically during optimization. Focusing on the domain of the aircraft turnaround as the most important airport ground process, we illustrate how the Extended RCPSP (x-RCPSP) can be applied for decision support. A specific evolutionary algorithm is presented that identifies good-quality solutions to relatively large disruption management problems within only a few seconds. The results of the evaluation illustrate fast convergence on good or optimal schedules and serve as a basis for the development of future problem solving algorithms.