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Dynamic scheduling of decentralized high-end equipment R&D projects via deep reinforcement learning
Distributed research and development (R&D) plays a pivotal role in high-end equipment
manufacturing enterprises, significantly impacting interdisciplinary innovation and …
manufacturing enterprises, significantly impacting interdisciplinary innovation and …
Exact algorithms based on a constrained shortest path model for robust serial-batch and parallel-batch scheduling problems
W Wu, T Hayashi, K Haruyasu, L Tang - European Journal of Operational …, 2023 - Elsevier
We study robust single-machine batch scheduling problems under uncertain processing
times to minimize total flow time. Two types of batches are considered: serial batch (s-batch) …
times to minimize total flow time. Two types of batches are considered: serial batch (s-batch) …
An adversarial model for scheduling with testing
We introduce a novel adversarial model for scheduling with explorable uncertainty. In this
model, the processing time of a job can potentially be reduced (by an a priori unknown …
model, the processing time of a job can potentially be reduced (by an a priori unknown …
On preemption and learning in stochastic scheduling
We study single-machine scheduling of jobs, each belonging to a job type that determines
its duration distribution. We start by analyzing the scenario where the type characteristics are …
its duration distribution. We start by analyzing the scenario where the type characteristics are …
Effects of imperfect IoT-enabled diagnostics on maintenance services: A system design perspective
Although many firms have deployed Internet of Things (IoT)-based diagnostics to predict
equipment failures and maintenance requirements, they receive imperfect demand signals …
equipment failures and maintenance requirements, they receive imperfect demand signals …
Robust combination testing: methods and application to COVID-19 detection
Simple and affordable testing tools are often not accurate enough to be operationally
relevant. For coronavirus disease 2019 (COVID-19) detection, rapid point-of-care tests are …
relevant. For coronavirus disease 2019 (COVID-19) detection, rapid point-of-care tests are …
When to triage in service systems with hidden customer class identities?
In service systems with heterogeneous customers, prioritization with respect to the relative
importance of customers is known to improve certain performance measures. However, in …
importance of customers is known to improve certain performance measures. However, in …
Learning and hierarchies in service systems
Motivated by diverse application areas such as healthcare, call centers, and crowdsourcing,
we consider the design and operation of service systems that process tasks with types that …
we consider the design and operation of service systems that process tasks with types that …
A dual-index rule for managing temporary congestion
Y Shaposhnik - European Journal of Operational Research, 2024 - Elsevier
Recent work in healthcare operations provide empirical evidence for the deterioration of
service quality due to congestion. Motivated by these findings, we formulate a novel …
service quality due to congestion. Motivated by these findings, we formulate a novel …
Scheduling with testing of heterogeneous jobs
This paper studies a canonical general scheduling model that captures the fundamental
trade-off between processing jobs and performing diagnostics (testing). In particular, testing …
trade-off between processing jobs and performing diagnostics (testing). In particular, testing …