Online spatio|Temporal matching in stochastic and dynamic domains

Online spatio-temporal matching in stochastic and dynamic domains

In this paper, we present a multi-stage stochastic optimization formulation to consider potential future demand scenarios (obtained from past data).

Online Spatio-Temporal Matching in Stochastic and Dynamic Domains

Online Spatio-Temporal Matching in Stochastic and Dynamic Domains. Meghna Lowalekar, Pradeep Varakantham, Patrick Jaillet†. School of Information Systems ...

Online spatio-Temporal matching in stochastic and dynamic domains

Abstract. Spatio-temporal matching of services to customers online is a problem that arises on a large scale in many domains associated with shared ...

Online Spatio-Temporal Matching in Stochastic and Dynamic Domains

Online Spatio-Temporal Matching in Stochastic and Dynamic Domains ; Authors. Meghna Lowalekar. Singapore Management University. Pradeep ...

Online spatio-Temporal matching in stochastic and dynamic domains

Request PDF | Online spatio-Temporal matching in stochastic and dynamic domains | Online spatio-temporal matching of servers/services to customers is a ...

Online Stochastic Matching: Online Actions Based on Offline Statistics

... online. ... Online Spatio-Temporal Matching in Stochastic and Dynamic Domains. Article. Mar 2016. Meghna Lowalekar · Pradeep ...

Allocation Problems in Ride-sharing Platforms: Online Matching with ...

Online spatio-temporal matching in stochastic and dynamic domains. In AAAI ... Online stochastic matching: Online actions based on offline statistics.

Online Stochastic Matching: Online Actions Based on Offline Statistics

Online spatio-temporal matching in stochastic and dynamic domains. Artificial Intelligence, Vol. 261. Bipartite matching model with dynamic ...

Vol. 30 No. 1 (2016): Thirtieth AAAI Conference on Artificial ...

Online Spatio-Temporal Matching in Stochastic and Dynamic Domains. Meghna Lowalekar, Pradeep Varakantham, Patrick Jaillet. PDF · Scaling ...

Online Stochastic Matching - Indico - CNRS

Finally, we show that as soon as we extend the preference domain to include demand lexicographic as well as supply lexicographic preferences ( ...

Dynamic and Stochastic Shipment Matching Problem in Multimodal ...

... dynamic programming for dynamic vehicle routing with stochastic ... Online Spatio-Temporal Matching in Stochastic and Dynamic Domains.

Spatio-temporal Diffusion for Continuous Stochastic Video Prediction

... spatio-temporal domain. Specifically, we first decompose the video motion and content information, then take a neural stochastic differential equation to ...

Online Stochastic Matching: New Algorithms with Better Bounds

Online spatio-temporal matching in stochastic and dynamic domains. Artificial Intelligence, Vol. 261. Online Demand Fulfillment Under Limited ...

Multimodal Spatio-Temporal Prediction with Stochastic Adversarial Net

While, ST predictive learning for such applications is challenging due to the complex spatial dependencies and temporal dynamics. A ST prediction model must be ...

Online Planning in MDPs with Stochastic Durative Actions

... match cellar in which the ... or Dynamic Domains, 62. Fox, M.; and Long, D. 2003. PDDL2.1: An Extension to 810. PDDL for Expressing Temporal Planning Domains.

Multimodal Spatio-Temporal Prediction with Stochastic Adversarial ...

While, ST predictive learning for such applications is challenging due to the complex spatial dependencies and temporal dynamics. A ST ...

Learning the intrinsic dynamics of spatio-temporal processes ...

Mathematical models based on differential equations, such as Partial Differential Equations (PDEs) and Stochastic ... (online phase), as is ...

A Survey on Diffusion Models for Time Series and Spatio-Temporal ...

... stochastic differential equation for score matching to facilitate forecasting [71] . This structure finds parallels in the work of Biloš et ...

uctb/ST-Paper: Spatio-Temporal Prediction Paper List - GitHub

Spatio-Temporal Characterization of Stochastic Dynamic Transportation Networks. ... Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching.

A Spatiotemporal Stochastic Model for Tropical Precipitation and ...

Abstract A linear stochastic model is presented for the dynamics of water vapor and tropical convection. Despite its linear formulation, the model ...