Modelling and solving resource allocation problems via a dynamic programming approach

A Dynamic pricing demand response algorithm for smart grid: Reinforcement learning approach

(2018) Renzhi Lu et al.   APPLIED ENERGY

A combined resource allocation framework for PEVs charging stations, renewable energy resources and distributed energy storage systems

(2018) Sarah M. Kandil et al.   ENERGY

A Markov decision process model for equitable distribution of supplies under uncertainty

(2018) Sefakor Fianu et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Heuristics for the stochastic dynamic task-resource allocation problem with retry opportunities

(2018) Nalan Gülpınar et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A Linearly Relaxed Approximate Linear Program for Markov Decision Processes

(2018) Chandrashekar Lakshminarayanan et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

PV and Demand Models for a Markov Decision Process Formulation of the Home Energy Management Problem

(2018) Chanaka Keerthisinghe et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Inventory management of perishable items in long-term humanitarian operations using Markov Decision Processes

(2018) Guilherme O. Ferreira et al.   International Journal of Disaster Risk Reduction

Energy Management of Fuel Cell Hybrid Vehicle Based on Partially Observable Markov Decision Process

(2018) Di Shen et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

A comparison of Monte Carlo tree search and rolling horizon optimization for large-scale dynamic resource allocation problems

(2017) Dimitris Bertsimas et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Optimization of hospital ward resources with patient relocation using Markov chain modeling

(2017) Anders Reenberg Andersen et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Resource Management in Cloud Networking Using Economic Analysis and Pricing Models: A Survey

(2017) Nguyen Cong Luong et al.   IEEE Communications Surveys and Tutorials

Dynamic resource allocation for intermodal freight transportation with network effects: Approximations and algorithms

(2017) Hua Wang et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

Static and dynamic resource allocation models for single-leg transportation markets with service disruptions

(2017) Xinchang Wang   TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW

Delay-Optimal Dynamic Mode Selection and Resource Allocation in Device-to-Device Communications—Part I: Optimal Policy

(2016) Lei Lei et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

An approximate dynamic programming approach to resource management in multi-cloud scenarios

(2016) Antonio Pietrabissa et al.   INTERNATIONAL JOURNAL OF CONTROL

Optimal dynamic resource allocation to prevent defaults

(2016) U. Ayesta et al.   OPERATIONS RESEARCH LETTERS

Optimal allocation of limited and random network resources to discrete stochastic demands for standardized cargo transportation networks

(2016) Xinchang Wang   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

A simulation based approximate dynamic programming approach to multi-class, multi-resource surgical scheduling

(2015) Davood Astaraky et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Markov Decision Processes With Applications in Wireless Sensor Networks: A Survey

(2015) Mohammad Abu Alsheikh et al.   IEEE Communications Surveys and Tutorials

An SMDP-Based Resource Allocation in Vehicular Cloud Computing Systems

(2015) Kan Zheng et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

VDC-Analyst: Design and verification of virtual desktop cloud resource allocations

(2014) Prasad Calyam et al.   Computer Networks

Dynamic resource allocation: A flexible and tractable modeling framework

(2013) Dimitris Bertsimas et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Temporal Difference Methods for General Projected Equations

(2011) Dimitri P. Bertsekas   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Reinforcement learning based resource allocation in business process management

(2010) Zhengxing Huang et al.   DATA & KNOWLEDGE ENGINEERING

Markov Decision Processes: A Tool for Sequential Decision Making under Uncertainty

(2010) Oguzhan Alagoz et al.   MEDICAL DECISION MAKING

A Decision Policy for the Routing and Munitions Management of Multiformations of Unmanned Combat Vehicles in Adversarial Urban Environments

(2008) N. Lechevin et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

A tabu search and a genetic algorithm for solving a bicriteria general job shop scheduling problem

(2007) Geoffrey Vilcot et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH