Search Results - "Adulyasak, Yossiri"
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1
Benders Decomposition for Production Routing Under Demand Uncertainty
Published in Operations research (01-07-2015)“…The production routing problem (PRP) is a generalization of the inventory routing problem and concerns the production and distribution of a single product from…”
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Models and Algorithms for Stochastic and Robust Vehicle Routing with Deadlines
Published in Transportation science (01-05-2016)“…We consider the vehicle routing problem with deadlines under travel time uncertainty in the contexts of stochastic and robust optimization. The problem is…”
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3
Dynamic Repositioning to Reduce Lost Demand in Bike Sharing Systems
Published in The Journal of artificial intelligence research (01-01-2017)“…Bike Sharing Systems (BSSs) are widely adopted in major cities of the world due to concerns associated with extensive private vehicle usage, namely, increased…”
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Robust facility location under demand uncertainty and facility disruptions
Published in Omega (Oxford) (01-09-2021)“…•Study a fixed-charge location problem with both provider-side and receiver-side uncertainties.•Apply a two-stage robust optimization framework for the…”
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Managing flexibility in stochastic multi-level lot sizing problem with service level constraints
Published in Omega (Oxford) (01-01-2024)“…We investigate the stochastic multi-level lot sizing problem with a service level and in a general setting in which it is possible to have independent demand…”
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The value of aggregate service levels in stochastic lot sizing problems
Published in Omega (Oxford) (01-07-2021)“…•Proposing the idea of an aggregate service level for the stochastic lot sizing problem.•Generalizing the existing formulations for different service levels…”
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Drone routing with energy function: Formulation and exact algorithm
Published in Transportation research. Part B: methodological (01-09-2020)“…•The first to formulate a multi-trip drone routing problem.•Logical cuts and subgradient cuts for nonlinear energy function.•2-index formulation and…”
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Robust drone selective routing in humanitarian transportation network assessment
Published in European journal of operational research (01-02-2023)“…•We proposed a robust team orienteering arc routing problem on a multigraph (RTOARPM) in disaster context.•There are multiple edges between two nodes in which…”
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Seaport adaptation and capacity investments under inter-port competition and climate-change uncertainty
Published in Transportation research. Part D, Transport and environment (01-05-2024)“…Climate-related disasters are causing increasing damage to seaports, necessitating investment in climate-change adaptation to enhance resilience. In addition,…”
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Humanitarian transportation network design via two-stage distributionally robust optimization
Published in Transportation research. Part B: methodological (01-10-2023)“…Natural disasters are highly unpredictable, with varying degrees of magnitude, and thus require a reliable and robust humanitarian relief network. Faced with…”
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Robust optimization for lot-sizing problems under yield uncertainty
Published in Computers & operations research (01-01-2023)“…Production yield can be highly volatile and uncertain, especially in industries where exogenous and environmental factors such as the climate or raw material…”
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The production routing problem: A review of formulations and solution algorithms
Published in Computers & operations research (01-03-2015)“…The production routing problem (PRP) combines the lot-sizing problem and the vehicle routing problem, two classical problems that have been extensively studied…”
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Material Requirements Planning Under Demand Uncertainty Using Stochastic Optimization
Published in Production and operations management (01-02-2021)“…Material Requirements Planning (MRP), a core component of enterprise resource planning (ERP) systems, is widely used by manufacturers to determine the…”
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Research manuscript: The Bullwhip Effect in rule-based supply chain planning systems–A case-based simulation at a hard goods retailer
Published in Omega (Oxford) (01-01-2021)“…•Retailer's central role in information sharing and Bullwhip Effect reduction.•Flowcasting helps reduce stockout and average inventory partially.•Upstream…”
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Optimization-Based Adaptive Large Neighborhood Search for the Production Routing Problem
Published in Transportation science (01-02-2014)“…Operational problems arising in the planning of integrated supply chains have been increasingly studied in the past decade. Among these, the production routing…”
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Adaptive robust optimization for lot-sizing under yield uncertainty
Published in European journal of operational research (01-03-2024)“…•We provide our contributions from a theoretical to an empirical perspective.•An optimal myopic adaptive robust policy is given for the inventory management…”
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Distributionally robust facility location with uncertain facility capacity and customer demand
Published in Omega (Oxford) (01-01-2024)“…This study explores a capacitated facility location problem where facility capacity and customer demand are subject to uncertainties simultaneously. This…”
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18
Scheduling multi-staged jobs on parallel identical machines and a central server with sequence-dependent setup times: An application to an automated kitchen
Published in Computers & operations research (01-12-2023)“…We address the problem of scheduling multi-staged jobs in a production environment with parallel identical machines and a central server with…”
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Identifying arbitrage opportunities in retail markets with artificial intelligence
Published in AI & society (01-10-2024)“…This study uses an artificial intelligence (AI) model to identify arbitrage opportunities in the retail marketplace. Specifically, we develop an AI model to…”
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Sampling Based Approaches for Minimizing Regret in Uncertain Markov Decision Processes (MDPs)
Published in The Journal of artificial intelligence research (01-01-2017)“…Markov Decision Processes (MDPs) are an effective model to represent decision processes in the presence of transitional uncertainty and reward tradeoffs…”
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