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Mine Planning Under Uncertainty

Risk-based flood protection planning under climate change and modeling uncertainty: a pre-alpine case study

Risk-based flood protection planning under climate change and modeling uncertainty: a pre-alpine case study

... protection planning has a long history (Clark, 1980; James and Hall, 1986; Lund, 2002) and ap- proaches to account for uncertainty in the risk estimate have also been developed for some time (Kundzewicz et ...

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An Integrated Robust Optimization Model of Capacity Planning under Demand Uncertainty in Electronic Industry

An Integrated Robust Optimization Model of Capacity Planning under Demand Uncertainty in Electronic Industry

... Abstract-- This paper is based on a case study in one of multinational electrical and electronic companies located in Malaysia. The study was conducted to determine the numbers of automatic testing machines for capacity ...

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Principles and Concepts for Water Resources Planning under Climate Uncertainty

Principles and Concepts for Water Resources Planning under Climate Uncertainty

... Introducing climate change into the planning process involves a sequence of models and techniques that result in a cascade of uncertainties. The sequence begins with projections of regional atmospheric or surface ...

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Planning and optimising of petroleum industry supply chain and logistics under uncertainty

Planning and optimising of petroleum industry supply chain and logistics under uncertainty

... and planning of a part of petroleum supply chain and logistics under uncertainty, using various mathematical programming ...problems under uncertain product ...of uncertainty demand for ...

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Natural Language Generation as Planning Under Uncertainty for Spoken Dialogue Systems

Natural Language Generation as Planning Under Uncertainty for Spoken Dialogue Systems

... sequential planning problem, anal- ogously to current statistical approaches to Dia- logue Management (DM), ...action under uncertainty” (Paek and Horvitz, ...content planning and DM tasks are ...

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Real-Time Online Re-Planning for Grasping Under Clutter and Uncertainty

Real-Time Online Re-Planning for Grasping Under Clutter and Uncertainty

... artificial uncertainty is added. This is due to the inherent uncertainty in the real world ...even under no additional ...the planning environment in simulation and the real world especially ...

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A Single Machine Capacitated Production Planning Problem Under Uncertainty: A Grey Linear Programming Approach

A Single Machine Capacitated Production Planning Problem Under Uncertainty: A Grey Linear Programming Approach

... production planning is an important problem in most of manufacturing systems in ...production planning problem is considered and a linear programming formulation is ...allows uncertainty to be ...

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Location planning of urban distribution center under uncertainty: A case study of Yogyakarta Special Region Province, Indonesia

Location planning of urban distribution center under uncertainty: A case study of Yogyakarta Special Region Province, Indonesia

... Based on supply chain and logistics literatures published until 2015, the most frequent MCDM methods in the literatures are AHP (19.5%) and TOPSIS (12.4%) (Castro & Parreiras, 2018). Furthermore, combined/hybrid MCDM ...

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Scenario robustness methodology: An approach to flexible planning under uncertainty with an application to AIDS related resource allocation

Scenario robustness methodology: An approach to flexible planning under uncertainty with an application to AIDS related resource allocation

... for planning under ...relevant under conditions of uncertainty when a set of initial decisions is being considered by the ...strategic planning, as it incorporates elements of scenario ...

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Investment planning in electricity production under CO2 price uncertainty

Investment planning in electricity production under CO2 price uncertainty

... portfolio planning and the optimal allocation of positions in peak and off-peak forward contracts ...portfolios under demand uncertainty in order to lead to optimal expansion ...

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Robust Optimization for a Multi Product  Integrated Problem of Planning and  Scheduling under Products Uncertainty

Robust Optimization for a Multi Product Integrated Problem of Planning and Scheduling under Products Uncertainty

... [1]) under products prices ...in planning time ho- rizon, the planning section determines the amount of each product, each product distributed to each market, and the inventory level in each ...

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Factored Upper Bounds for Multiagent Planning Problems under Uncertainty with Non-Factored Value Functions

Factored Upper Bounds for Multiagent Planning Problems under Uncertainty with Non-Factored Value Functions

... Planning for multiagent systems (MASs) under uncertainty is an important open research problem in artificial intelligence. The decentralized partially observable Markov decision pro- cess (Dec-POMDP) ...

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A methodology for robust multi-train trajectory planning under dwell-time and control-point uncertainty

A methodology for robust multi-train trajectory planning under dwell-time and control-point uncertainty

... of uncertainty: the accuracy of the CPs ...of uncertainty a trade-off was observed between the robustness and the average cost function score at utilisation, which represents a combination of delay and ...

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Decreasing uncertainty in planning with state prediction

Decreasing uncertainty in planning with state prediction

... means planning with incomplete and uncertain ...environments planning has to be completed ...This uncertainty has severe consequences for plan- ning. The planning problem becomes more complex, ...

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Project costs planning in the conditions of uncertainty

  Project costs planning in the conditions of uncertainty

... project planning and ...The planning and control of such projects strongly depends on the experience and foresight of the project ...the uncertainty into the activities duration setting may be well ...

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Water Resource Planning Under Future Climate and Socioeconomic Uncertainty in the Cauvery River Basin in Karnataka, India

Water Resource Planning Under Future Climate and Socioeconomic Uncertainty in the Cauvery River Basin in Karnataka, India

... Decision-Making Under Uncertainty (DMUU) approaches have been less utilized in developing countries than developed countries for water resources ...reduced under almost all ...and uncertainty. ...

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Investment planning in electricity production under CO2 price uncertainty

Investment planning in electricity production under CO2 price uncertainty

... portfolio planning and the optimal allocation of positions in peak and off-peak forward contracts (Huisman et ...portfolios under demand uncertainty in order to lead to optimal expansion ...

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Bounded Approximations for Linear Multi-Objective Planning Under Uncertainty

Bounded Approximations for Linear Multi-Objective Planning Under Uncertainty

... Planning under uncertainty poses a complex problem in which multiple objectives often need to be balanced. When dealing with multiple objectives, it is often assumed that the relative importance of ...

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Analyzing the effect of ore grade uncertainty in open pit mine planning; A case study of Rezvan iron mine, Iran

Analyzing the effect of ore grade uncertainty in open pit mine planning; A case study of Rezvan iron mine, Iran

... of mine planning that defines the limits of the ore deposit up to which it is economically feasible to mine ...pit mine planning is determining the parts of a deposit to be mined ...

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Computational Complexity of Capacity Planning Problems under Uncertainty

Computational Complexity of Capacity Planning Problems under Uncertainty

... Capacity planning decisions involve decisions concerning the design and the configuration of this ...decisions under uncertainty. To deal with uncertainty, extensive research has been carried ...

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