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Probabilistic Models and Optimization Algorithms for Large-scale Transportation Problems
Language: en
Pages: 186
Authors: Jing Lu (Ph.D.)
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Type: BOOK - Published: 2020 - Publisher:

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This thesis tackles two major challenges of urban transportation optimization problems: (i) high-dimensionality and (ii) uncertainty in both demand and supply.
Computationally Efficient Simulation-based Optimization Algorithms for Large-scale Urban Transportation Problems
Language: en
Pages: 151
Authors: Linsen Chong
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Type: BOOK - Published: 2017 - Publisher:

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In this thesis, we propose novel computationally efficient optimization algorithms that derive effective traffic management strategies to reduce congestion and
Robust and Online Large-Scale Optimization
Language: en
Pages: 439
Authors: Ravindra K. Ahuja
Categories: Computers
Type: BOOK - Published: 2009-10-26 - Publisher: Springer Science & Business Media

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Scheduled transportation networks give rise to very complex and large-scale networkoptimization problems requiring innovative solution techniques and ideas from
The Edge of Large-scale Optimization in Transportation and Machine Learning
Language: en
Pages: 284
Authors: Sébastien Martin (Ph. D.)
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Type: BOOK - Published: 2019 - Publisher:

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This thesis focuses on impactful applications of large-scale optimization in transportation and machine learning. Using both theory and computational experiment
Multi-objective Management in Freight Logistics
Language: en
Pages: 195
Authors: Massimiliano Caramia
Categories: Technology & Engineering
Type: BOOK - Published: 2008-08-29 - Publisher: Springer Science & Business Media

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Thecontentofthisbookismotivatedbytherecentchangesinglobalmarketsandthe availability of new transportation services. Indeed, the complexity of current supply cha