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AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

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Page 1: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of
Page 2: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

AN INTEGRATED OPTIMIZATION FRAMEWORK FOR

URBAN TRAFFIC MANAGEMENT

AND CITY LOGISTICSRodrigo Rezende Amaral

DEPARTMENT OF INDUSTRIAL SYSTEMS ENGINEERING AND PR ODUCT DESIGN

Page 3: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of
Page 4: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of
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Page 7: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

MOTIVATION

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Transportation Economics

Page 8: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

MOTIVATION

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Transportation Economics

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Page 11: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of
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Commuter

Page 13: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

Commuter

Logistic operator

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Companies do NOT aim to reduce costs, but to maximize profits .

Page 15: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

FRAMEWORK

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Page 16: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

FRAMEWORK

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FRAMEWORK

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FRAMEWORK

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FRAMEWORK

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EXPERIMENT

Driving directions

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EXPERIMENT

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EXPERIMENT

Minimizes “expected” distance between two points

Page 23: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

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EXPERIMENT

Minimizes “expected” distance between two points

Does it minimize “expected” route lengths?

Page 24: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

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EXPERIMENT

Minimizes “expected” distance between two points

Does it minimize “expected” route lengths?

Page 25: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

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EXPERIMENT

Minimizes “expected” distance between two points

Does it minimize “expected” route lengths?

•••

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EXPERIMENT

Driving directions

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EXPERIMENT

Driving directions

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EXPERIMENT

Driving directions

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EXPERIMENT

Driving directions

BETTER FOR LOGISTICS

BETTER FOR COMMUTERS

Page 30: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

CONCLUSIONS

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Page 31: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

CONCLUSIONS

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• Insights on the response of logistic operators

• Better estimation of the costs

• Forecast of the future traffic demand

• Design of alternative solutions: “how” and “how much”

Page 32: AN INTEGRATED OPTIMIZATION FRAMEWORK FOR · 2018-12-19 · an integrated optimization framework for urban traffic management and city logistics rodrigo rezende amaral department of

Rodrigo Rezende Amaral

DEPARTMENT OF INDUSTRIAL SYSTEMS ENGINEERING AND PRODUCT DESIGN

[email protected]

www.ugent.be

Ghent University

@ugent

Ghent University