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Optimization in Large Scale Problems

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Cover of 'Optimization in Large Scale Problems'

Table of Contents

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    Book Overview
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    Chapter 1 Large Scale Optimization Is Needed for Industry 4.0 and Society 5.0
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    Chapter 2 Behavioral Risk Management of Large-Scale Projects
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    Chapter 3 Trusting Algorithms in Society 5.0
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    Chapter 4 Online Controlled Experiments at Large Scale in Society 5.0
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    Chapter 5 Applications of Queueing in Society 5.0
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    Chapter 6 Data Analytics Enabled Smart Manufacturing Business Model Transformation – A Product-Service Systems Perspective
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    Chapter 7 A Brief Overview of Interdiction and Robust Optimization
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    Chapter 8 Matrix-Analytic Methods – An Algorithmic Approach to Stochastic Modelling and Analysis
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    Chapter 9 The Next Generation of Optimization: A Unified Framework for Dynamic Resource Allocation Problems
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    Chapter 10 Optimal Planning of Electric Power Systems
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    Chapter 11 Ideal Flow Network in Society 5.0
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    Chapter 12 Modeling Challenges of Securing Gates for a Protected Area in Society 5.0
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    Chapter 13 Industrial Modeling and Programming Language (IMPL) for Off- and On-Line Optimization and Estimation Applications
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    Chapter 14 How Effectively Train Large-Scale Machine Learning Models?
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    Chapter 15 Naval Wholesale Inventory Optimization
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    Chapter 16 Smart Production by Integrating Product-Mix Planning and Revenue Management for Semiconductor Manufacturing
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    Chapter 17 A Nested Decomposition Approach for a Large Scale Set Covering Problem: A Model with a Variety of Applications in Industry 4.0
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    Chapter 18 Risk Based Optimization of Electronics Manufacturing Supply Chains
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    Chapter 19 The Effect of Customer Patience on Multiple-Location Inventory Systems
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    Chapter 20 Smart Health in Medical Image Analysis
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    Chapter 21 A Multi-layer Physic-based Model for Electric Vehicle Energy Demand Estimation in Interdependent Transportation Networks and Power Systems
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    Chapter 22 Influence Maximization in Social Networks
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    Chapter 23 Solving Large Scale Optimization Problems in the Transportation Industry and Beyond Through Column Generation
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    Chapter 24 Curb Space Management in Urban Mobility System
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    Chapter 25 L 1 Optimization for Sparse Structure Machine Learning Based Electricity Demand Prediction
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    Chapter 26 Value of Production Capacity Mobility
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    Chapter 27 Effective Covering of Supplied Nanostores in Emerging Cities
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Title
Optimization in Large Scale Problems
Published by
Springer International Publishing, December 2019
DOI 10.1007/978-3-030-28565-4
ISBNs
978-3-03-028564-7, 978-3-03-028565-4
Editors

Fathi, Mahdi, Khakifirooz, Marzieh, Pardalos, Panos M.

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