Open Problems in Optimization and Data Analysis

Computational and theoretical open problems in optimization, computational geometry, data science, logistics, statistics, supply chain modeling, and data analysis are examined in this book. Each contribution provides the fundamentals needed to fully comprehend the impact of individual problems. Curr...

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Bibliographic Details
Other Authors: Pardalos, Panos M. (Editor), Migdalas, Athanasios (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2018, 2018
Edition:1st ed. 2018
Series:Springer Optimization and Its Applications
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Chapter 1- Social Influence-based Optimization Problems
  • Chapter 2- New Statistical Robust Estimators, Open Problems
  • Chapter 3- Optimal Location Problems for Electric Vehicles Charging Stations: Models and Challenges
  • Chapter 4- Supply and Demand Selection Problems in Supply Chain Planning
  • Chapter 5- Open problems in green supply chain modelingband optimization with carbon emission targets
  • Chapter 6- Variants and Formulations of the Vehicle Routing Problem
  • Chapter 7- New MIP model for Multiprocessor Scheduling Problem with Communication Delays
  • Chapter 8- On Optimization Problems in Urban Transport
  • Chapter 9- Some aspects of the Stackelberg Leader/Follower Model
  • Chapter 10- Open research areas in distance geometry
  • Chapter 11- A Circle Packing Problem and its Connection to Malfatti’s Problem
  • Chapter 12- Review of basic local searches for solving the Minimum sum-of-squares clustering problem
  • Chapter 13- On the Design of Metaheuristics-based Algorithm Portfolios
  • Chapter 14- Integral Simplex Methods for the Set Partitioning Problem: Globalization and Anti-Cycling
  • Chapter 15- Open problems on Benders Decomposition Algorithm
  • Chapter 16- An Example of Nondecomposition in Data Fitting by Piecewise Monotonic Divided Differences of Order Higher than Two