Optimization in the real world : toward solving real-world optimization problems

著者

    • Fujisawa, Katsuki
    • Shinano, Yuji
    • Waki, Hayato

書誌事項

Optimization in the real world : toward solving real-world optimization problems

Katsuki Fujisawa, Yuji Shinano, Hayato Waki, editors

(Mathematics for industry / editor in chief, Masato Wakayama, v. 13)

Springer, c2016

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注記

Includes bibliographical references

内容説明・目次

内容説明

This book clearly shows the importance, usefulness, and powerfulness of current optimization technologies, in particular, mixed-integer programming and its remarkable applications. It is intended to be the definitive study of state-of-the-art optimization technologies for students, academic researchers, and non-professionals in industry. The chapters of this book are based on a collection of selected and extended papers from the "IMI Workshop on Optimization in the Real World" held in October 2014 in Japan.

目次

Advanced Computing and Optimization Infrastructure for Extremely Large- Scale Graphs on Post Peta-Scale Supercomputers.- ppOpen-HPC: Open Source Infrastructure for Development and Execution of Large-Scale Scientific Applications on Post-Peta-Scale Supercomputers with Automatic Tuning.- Mixed integer programming with the Gurobi optimizer.- The SCIP Optimization Suite - Concepts, Developments, and Applications.- Proximity-driven MIP heuristics, with an application to wind farm layout optimization.- Mathematical and organizational issues related to the scheduling of the Operating Theaters.- Recent Issues and Advances in Research on Supply Chain Network Design.- Mixed-Integer Linear Programming Approaches to Optimal Design and Operation of Distributed Energy Systems.

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