Multi-agent Optimization: Cetraro, Italy 2014 (Lecture Notes in Mathematics)
暫譯: 多代理優化:義大利切特拉羅 2014(數學講義筆記)

Angelia Nedić

  • 出版商: Springer
  • 出版日期: 2018-11-02
  • 售價: $2,990
  • 貴賓價: 9.5$2,841
  • 語言: 英文
  • 頁數: 320
  • 裝訂: Paperback
  • ISBN: 3319971417
  • ISBN-13: 9783319971414
  • 海外代購書籍(需單獨結帳)

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商品描述

This book contains three well-written research tutorials that inform the graduate reader about the forefront of current research in multi-agent optimization. These tutorials cover topics that have not yet found their way in standard books and offer the reader the unique opportunity to be guided by major researchers in the respective fields. Multi-agent optimization, lying at the intersection of classical optimization, game theory, and variational inequality theory, is at the forefront of modern optimization and has recently undergone a dramatic development. It seems timely to provide an overview that describes in detail ongoing research and important trends. This book concentrates on Distributed Optimization over Networks; Differential Variational Inequalities; and Advanced Decomposition Algorithms for Multi-agent Systems. This book will appeal to both mathematicians and mathematically oriented engineers and will be the source of inspiration for PhD students and researchers.

商品描述(中文翻譯)

本書包含三篇撰寫精良的研究教程,旨在向研究生讀者介紹多代理優化領域的前沿研究。這些教程涵蓋了尚未在標準書籍中出現的主題,並為讀者提供了由各自領域的主要研究者指導的獨特機會。多代理優化位於經典優化、博弈論和變分不等式理論的交叉點,是現代優化的前沿領域,最近經歷了劇烈的發展。提供一個詳細描述正在進行的研究和重要趨勢的概述似乎正當其時。本書專注於網絡上的分佈式優化;微分變分不等式;以及多代理系統的先進分解算法。本書將吸引數學家和數學導向的工程師,並將成為博士生和研究人員的靈感來源。