Recent Advances in Computational Optimization: Selected Papers from the Wco 2022 - Workshop on Computational Optimization

Fidanova, Stefka

  • 出版商: Springer
  • 出版日期: 2024-04-09
  • 售價: $6,940
  • 貴賓價: 9.5$6,593
  • 語言: 英文
  • 頁數: 315
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031573196
  • ISBN-13: 9783031573194
  • 海外代購書籍(需單獨結帳)

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商品描述

The book is a comprehensive collection of extended contributions from the Workshops on Computational Optimization 2022. Our everyday life is unthinkable without optimization. We try to minimize our effort and to maximize the achieved profit. Many real world and industrial problems arising in engineering, economics, medicine, and other domains can be formulated as optimization tasks. This book presents recent advances in computational optimization. The book includes important real problems like modeling of physical processes, parameter settings for controlling different processes, agricultural modeling transportation problems, energy management, machine scheduling, air pollution modeling, optimization of fast-food restaurant chain, and solving engineering and financial problems. It shows how to develop algorithms for them based on new intelligent methods like evolutionary computations, ant colony optimization, constrain programming Monte Carlo method, and others. This book demonstrates how some real-world problems arising in engineering, economics, and other domains can be formulated as optimization problems.

商品描述(中文翻譯)

這本書是《2022年計算優化研討會》的延伸貢獻的綜合收集。我們的日常生活離不開優化。我們試圖最小化我們的努力,最大化所獲得的利益。許多在工程、經濟、醫學和其他領域中出現的現實世界和工業問題可以被形式化為優化任務。本書介紹了計算優化的最新進展。本書包括重要的實際問題,如物理過程建模、控制不同過程的參數設定、農業建模運輸問題、能源管理、機器排程、空氣污染建模、快餐連鎖店的優化,以及解決工程和金融問題。它展示了如何基於新的智能方法(如演化計算、螞蟻群優化、約束編程蒙特卡羅方法等)為這些問題開發算法。本書演示了一些在工程、經濟和其他領域中出現的現實世界問題如何被形式化為優化問題。