Harmony Search Algorithm: Proceedings of the 3rd International Conference on Harmony Search Algorithm (ICHSA 2017) (Advances in Intelligent Systems and Computing)
暫譯: 和諧搜尋演算法:第三屆國際和諧搜尋演算法會議論文集 (ICHSA 2017) (智能系統與計算進展)

Del Ser, J. (Ed)

  • 出版商: Springer
  • 出版日期: 2017-01-29
  • 售價: $6,150
  • 貴賓價: 9.5$5,843
  • 語言: 英文
  • 頁數: 380
  • 裝訂: Paperback
  • ISBN: 9811037272
  • ISBN-13: 9789811037276
  • 相關分類: Algorithms-data-structures
  • 海外代購書籍(需單獨結帳)

商品描述

This book presents state-of-the-art technical contributions based around one of the most successful evolutionary optimization algorithms published to date: Harmony Search. Contributions span from novel technical derivations of this algorithm to applications in the broad fields of civil engineering, energy, transportation & mobility and health, among many others and focus not only on its cross-domain applicability, but also on its core evolutionary operators, including elements inspired from other meta-heuristics.           

The global scientific community is witnessing an upsurge in groundbreaking, new advances in all areas of computational intelligence, with a particular flurry of research focusing on evolutionary computation and bio-inspired optimization. Observed processes in nature and sociology have provided the basis for innovative algorithmic developments aimed at leveraging the inherent capability to adapt characterized by various animals, including ants, fireflies, wolves and humans. However, it is the behavioral patterns observed in music composition that motivated the advent of the Harmony Search algorithm, a meta-heuristic optimization algorithm that over the last decade has been shown to dominate other solvers in a plethora of application scenarios.              

The book consists of a selection of the best contributions presented at ICHSA, a major biannual event where leading global experts on meta-heuristic optimization present their latest findings and discuss the past, present, and future of the exciting field of Harmony Search optimization. It provides a valuable reference resource for researchers working in the field of optimization meta-heuristics, and a solid technical base for frontline investigations around this algorithm.

 

商品描述(中文翻譯)

本書介紹了基於迄今為止發表的最成功的進化優化演算法之一:和諧搜尋(Harmony Search)的最先進技術貢獻。這些貢獻涵蓋了該演算法的新穎技術推導,並應用於土木工程、能源、交通與流動性以及健康等廣泛領域,重點不僅在於其跨領域的適用性,還包括其核心的進化運算子,這些運算子受到其他元啟發式演算法的啟發。

全球科學社群正在見證計算智能各領域的突破性新進展,特別是針對進化計算和生物啟發優化的研究熱潮。自然和社會學中觀察到的過程為創新的演算法開發提供了基礎,旨在利用各種動物(包括螞蟻、螢火蟲、狼和人類)所特有的適應能力。然而,音樂創作中觀察到的行為模式激發了和諧搜尋演算法的出現,這是一種元啟發式優化演算法,在過去十年中已被證明在眾多應用場景中優於其他解決方案。

本書由在 ICHSA(國際和諧搜尋會議)上展示的最佳貢獻選編而成,這是一個主要的雙年會議,全球領先的元啟發式優化專家在此展示他們的最新研究成果,並討論和諧搜尋優化這一令人興奮的領域的過去、現在和未來。它為從事優化元啟發式研究的研究人員提供了寶貴的參考資源,並為圍繞該演算法的前沿研究提供了堅實的技術基礎。