Recent Trends in Swarm Intelligence Enabled Research for Engineering Applications
Bhattacharyya, Siddhartha, Köppen, Mario, de, Debashis
- 出版商: Academic Press
- 出版日期: 2024-07-15
- 售價: $6,030
- 貴賓價: 9.5 折 $5,729
- 語言: 英文
- 頁數: 380
- 裝訂: Quality Paper - also called trade paper
- ISBN: 044315533X
- ISBN-13: 9780443155338
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相關分類:
ARM
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相關主題
商品描述
Recent Trends in Swarm Intelligence Enabled Research for Engineering Applications focuses on recent, up-to-date technologies, combining other intelligent tools with swarm intelligence techniques to yield robust and failsafe solutions to real world problems. This book aims to provide audiences with a platform to learn and gain insights into the latest developments in hybrid swarm intelligence. It will be useful to researchers, engineers, developers, practitioners, and graduate students working in the major and interdisciplinary areas of computational intelligence, communication systems, computer networks, and soft computing. With the advent of data-intensive applications, the elimination of redundancy in disseminated information has become a serious challenge for researchers who are on the lookout for evolving metaheuristic algorithms which can explore and exploit the information feature space to derive the optimal settings for specific applications. Swarm intelligence algorithms have developed as one of the most widely used metaheuristic techniques for addressing this challenge in an effective way. Inspired by the behavior of a swarm of bees, these swarm intelligence techniques emulate the corresponding natural instincts to derive optimal solutions for data-intensive applications.
商品描述(中文翻譯)
《群體智慧驅動的工程應用研究新趨勢》專注於最新的技術,結合其他智能工具與群體智慧技術,以提供穩健且可靠的解決方案來應對現實世界的問題。本書旨在為讀者提供一個學習平台,深入了解混合群體智慧的最新發展。對於從事計算智能、通信系統、計算機網絡和軟計算等主要及跨學科領域的研究人員、工程師、開發者、實務工作者和研究生而言,這本書將非常有用。隨著數據密集型應用的興起,消除傳播信息中的冗餘已成為研究人員面臨的一大挑戰,他們正在尋找能夠探索和利用信息特徵空間的進化元啟發算法,以獲得特定應用的最佳設置。群體智慧算法已發展成為應對這一挑戰的最廣泛使用的元啟發技術之一。這些群體智慧技術受到蜜蜂群體行為的啟發,模擬相應的自然本能,以為數據密集型應用提供最佳解決方案。