Applications of Firefly Algorithm and Its Variants: Case Studies and New Developments
暫譯: 螢火蟲演算法及其變體的應用：案例研究與新發展
Dey, Nilanjan
- 出版商: Springer
- 出版日期: 2019-11-20
- 售價: $6,150
- 貴賓價: 9.5 折 $5,843
- 語言: 英文
- 頁數: 266
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9811503052
- ISBN-13: 9789811503054
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相關分類:
Algorithms-data-structures
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相關主題
商品描述
The book discusses advantages of the firefly algorithm over other well-known metaheuristic algorithms in various engineering studies. The book provides a brief outline of various application-oriented problem solving methods, like economic emission load dispatch problem, designing a fully digital controlled reconfigurable switched beam nonconcentric ring array antenna, image segmentation, span minimization in permutation flow shop scheduling, multi-objective load dispatch problems, image compression, etc., using FA and its variants. It also covers the use of the firefly algorithm to select features, as research has shown that the firefly algorithm generates precise and optimal results in terms of time and optimality. In addition, the book also explores the potential of the firefly algorithm to provide a solution to traveling salesman problem, graph coloring problem, etc
商品描述(中文翻譯)
本書討論了螢火蟲演算法在各種工程研究中相較於其他知名的元啟發式演算法的優勢。書中簡要概述了各種以應用為導向的問題解決方法，例如經濟排放負載調度問題、設計完全數位控制的可重構切換波束非同心環陣列天線、影像分割、排列流車間排程中的跨度最小化、多目標負載調度問題、影像壓縮等，這些方法均使用螢火蟲演算法及其變體。此外，本書還涵蓋了使用螢火蟲演算法進行特徵選擇的應用，因為研究顯示螢火蟲演算法在時間和最優性方面能產生精確且最佳的結果。此外，本書還探討了螢火蟲演算法在解決旅行推銷員問題、圖著色問題等方面的潛力。
作者簡介
Dr. Nilanjan Dey is an Assistant Professor in Department of Information Technology at Techno India College of Technology, Kolkata, India. He is a visiting fellow of the University of Reading, UK. He is a Visiting Professor at Wenzhou Medical University, China and Duy Tan University, Vietnam. He was an honorary Visiting Scientist at Global Biomedical Technologies Inc., CA, USA (2012-2015). He was awarded his PhD from Jadavpur University in 2015.
He has authored/edited more than 45 books with Elsevier, Wiley, CRC Press and Springer, and published more than 300 papers. He is the Editor-in-Chief of International Journal of Ambient Computing and Intelligence, IGI Global, Associated Editor of IEEE Access and International Journal of Information Technology, Springer. He is the Series Co-Editor of Springer Tracts in Nature-Inspired Computing, Springer, Series Co-Editor of Advances in Ubiquitous Sensing Applications for Healthcare, Elsevier, Series Editor of Computational Intelligence in Engineering Problem Solving and Intelligent Signal processing and data analysis, CRC. His main research interests include Medical Imaging, Machine learning, Computer Aided Diagnosis, Data Mining etc. He is the Indian Ambassador of International Federation for Information Processing - Young ICT Group. Recently, he has been awarded as one among the top 10 most published academics in the field of Computer Science in India (2015-17).
作者簡介(中文翻譯)
尼蘭詹·德伊博士是印度加爾各答科技印度技術學院資訊技術系的助理教授。他是英國雷丁大學的訪問研究員，並且是中國溫州醫科大學和越南杜伊坦大學的訪問教授。他曾於2012年至2015年間擔任美國加州全球生物醫學技術公司的榮譽訪問科學家。他於2015年獲得加達浦爾大學的博士學位。
他與Elsevier、Wiley、CRC Press和Springer等出版社共同撰寫或編輯了超過45本書籍，並發表了超過300篇論文。他是《國際環境計算與智能期刊》（International Journal of Ambient Computing and Intelligence）的主編，IEEE Access和《國際資訊技術期刊》（International Journal of Information Technology）的副編輯。他是Springer的《自然啟發計算系列》（Springer Tracts in Nature-Inspired Computing）的系列共同編輯，Elsevier的《健康照護的普遍感測應用進展》（Advances in Ubiquitous Sensing Applications for Healthcare）的系列共同編輯，以及CRC的《工程問題解決中的計算智能與智能信號處理及數據分析》（Computational Intelligence in Engineering Problem Solving and Intelligent Signal processing and data analysis）的系列編輯。他的主要研究興趣包括醫學影像、機器學習、電腦輔助診斷、數據挖掘等。他是國際資訊處理聯合會（International Federation for Information Processing）青年ICT小組的印度大使。最近，他被評選為2015年至2017年印度計算機科學領域發表論文最多的前10位學者之一。
