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商品描述
This book gives a detailed information of various soft computing techniques across various fields for solving relevant, real-life problems. The authors, all female leaders in the field, show how soft computing uses approximate calculations to provide imprecise yet usable solutions to complex computational problems. This enables solutions for problems that may be either unsolvable or too time-consuming to solve with current hardware. The authors show how these techniques, when applied, have proven to be efficient and robust in many difficult situations. As an important part of the Women in Science and Engineering book series, the work highlights the contribution of women leaders in soft computing, inspiring women and men, girls and boys to enter and apply themselves to secure the future in the field.
商品描述(中文翻譯)
本書詳細介紹了各種軟計算技術在不同領域中解決相關現實問題的應用。所有作者均為該領域的女性領導者，她們展示了軟計算如何利用近似計算提供不精確但可用的解決方案，以應對複雜的計算問題。這使得解決那些可能無法解決或用當前硬體解決過於耗時的問題成為可能。作者們展示了這些技術在應用後，在許多困難情況下已被證明是高效且穩健的。作為《女性在科學與工程》書系的重要部分，本書突顯了女性領導者在軟計算領域的貢獻，激勵女性和男性、女孩和男孩進入並投入這一領域，以確保未來的發展。
作者簡介
Dr. Vanita Garg, received her PhD from the Indian Institute of Technology, Roorkee, studying Applied Mathematics. She teaches at Galgotia University, specializing in Nature Inspired Optimization Techniques. Her research areas include Operational Research, Unconstrained Optimization Problems, Constrained Optimization Problems, and Biogeography Based Optimization Algorithm.
Dr. Kusum Deep, is a full Professor, with the Department of Mathematics, Indian Institute of Technology Roorkee, India and Visiting Professor, Liverpool Hope University, UK and University of Technology Sydney, Australia. With B.Sc Hons & M.Sc Hons. School from Centre for Advanced Studies, Panjab University, Chandigarh, she is an M.Phil Gold Medalist. She earned her PhD from UOR (now IIT Roorkee) in 1988. She has been a national scholarship holder and a Post Doctoral from Loughborough University, UK assisted by International Bursary funded by Commission of European Communities, Brussels. She has won numerous awards like Khosla Research Award, UGC Career Award, Starred Performer of IITR Faculty, best paper awards by Railway Bulletin of Indian Railways, special facilitation in memory of late Prof. M. C. Puri, AIAP Excellence Award. She has authored two books, supervised 20 PhDs, and published 125 research papers. She is a Senior Member of ORSI, CSI, IMS and ISIM. She is the Executive Editor of International Journal of Swarm Intelligence, Inderscience. She is Associate Editor of Swarm and Evolutionary Algorithms, Elsevier and is on the editorial board of many journals. She is the Founder President of Soft Computing Research Society, India. She is the General Chair of series of International Conference on Soft Computing for Problems Solving (SocProS). Her research interests are Evolutionary Algorithms, Swarm Intelligence and nature inspired optimization techniques and their applications.
Valentina E. Balas is currently Full Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, "Aurel Vlaicu" University of Arad, Romania. She holds a Ph.D. Cum Laude, in Applied Electronics and Telecommunications from Polytechnic University of Timisoara. Dr. Balas is author of more than 400 research papers in refereed journals and International Conferences. Her research interests are in Intelligent Systems, Fuzzy Control, Soft Computing, Smart Sensors, Information Fusion, Modeling and Simulation. She is the Editor-in Chief to International Journal of Advanced Intelligence Paradigms (IJAIP) and to International Journal of Computational Systems Engineering (IJCSysE), member in Editorial Board member of several national and international journals and is evaluator expert for national, international projects and PhD Thesis. Dr. Balas is the Head of Intelligent Systems Research Centre in Aurel Vlaicu University of Arad and Head of the Department of International Relations in the same university. She served as General Chair of the International Workshop Soft Computing and Applications (SOFA) in ten editions organized in the interval 2005-2022 and held in Romania and Hungary. Dr. Balas participated in many international conferences as Organizer, Honorary Chair, Session Chair, member in Steering, Advisory or International Program Committees and Keynote Speaker. Recently she was working in a national project with EU funding support: BioCell-NanoART = Novel Bio-inspired Cellular Nano-Architectures - For Digital Integrated Circuits, 3M Euro from National Authority for Scientific Research and Innovation. She is a member of European Society for Fuzzy Logic and Technology (EUSFLAT), member of Society for Industrial and Applied Mathematics (SIAM) and a Senior Member IEEE, member in Technical Committee - Fuzzy Systems (IEEE Computational Intelligence Society), chair of the Task Force 14 in Technical Committee - Emergent Technologies (IEEE CIS), member in Technical Committee - Soft Computing (IEEE SMCS). She is member in the Committee of IEEE Romania Section as Volunteers Training Coordinator and vice chair of IEEE Computational Intelligence Society Chapter - CIS 11. During the interval 2021-2022 she was a member of IEEE European Public Policy Committee Working Group on ICT. From May 2023 Dr. Balas is associate member of Romanian Academy of Scientists. Dr. Balas was past Vice President (awards) of IFSA - International Fuzzy Systems Association Council (2013-2015), is a Joint Secretary of the Governing Council of Forum for Interdisciplinary Mathematics (FIM), - A Multidisciplinary Academic Body, India. She is the recipient of the "Tudor Tanasescu" Prize from the Romanian Academy for contributions in the field of soft computing methods (2019) and "Stefan Odobleja" Prize from Romanian Academy of Scientists (2023).
作者簡介(中文翻譯)
Dr. Vanita Garg 於印度理工學院魯爾基分校獲得應用數學博士學位。她目前在 Galgotia 大學任教，專注於自然啟發的優化技術。她的研究領域包括運籌學、無約束優化問題、有約束優化問題以及基於生物地理的優化算法。
Dr. Kusum Deep 是印度理工學院魯爾基分校數學系的全職教授，同時擔任英國利物浦霍普大學和澳大利亞悉尼科技大學的訪問教授。她在昌迪加爾的旁遮普大學高級研究中心獲得榮譽學士學位和榮譽碩士學位，並且是 M.Phil 金獎得主。她於1988年在 UOR（現為 IIT 魯爾基）獲得博士學位。她曾獲得國家獎學金，並在英國拉夫堡大學進行博士後研究，該研究由歐洲共同體委員會布魯塞爾的國際獎學金資助。她獲得了多項獎項，如 Khosla 研究獎、UGC 職業獎、IITR 教職員星級表現獎、印度鐵路鐵路公報最佳論文獎、紀念已故 M. C. Puri 教授的特別表彰以及 AIAP 卓越獎。她著有兩本書，指導了20位博士生，並發表了125篇研究論文。她是 ORSI、CSI、IMS 和 ISIM 的資深會員。她是《國際群體智慧期刊》（International Journal of Swarm Intelligence）的執行編輯，並擔任《群體與進化算法》（Swarm and Evolutionary Algorithms）的副編輯，還是多本期刊的編輯委員會成員。她是印度軟計算研究學會的創始會長，也是系列國際會議「解決問題的軟計算」（SocProS）的總主席。她的研究興趣包括進化算法、群體智慧和自然啟發的優化技術及其應用。
Valentina E. Balas 目前是羅馬尼亞阿拉德「奧雷爾·弗拉伊庫」大學工程學院自動化與應用軟體系的全職教授。她在提米什瓦拉理工大學獲得應用電子學和電信的優等博士學位。Dr. Balas 在同行評審的期刊和國際會議上發表了超過400篇研究論文。她的研究興趣包括智能系統、模糊控制、軟計算、智能傳感器、信息融合、建模和模擬。她是《國際先進智能範式期刊》（International Journal of Advanced Intelligence Paradigms）和《國際計算系統工程期刊》（International Journal of Computational Systems Engineering）的主編，並且是多本國內外期刊的編輯委員會成員，還擔任國家和國際項目及博士論文的評估專家。Dr. Balas 是阿拉德奧雷爾·弗拉伊庫大學智能系統研究中心的負責人，也是該大學國際關係系的負責人。她曾擔任國際研討會「軟計算與應用」（SOFA）的總主席，該會議在2005年至2022年間舉辦了十屆，地點在羅馬尼亞和匈牙利。Dr. Balas 參加了許多國際會議，擔任組織者、榮譽主席、會議主席，並在指導、顧問或國際程序委員會中擔任成員，還擔任主題演講者。最近，她參與了一個由歐盟資助的國家項目：BioCell-NanoART = 新型生物啟發的細胞納米架構 - 用於數位集成電路，該項目獲得了來自國家科學研究與創新機構的300萬歐元資助。她是歐洲模糊邏輯與技術學會（EUSFLAT）的成員，工業與應用數學學會（SIAM）的成員，並且是 IEEE 的資深會員，擔任 IEEE 計算智能學會的模糊系統技術委員會成員，並在新興技術技術委員會中擔任 Task Force 14 的主席。她是 IEEE 羅馬尼亞分會志願者培訓協調員及 IEEE 計算智能學會第11章的副主席。在2021年至2022年間，她是 IEEE 歐洲公共政策委員會 ICT 工作組的成員。自2023年5月起，Dr. Balas 成為羅馬尼亞科學院的副會員。Dr. Balas 曾擔任 IFSA - 國際模糊系統協會理事會的副會長（獎項）（2013-2015），並是印度跨學科數學論壇（FIM）的管理委員會聯合秘書。她獲得了羅馬尼亞科學院頒發的「圖多爾·塔納斯庫獎」（2019年），以表彰她在軟計算方法領域的貢獻，以及羅馬尼亞科學院頒發的「斯特凡·奧多布列亞獎」（2023年）。
