Optimization via Relaxation and Decomposition: Applications to Large-Scale Engineering Problems

·
· International Series in Operations Research & Management Science 364권 · Springer Nature
eBook
262
페이지
검증되지 않은 평점과 리뷰입니다.  자세히 알아보기

eBook 정보

This book offers an up-to-date description of relaxation/approximation and decomposition techniques, demonstrating how their combined use efficiently solves large-scale optimization problems relevant to engineering, particularly in electrical, and industrial engineering, with a focus on energy. Specifically, it presents linear and nonlinear relaxations and approximations that are relevant to optimization problems, introduces complicating constraints and complicating variables decomposition techniques that can take advantage of relaxations and approximations, and examines their applications in the engineering field.

Written in an accessible engineering language and filled with numerous illustrative examples and end-of-chapter exercises for all chapters, this book is a valuable resource for advanced undergraduate and graduate students, researchers, and practitioners in power engineering and industrial engineering. Moreover, business students with a keen interest in decision-making problems will also benefit greatly from its practical insights.

저자 정보

Gonzalo E. Constante Flores is a Postdoctoral Scholar at Purdue University, USA. He received his M.S. and Ph.D. degrees from The Ohio State University, USA. His research interests include modeling, optimization, simulation, and the economics of power and energy systems, focusing on developing physics-based and data-driven tools for modern power systems. He has published 23 papers in Web of Science journals and was the recipient of a Fulbright Scholarship.

Antonio J. Conejo, a professor at The Ohio State University, Ohio, received his M.S. from MIT, and his Ph.D. from the Royal Institute of Technology, Sweden. He has published over 270 papers in Web of Science journals and is the author or coauthor of 14 books published by Springer, John Wiley, McGraw-Hill and CRC. He has been the principal investigator of many research projects financed by public agencies and the power industry and has supervised 27 PhD theses. He is a member of the National Academy of Engineering, an IEEE Fellow, an INFORMS Fellow, an AAAS Fellow, and a former Editor-in-Chief of the IEEE Transactions on Power Systems.

이 eBook 평가

의견을 알려주세요.

읽기 정보

스마트폰 및 태블릿
AndroidiPad/iPhoneGoogle Play 북 앱을 설치하세요. 계정과 자동으로 동기화되어 어디서나 온라인 또는 오프라인으로 책을 읽을 수 있습니다.
노트북 및 컴퓨터
컴퓨터의 웹브라우저를 사용하여 Google Play에서 구매한 오디오북을 들을 수 있습니다.
eReader 및 기타 기기
Kobo eReader 등의 eBook 리더기에서 읽으려면 파일을 다운로드하여 기기로 전송해야 합니다. 지원되는 eBook 리더기로 파일을 전송하려면 고객센터에서 자세한 안내를 따르세요.