Special issue implementing multiobjective optimization methods
Author:
Publisher:
Published: 1992
Total Pages: 167
ISBN-13:
DOWNLOAD EBOOKRead and Download eBook Full
Author:
Publisher:
Published: 1992
Total Pages: 167
ISBN-13:
DOWNLOAD EBOOKAuthor: Jeffrey L. Ringuest
Publisher:
Published: 1992
Total Pages: 167
ISBN-13:
DOWNLOAD EBOOKAuthor: Kalyanmoy Deb
Publisher: John Wiley & Sons
Published: 2001-07-05
Total Pages: 540
ISBN-13: 9780471873396
DOWNLOAD EBOOKOptimierung mit mehreren Zielen, evolutionäre Algorithmen: Dieses Buch wendet sich vorrangig an Einsteiger, denn es werden kaum Vorkenntnisse vorausgesetzt. Geboten werden alle notwendigen Grundlagen, um die Theorie auf Probleme der Ingenieurtechnik, der Vorhersage und der Planung anzuwenden. Der Autor gibt auch einen Ausblick auf Forschungsaufgaben der Zukunft.
Author: Jürgen Branke
Publisher: Springer
Published: 2008-10-18
Total Pages: 481
ISBN-13: 3540889086
DOWNLOAD EBOOKMultiobjective optimization deals with solving problems having not only one, but multiple, often conflicting, criteria. Such problems can arise in practically every field of science, engineering and business, and the need for efficient and reliable solution methods is increasing. The task is challenging due to the fact that, instead of a single optimal solution, multiobjective optimization results in a number of solutions with different trade-offs among criteria, also known as Pareto optimal or efficient solutions. Hence, a decision maker is needed to provide additional preference information and to identify the most satisfactory solution. Depending on the paradigm used, such information may be introduced before, during, or after the optimization process. Clearly, research and application in multiobjective optimization involve expertise in optimization as well as in decision support. This state-of-the-art survey originates from the International Seminar on Practical Approaches to Multiobjective Optimization, held in Dagstuhl Castle, Germany, in December 2006, which brought together leading experts from various contemporary multiobjective optimization fields, including evolutionary multiobjective optimization (EMO), multiple criteria decision making (MCDM) and multiple criteria decision aiding (MCDA). This book gives a unique and detailed account of the current status of research and applications in the field of multiobjective optimization. It contains 16 chapters grouped in the following 5 thematic sections: Basics on Multiobjective Optimization; Recent Interactive and Preference-Based Approaches; Visualization of Solutions; Modelling, Implementation and Applications; and Quality Assessment, Learning, and Future Challenges.
Author:
Publisher:
Published: 2013
Total Pages: 140
ISBN-13:
DOWNLOAD EBOOKAuthor: Bernabé Dorronsoro
Publisher: Springer Nature
Published: 2021-08-16
Total Pages: 377
ISBN-13: 3030856720
DOWNLOAD EBOOKThis volume constitutes the refereed proceedings of the 4th International Conference on Optimization and Learning, OLA 2021, held in Catania, Italy, in June 2021. Due to the COVID-19 pandemic the conference was held online. The 27 full papers were carefully reviewed and selected from 62 submissions. The papers presented in the volume are organized in topical sections on synergies between optimization and learning; learning for optimization; machine learning and deep learning; transportation and logistics; optimization; applications of learning and optimization methods.
Author: Sio-iong Ao
Publisher: World Scientific
Published: 2012-11-19
Total Pages: 325
ISBN-13: 9814439096
DOWNLOAD EBOOKThis volume contains revised and extended research articles written by prominent researchers. Topics covered include electrical engineering, circuits, artificial intelligence, data mining, imaging engineering, bioinformatics, internet computing, software engineering, and industrial applications. The book offers tremendous state-of-the-art advances in electrical engineering and also serves as an excellent reference work for researchers and graduate students working with/on electrical engineering.
Author: Carlos A. Coello Coello
Publisher:
Published: 2003
Total Pages: 128
ISBN-13:
DOWNLOAD EBOOKAuthor: Yann Collette
Publisher: Springer Science & Business Media
Published: 2013-06-29
Total Pages: 290
ISBN-13: 3662088835
DOWNLOAD EBOOKThis text offers many multiobjective optimization methods accompanied by analytical examples, and it treats problems not only in engineering but also operations research and management. It explains how to choose the best method to solve a problem and uses three primary application examples: optimization of the numerical simulation of an industrial process; sizing of a telecommunication network; and decision-aid tools for the sorting of bids.
Author: Ajith Abraham
Publisher: Springer Science & Business Media
Published: 2005-04-22
Total Pages: 326
ISBN-13: 9781852337872
DOWNLOAD EBOOKEvolutionary Multi-Objective Optimization is an expanding field of research. This book brings a collection of papers with some of the most recent advances in this field. The topic and content is currently very fashionable and has immense potential for practical applications and includes contributions from leading researchers in the field. Assembled in a compelling and well-organised fashion, Evolutionary Computation Based Multi-Criteria Optimization will prove beneficial for both academic and industrial scientists and engineers engaged in research and development and application of evolutionary algorithm based MCO. Packed with must-find information, this book is the first to comprehensively and clearly address the issue of evolutionary computation based MCO, and is an essential read for any researcher or practitioner of the technique.