Application of Evolutionary Algorithms for Multi-objective Optimization in VLSI and Embedded Systems, M.C. Bhuvaneswari

Автор: Bechikh
Название: Recent Advances in Evolutionary Multi-objective Optimization
ISBN: 3319429779 ISBN-13(EAN): 9783319429779
Издательство: Springer
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Описание: This book covers the most recent advances in the field of evolutionary multiobjective optimization. With the aim of drawing the attention of up-and coming scientists towards exciting prospects at the forefront of computational intelligence, the authors have made an effort to ensure that the ideas conveyed herein are accessible to the widest audience. The book begins with a summary of the basic concepts in multi-objective optimization. This is followed by brief discussions on various algorithms that have been proposed over the years for solving such problems, ranging from classical (mathematical) approaches to sophisticated evolutionary ones that are capable of seamlessly tackling practical challenges such as non-convexity, multi-modality, the presence of multiple constraints, etc. Thereafter, some of the key emerging aspects that are likely to shape future research directions in the field are presented. These include: optimization in dynamic environments, multi-objective bilevel programming, handling high dimensionality under many objectives, and evolutionary multitasking. In addition to theory and methodology, this book describes several real-world applications from various domains, which will expose the readers to the versatility of evolutionary multi-objective optimization.

Автор: Naveed A. Sherwani
Название: Algorithms for VLSI Physical Design Automation
ISBN: 146135997X ISBN-13(EAN): 9781461359975
Издательство: Springer
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Описание: Algorithms for VLSI Physical Design Automation, Second Edition is a core reference text for graduate students and CAD professionals. Algorithms for VLSI Physical Design Automation covers all aspects of physical design.

Автор: Konstantin Moiseev; Avinoam Kolodny; Shmuel Wimer
Название: Multi-Net Optimization of VLSI Interconnect
ISBN: 1461408202 ISBN-13(EAN): 9781461408208
Издательство: Springer
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