Advances in Multi-Objective Nature Inspired Computing, Carlos Coello Coello; Clarisse Dhaenens; Laetitia
Автор: Carlos Coello Coello; Clarisse Dhaenens; Laetitia Название: Advances in Multi-Objective Nature Inspired Computing ISBN: 364211217X ISBN-13(EAN): 9783642112171 Издательство: Springer Рейтинг: Цена: 22203.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Recent advances in multi-objective, nature-inspired computing is presented in this comprehensive reference. This collection provides the non-expert with an overview of the field, and aims to motivate researchers to contribute to the field.
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: Yingxu Wang; Du Zhang; Witold Kinsner Название: Advances in Cognitive Informatics and Cognitive Computing ISBN: 364226588X ISBN-13(EAN): 9783642265884 Издательство: Springer Рейтинг: Цена: 23058.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Cognitive Informatics (CI) is the science of cognitive information processing and its applications in cognitive computing. CI is a transdisciplinary enquiry of computer science, information science, cognitive science, and intelligence science that investigates into the internal information processing mechanisms and processes of the brain.
Автор: Paolo Bellavista; Ruay-Shiung Chang; Han-Chieh Cha Название: Advances in Grid and Pervasive Computing ISBN: 3642130666 ISBN-13(EAN): 9783642130663 Издательство: Springer Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Grid and Pervasive Computing (GPC) is an annual international conference on the emerging areas of grid computing and pervasive computing, aimed at p- viding an exciting platform and paradigm for all-the-time, everywhere services. GPC 2010 provided a high-pro?le, leading-edgeforum for researchersand dev- opers from industry and academia to present their latest research in the ?eld of grid and pervasive computing. Three workshops were held in conjunction with the GPC 2010 conference: - The First International Workshop on Intelligent Management of Networked Environment (IMNE 2010) - International Workshop on Multimedia Applications for Cloud (MAC 2010) - The 6thInternationalWorkshopon Mobile Commerce andServices (WMCS 2010) The proceedingsof these workshoparealso included in this volume. We received 184 papers originating from 22 countries. The Program Committee ?nally - lected 67 papers for presentation at the conference and inclusion in this LNCS volume. At GPC 2010, we were very pleased to have four distinguished invited speakers, who delivered state-of-the-art information on the conference topics: - A grid based virtual laboratory for HIV drugranking by Peter Sloot (U- versity of Amsterdam, The Netherlands) - Solving the scalability dilemma with clouds, crowds, and algorithms by Michael J. Franklin (University of California, Berkeley, USA) - The trend of cloud computing - from industry's perspective by Enwei Xie (Microsoft Greater China Region, China) - Towards ubiquitous a?ective learning by Bin Hu (The Birmingham City University, UK) Theconferencewouldnothavebeenpossiblewithoutthesupportofmanypeople andorganizationsthathelped invariouswaysto makeita success.
Автор: Adamatzky Название: Advances in Unconventional Computing ISBN: 3319339230 ISBN-13(EAN): 9783319339238 Издательство: Springer Рейтинг: Цена: 34937.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The unconventional computing is a niche for interdisciplinary science, cross-bred of computer science, physics, mathematics, chemistry, electronic engineering, biology, material science and nanotechnology. The aims of this book are to uncover and exploit principles and mechanisms of information processing in and functional properties of physical, chemical and living systems to develop efficient algorithms, design optimal architectures and manufacture working prototypes of future and emergent computing devices. This first volume presents theoretical foundations of the future and emergent computing paradigms and architectures. The topics covered are computability, (non-)universality and complexity of computation; physics of computation, analog and quantum computing; reversible and asynchronous devices; cellular automata and other mathematical machines; P-systems and cellular computing; infinity and spatial computation; chemical and reservoir computing. The book is the encyclopedia, the first ever complete authoritative account, of the theoretical and experimental findings in the unconventional computing written by the world leaders in the field. All chapters are self-contains, no specialist background is required to appreciate ideas, findings, constructs and designs presented. This treatise in unconventional computing appeals to readers from all walks of life, from high-school pupils to university professors, from mathematicians, computers scientists and engineers to chemists and biologists.
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