Tous les ebooks de la collection "Natural Computing Series" - Springer

27 Livre(s)


Ajouter à ma liste d'envies Many-Criteria Optimization and Decision Analysis Dimo Brockhoff , Michael Emmerich , Boris Naujoks , Robin Purshouse This book presents the state-of-the-art, current challenges, and future perspectives for the field of many-criteria optimization and decision analysis. The field recognizes that real-life problems often involve trying to balance a multiplicity of considerations... Editeur : Springer Parution : 2023-07-28 Collection : Natural Computing Series PDF, ePub 158,99 € PDF ePub
Ajouter à ma liste d'envies Optimising the Software Development Process with Artificial Intelligence Francisco Chicano , Inmaculada Medina-Bulo , José Raúl Romero This book offers a practical introduction to the use of artificial intelligence (AI) techniques to improve and optimise the various phases of the software development process, from the initial project planning to the latest deployment. All chapters were written by... Editeur : Springer Parution : 2023-07-19 Collection : Natural Computing Series PDF, ePub 180,19 € PDF ePub
Ajouter à ma liste d'envies Computational Evolution of Neural and Morphological Development Yaochu Jin This book provides a basic yet unified overview of theory and methodologies for evolutionary developmental systems. Based on the author’s extensive research into the synergies between various approaches to artificial intelligence including evolutionary computation,... Editeur : Springer Parution : 2023-07-14 Collection : Natural Computing Series PDF, ePub 180,19 € PDF ePub
Ajouter à ma liste d'envies Visions of DNA Nanotechnology at 40 for the Next 40 Nataša Jonoska , Erik Winfree This open access book provides a unique and state-of-the-art view on DNA nanotechnology with an eye toward future developments. Intended as a tribute to Nadrian C. Seeman, who founded the field of DNA nanotechnology, the content is an exciting mixture of technical and... Editeur : Springer Parution : 2023-07-04 Collection : Natural Computing Series PDF, ePub Gratuit PDF ePub
Ajouter à ma liste d'envies Deep Statistical Comparison for Meta-heuristic Stochastic Optimization Algorithms Tome Eftimov , Peter Korošec Focusing on comprehensive comparisons of the performance of stochastic optimization algorithms, this book provides an overview of the current approaches used to analyze algorithm performance in a range of common scenarios, while also... Editeur : Springer Parution : 2022-06-11 Collection : Natural Computing Series PDF, ePub 137,79 € PDF ePub
Ajouter à ma liste d'envies Metaheuristics for Finding Multiple Solutions Michael G. Epitropakis , Jonathan E. Fieldsend , Xiaodong Li , Mike Preuss This book presents the latest trends and developments in multimodal optimization and niching techniques. Most existing optimization methods are designed for locating a single global solution. However, in real-world settings, many problems are “multimodal” by nature,... Editeur : Springer Parution : 2021-10-22 Collection : Natural Computing Series PDF, ePub 169,59 € PDF ePub
Ajouter à ma liste d'envies Reservoir Computing Ingo Fischer , Kohei Nakajima This book is the first comprehensive book about reservoir computing (RC). RC is a powerful and broadly applicable computational framework based on recurrent neural networks. Its advantages lie in small training data set requirements, fast training, inherent memory and... Editeur : Springer Parution : 2021-08-05 Collection : Natural Computing Series PDF, ePub 180,19 € PDF ePub
Ajouter à ma liste d'envies Automated Design of Machine Learning and Search Algorithms Nelishia Pillay , Rong Qu This book presents recent advances in automated machine learning (AutoML) and automated algorithm design and indicates the future directions in this fast-developing area. Methods have been developed to automate the design of neural networks, heuristics and... Editeur : Springer Parution : 2021-07-28 Collection : Natural Computing Series PDF, ePub 148,39 € PDF ePub
Ajouter à ma liste d'envies General-Purpose Optimization Through Information Maximization Alan J. Lockett This book examines the mismatch between discrete programs, which lie at the center of modern applied mathematics, and the continuous space phenomena they simulate. The author considers whether we can imagine continuous spaces of programs, and asks... Editeur : Springer Parution : 2020-08-16 Collection : Natural Computing Series PDF 211,99 €
Ajouter à ma liste d'envies Deep Neural Evolution Hitoshi Iba , Nasimul Noman This book delivers the state of the art in deep learning (DL) methods hybridized with evolutionary computation (EC). Over the last decade, DL has dramatically reformed many domains: computer vision, speech recognition, healthcare, and automatic game playing, to mention... Editeur : Springer Parution : 2020-05-20 Collection : Natural Computing Series PDF, ePub 201,39 € PDF ePub
Ajouter à ma liste d'envies Theory of Evolutionary Computation Benjamin Doerr , Frank Neumann This edited book reports on recent developments in the theory of evolutionary computation, or more generally the domain of randomized search heuristics. It starts with two chapters on mathematical methods that are often used in the analysis of randomized search... Editeur : Springer Parution : 2019-11-20 Collection : Natural Computing Series PDF 221,54 €
Ajouter à ma liste d'envies Hyper-Heuristics: Theory and Applications Nelishia Pillay , Rong Qu This introduction to the field of hyper-heuristics presents the required foundations and tools and illustrates some of their applications. The authors organized the 13 chapters into three parts. The first, hyper-heuristic fundamentals and theory, provides an overview of... Editeur : Springer Parution : 2018-10-05 Collection : Natural Computing Series PDF 95,39 €
Ajouter à ma liste d'envies Foraging-Inspired Optimisation Algorithms Anthony Brabazon , Seán Mcgarraghy This book is an introduction to relevant aspects of the foraging literature for algorithmic design, and an overview of key families of optimization algorithms that stem from a foraging metaphor. The authors first offer perspectives on foraging and foraging-inspired... Editeur : Springer Parution : 2018-09-26 Collection : Natural Computing Series PDF 52,99 €
Ajouter à ma liste d'envies Computational Matter Martyn Amos , Steen Rasmussen , Susan Stepney This book is concerned with computing in materio: that is, unconventional computing performed by directly harnessing the physical properties of materials. It offers an overview of the field, covering four main areas of interest: theory, practice,... Editeur : Springer Parution : 2018-07-20 Collection : Natural Computing Series PDF 95,39 €
Ajouter à ma liste d'envies Self-aware Computing Systems Collectif Taking inspiration from self-awareness in humans, this book introduces the new notion of computational self-awareness as a fundamental concept for designing and operating computing systems. The basic ability of such self-aware computing systems is to collect information... Editeur : Springer Parution : 2016-07-28 Collection : Natural Computing Series PDF 95,39 €
Ajouter à ma liste d'envies Multimodal Optimization by Means of Evolutionary Algorithms Mike Preuss This book offers the first comprehensive taxonomy for multimodal optimization algorithms, work with its root in topics such as niching, parallel evolutionary algorithms, and global optimization. The author explains niching in evolutionary algorithms and its benefits;... Editeur : Springer Parution : 2015-11-27 Collection : Natural Computing Series PDF 95,39 €
Ajouter à ma liste d'envies Discrete and Topological Models in Molecular Biology Nataša Jonoska , Masahico Saito Theoretical tools and insights from discrete mathematics, theoretical computer science, and topology now play essential roles in our understanding of vital biomolecular processes. The related methods are now employed in various fields of mathematical biology as... Editeur : Springer Parution : 2013-12-23 Collection : Natural Computing Series ePub 95,39 €
Ajouter à ma liste d'envies Theory and Principled Methods for the Design of Metaheuristics Yossi Borenstein , Alberto Moraglio Metaheuristics, and evolutionary algorithms in particular, are known to provide efficient, adaptable solutions for many real-world problems, but the often informal way in which they are defined and applied has led to misconceptions, and even successful applications are... Editeur : Springer Parution : 2013-12-19 Collection : Natural Computing Series ePub 52,99 €
Ajouter à ma liste d'envies Massively Parallel Evolutionary Computation on GPGPUs Pierre Collet , Shigeyoshi Tsutsui Evolutionary algorithms (EAs) are metaheuristics that learn from natural collective behavior and are applied to solve optimization problems in domains such as scheduling, engineering, bioinformatics, and finance. Such applications demand acceptable solutions with... Editeur : Springer Parution : 2013-12-05 Collection : Natural Computing Series ePub 52,99 €
Ajouter à ma liste d'envies Contemporary Evolution Strategies Thomas Bäck , Christophe Foussette , Peter Krause Evolution strategies have more than 50 years of history in the field of evolutionary computation. Since the early 1990s, many algorithmic variations of evolution strategies have been developed, characterized by the fact that they use the so-called derandomization... Editeur : Springer Parution : 2013-10-02 Collection : Natural Computing Series ePub 42,39 €
12 >

Les livres numériques peuvent être téléchargés depuis votre librairie numérique ou directement depuis une tablette ou smartphone.

PDF : format reprenant la maquette originale du livre ; lecture recommandée sur ordinateur et tablette
EPUB : format de texte repositionnable ; lecture sur tous supports (ordinateur, tablette, smartphone, liseuse)

Votre support de lecture	Format	Protection	Application
Ordinateur	-EPUB -PDF	DRM Adobe LCP	Compatible lecture en ligne (streaming) Adobe Digital Editions(DRM Adobe) Thorium Reader (LCP)
Tablette et smartphone iOS / Android	EPUB PDF	LCP DRM Adobe	Application Louise Reader : IOS / Android(ne lit pas les fichiers protégés par Adobe DRM) Adobe Digital Edition : IOS/Android(Lit uniquement la DRM Adobe)
Liseuse	EPUB	DRM Adobe	Module de lecture de la liseuse
Liseuse Diva	EPUB	LCP DRM Adobe	Module de lecture de la liseuse Diva

Consultez l’aide pour en savoir plus.