Multimodal Optimization by Means of Evolutionary Algorithms

Mike Preuss

• Hardcover | Engels | Natural Computing
• This book offers the first comprehensive taxonomy for multimodal optimization algorithms, work with its root in topics such as niching, parallel evolu... Lees meer

Algorithmic Aspects of Bioinformatics

Hans-Joachim Böckenhauer, Dirk Bongartz

• Hardcover | Engels | Natural Computing
• This book introduces some key problems in bioinformatics, discusses the models used to formally describe these problems, and analyzes the algorithmic ... Lees meer

Data Mining and Knowledge Discovery with Evolutionary Algorithms

Alex A Freitas

• Hardcover | Engels | Natural Computing
• This book integrates two areas of computer science, namely data mining and evolutionary algorithms (EAs). In essence, data mining consists of extracti... Lees meer

Automated Design of Machine Learning and Search Algorithms

• Paperback | Engels | Natural Computing
• This book presents recent advances in automated machine learning (AutoML) and automated algorithm design and indicates the future directions in this f... Lees meer

Contemporary Evolution Strategies

Thomas Bäck, Christophe Foussette, Peter Krause

• Paperback | Engels | Natural Computing
• Evolution strategies have more than 50 years of history in the field of evolutionary computation. Since the early 1990s, many algorithmic variations o... Lees meer

Experimental Research in Evolutionary Computation

Thomas Bartz-Beielstein

• Paperback | Engels | Natural Computing
• The new experimentalism, a development in the modern philosophy of science, considers that an experiment can have a life of its own. This book introdu... Lees meer

Data Mining and Knowledge Discovery with Evolutionary Algorithms

Alex A Freitas

• Paperback | Engels | Natural Computing
• This book integrates two areas of computer science, namely data mining and evolutionary algorithms (EAs). In essence, data mining consists of extracti... Lees meer

Advances in Metaheuristics for Hard Optimization

• Hardcover | Engels | Natural Computing
• Many advances have been made recently in metaheuristic methods, from theory to applications. The editors, both leading experts in this field, have ass... Lees meer

Theoretical Aspects of Evolutionary Computing

• Paperback | Engels | Natural Computing
• During the first week of September 1999, the Second EvoNet Summer School on Theoretical Aspects of Evolutionary Computing was held at the Middelheim c... Lees meer

Sensitivity Analysis for Neural Networks

Daniel S Yeung, Ian Cloete, Daming Shi, Wing W Y Ng

• Hardcover | Engels | Natural Computing
• Artificial neural networks are used to model systems that receive inputs and produce outputs. The relationships between the inputs and outputs and the... Lees meer

Computation in Cells and Tissues

• Paperback | Engels | Natural Computing
• The book introduces the reader to state of the art approaches to biosystems modeling, biocomputing, natural computation, and emerging unconventional m... Lees meer

The Theory of Evolution Strategies

Hans-Georg Beyer

• Hardcover | Engels | Natural Computing
• Evolutionary algorithms, such as evolution strategies, genetic algorithms, or evolutionary programming, have found broad acceptance in the last ten ye... Lees meer

Hyper-Heuristics: Theory and Applications

Nelishia Pillay, Rong Qu

• Paperback | Engels | Natural Computing
• This introduction to the field of hyper-heuristics presents the required foundations and tools and illustrates some of their applications. The authors... Lees meer

Algorithmic Bioprocesses

• Hardcover | Engels | Natural Computing
• A fundamental understanding of algorithmic bioprocesses is key to learning how information processing occurs in nature at the cell level. The field is... Lees meer

The Science of Soft Robots

• Hardcover | Engels | Natural Computing
• The goal of this textbook is to equip readers with as structured knowledge of soft robotics as possible. Seeking to overcome the limitations of conven... Lees meer

Modelling in Molecular Biology

• Hardcover | Engels | Natural Computing
• The key idea underlying this book is the notion that molecules and cells, which constitute the basic building blocks of all living systems, are too co... Lees meer

Advances in Computational Intelligence

• Paperback | Engels | Natural Computing
• In this book, comprising recent research of leading researchers, a broad variety of problems is introduced, motivated, and then new results on these p... Lees meer

Design of Modern Heuristics

Franz Rothlauf

• Hardcover | Engels | Natural Computing
• Many books describe the application of heuristic optimization methods to a wide variety of optimization problems. However, the process of developing a... Lees meer

Multiobjective Problem Solving from Nature

• Paperback | Engels | Natural Computing
• Multiobjective evolutionary algorithms (MOEAs) and multiobjective problem solving have become important topics of research in the evolutionary computa... Lees meer

Multiobjective Problem Solving from Nature

• Hardcover | Engels | Natural Computing
• Multiobjective evolutionary algorithms (MOEAs) and multiobjective problem solving have become important topics of research in the evolutionary computa... Lees meer

Introduction to Evolutionary Computing

Agoston E Eiben, J E Smith

• Paperback | Engels | Natural Computing
• The first complete overview of evolutionary computing, the collective name for a range of problem-solving techniques based on principles of biological... Lees meer

Analyzing Evolutionary Algorithms

Thomas Jansen

• Paperback | Engels | Natural Computing
• Evolutionary algorithms is a class of randomized heuristics inspired by natural evolution. They are applied in many different contexts, in particular ... Lees meer

Mobility in Process Calculi and Natural Computing

Bogdan Aman, Gabriel Ciobanu

• Paperback | Engels | Natural Computing
• The design of formal calculi in which fundamental concepts underlying interactive systems can be described and studied has been a central theme of the... Lees meer

Visions of DNA Nanotechnology at 40 for the Next 40

• Hardcover | Engels | Natural Computing
• 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 ... Lees meer