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This book addresses the integration of two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become inc...Lees meer
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This volume, which includes the author's own software package, tracks the development of evolutionary computation since 1990, with detailed evaluation...Lees meer
This book integrates two areas of computer science, namely data mining and evolutionary algorithms (EAs). In essence, data mining consists of extracti...Lees meer
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
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
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
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
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The book introduces the reader to state of the art approaches to biosystems modeling, biocomputing, natural computation, and emerging unconventional m...Lees meer
This book provides a comprehensive introduction to quantum optimization, bridging quantum computing and combinatorial optimization for readers without...Lees meer
Evolutionary Algorithms, in particular Evolution Strategies, Genetic Algorithms, or Evolutionary Programming, have found wide acceptance as robust opt...Lees meer
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
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
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
This volume is based on the workshop"Modelling in Molecular Biology" that tookplacein2002inSingapore. Themaingoaloftheworkshopwastopresent models/meth...Lees meer
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
Multiobjective evolutionary algorithms (MOEAs) and multiobjective problem solving have become important topics of research in the evolutionary computa...Lees meer
This book introduces the fundamentals of Coevolutionary Computation and presents new methodologies that are developed and then employed for modern rea...Lees meer
Multiobjective problems involve several competing measures of solution quality, and multiobjective evolutionary algorithms (MOEAs) and multiobjective ...Lees meer
Most textbooks on modern heuristics provide the reader with detailed descriptions of the functionality of single examples like genetic algorithms, gen...Lees meer
Self-organizing Software is the first book to offer an integrated view of self-organization technologies applied to distributed systems. The text expl...Lees meer