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The overall structure of this new edition is three-tier: Part I presents the basics, Part II is concerned with methodological issues, and Part III dis...Lees meer
This book offers the first comprehensive taxonomy for multimodal optimization algorithms, work with its root in topics such as niching, parallel evolu...Lees meer
In what is a hugely exciting and fast developing field, here is the first complete overview, covering all algorithm variants. It contains easily acces...Lees meer
Evolutionary algorithms is a class of randomized heuristics inspired by natural evolution. They are applied in many different contexts, in particular ...Lees meer
This volume refers to the formal description of mobility in computer science, using p-calculus, ambient calculus, bioambients, brane calculi, and syst...Lees meer
Problems demanding globally optimal solutions are ubiquitous, yet many are intractable when they involve constrained functions having many local optim...Lees meer
This book presents the latest trends and developments in multimodal optimization and niching techniques. Most existing optimization methods are design...Lees meer
Evolutionary algorithms is a class of randomized heuristics inspired by natural evolution. They are applied in many different contexts, in particular ...Lees meer
Recent advances in general-purpose computing on graphics processing units (GPGPU) have opened up the possibility for parallel evolutionary algorithms....Lees meer
Evolution is Nature's design process. The natural world is full of wonderful examples of its successes, from engineering design feats such as powered ...Lees meer
The term evolutionary computing refers to the study of the foundations and applications of certain heuristic techniques based on the principles of nat...Lees meer
This book showcases the state of the art in algorithms that mimic evolutionary design. The chapters are organized by experts in the following fields: ...Lees meer
This volume, which includes the author's own software package, tracks the development of evolutionary computation since 1990, with detailed evaluation...Lees meer
Nanoscale science and computing is becoming a major research area as today's scientists try to understand the processes of natural and biomolecular co...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
The term evolutionary computing refers to the study of the foundations and applications of certain heuristic techniques based on the principles of nat...Lees meer
After the first edition of this book was published, I received much positive feedback from the readers. It was very helpful to have all those comments...Lees meer
This book covers the basic theory, practical details and advanced research of the implementation of evolutionary methods on physical substrates. Most ...Lees meer
This book presents the state-of-the-art, current challenges, and future perspectives for the field of many-criteria optimization and decision analysis...Lees meer
This book describes methods for incorporating problem knowledge in evolutionary algorithms and other metaheuristics, and shows how statistical methods...Lees meer