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Evolutionary programming

Most popular at the top

  • Differential Evolutionby Kenneth Price; Rainer M. Storn; Jouni A. Lampinen

    Springer Berlin Heidelberg 2006; US$ 82.43

    Problems demanding globally optimal solutions are ubiquitous, yet many are intractable when they involve constrained functions having many local optima and interacting, mixed-type variables. The differential evolution (DE) algorithm is a practical approach to global numerical optimization which is easy to understand, simple to implement, reliable,... more...

  • Spatially Structured Evolutionary Algorithmsby Marco Tomassini

    Springer Berlin Heidelberg 2006; US$ 51.65

    Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured disposition of the population members they bring about... more...

  • Engineering Self-Organising Systemsby Sven Brueckner; Salima Hassas; Mark Jelasity; Daniel Yamins

    Springer Berlin Heidelberg 2007; US$ 62.65

    This book constitutes the thoroughly refereed post-proceedings of the 4th International Workshop on Engineering Self-Organising Applications, ESOA 2006, held in Hakodate, Japan in May 2006. This was an associated event of AAMAS 2006, the 5th International Joint Conference on Autonomous Agents and Multi-Agent Systems. The seven full papers presented... more...

  • Creative Evolutionary Systemsby David W. Corne; Peter J. Bentley

    Elsevier Science 2001; US$ 118.00

    The use of evolution for creative problem solving is one of the most exciting and potentially significant areas in computer science today. Evolutionary computation is a way of solving problems, or generating designs, using mechanisms derived from natural evolution. This book concentrates on applying important ideas in evolutionary computation to... more...

  • The Art of Artificial Evolutionby Juan J. Romero; Penousal Machado

    Springer Berlin Heidelberg 2007; US$ 131.90

    Art is the Queen of all sciences communicating knowledge to all the generations of the world. Leonardo da Vinci Artistic behavior is one of the most valued qualities of the human mind. Although artistic manifestations vary from culture to culture, dedication to artistic tasks is common to all. In other words, artistic behavior is a universal trait... more...

  • Introduction to Evolutionary Algorithmsby Xinjie Yu; Mitsuo Gen

    Springer London 2010; US$ 186.86

    Introduction to Evolutionary Algorithms presents a comprehensive, up-to-date overview of evolutionary algorithms. Readers will find a discussion of hot topics in the field, including genetic algorithms, differential evolution, swarm intelligence, and artificial immune systems. more...

  • Evolutionary Statistical Proceduresby Roberto Baragona; Francesco Battaglia; Irene Poli

    Springer Berlin Heidelberg 2011; US$ 120.91

    This book offers a solid introduction to evolutionary computation for use in applied statistics research. It guides readers through the crucial issues of optimization problems in statistical settings and the implementation of tailored methods. more...

  • Artificial Life Models in Softwareby Andrew Adamatzky; Maciej Komosinski

    Springer London 2006; US$ 66.18

    Arti?cial life is an interdisciplinary ?eld of science, hosting experts from c- puter science, biology, physics, chemistry, and mathematics, as well as phi- sophers and artists. It focuses on studying the phenomena of life on all levels of complexity and organization ? molecular, cellular, organismic, and p- ulation. These studies not only employ conventional... more...

  • Differential Evolutionby Vitaliy Feoktistov

    Springer US 2007; US$ 62.23

    Di?erential evolution is one of the most recent global optimizers. Discovered in 1995 it rapidly proved its practical e?ciency. This book gives you a chance to learn all about di?erential evolution. On reading it you will be able to pro?tably apply this reliable method to problems in your ?eld. Asforme,mypassionforintelligentsystemsandoptimizationbeganasfar... more...

  • Design by Evolutionby Philip F. Hingston; Luigi C. Barone; Zbigniew Michalewicz

    Springer Berlin Heidelberg 2008; US$ 120.91

    This book showcases the state of the art in algorithms that mimic evolutionary design. The chapters are organized by experts in the following fields: evolutionary design and "intelligent design" in biology, art, computational embryogeny, and engineering. more...