Author: Raffi Roupen Kamalian
Publisher:
ISBN:
Category :
Languages : en
Pages : 366

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Author: Ying Zhang
Publisher:
ISBN:
Category :
Languages : en
Pages : 394

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Author: Ying-ping Chen
Publisher: Springer Science & Business Media
ISBN: 3540850678
Category : Computers
Languages : en
Pages : 487

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Book Description
In recent years, the issue of linkage in GEAs has garnered greater attention and recognition from researchers. Conventional approaches that rely much on ad hoc tweaking of parameters to control the search by balancing the level of exploitation and exploration are grossly inadequate. As shown in the work reported here, such parameters tweaking based approaches have their limits; they can be easily ”fooled” by cases of triviality or peculiarity of the class of problems that the algorithms are designed to handle. Furthermore, these approaches are usually blind to the interactions between the decision variables, thereby disrupting the partial solutions that are being built up along the way.

Author: Gregory S. Hornby
Publisher: Springer Science & Business Media
ISBN: 3540858563
Category : Computers
Languages : en
Pages : 458

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Book Description
This book constitutes the refereed proceedings of the 8th International Conference on Evolvable Systems, ICES 2008, held in Prague, Czech Republic, in September 2008. The 28 revised full papers and 14 revised poster papers presented were carefully reviewed and selected from 52 submissions. The papers are organized in topical sections on evolution of analog circuits, evolution of digital circuits, hardware-software codesign and platforms for adaptive systems, evolutionary robotics, development, real-world applications, evolutionary networking, evolvable artificial neural networks, and transistor-level circuit evolution.

Author: Ningning Zhou
Publisher:
ISBN:
Category :
Languages : en
Pages : 338

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Author: Corie Lynn Cobb
Publisher:
ISBN:
Category :
Languages : en
Pages : 558

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Author: Kalyanmoy Deb
Publisher: Springer
ISBN: 3540248552
Category : Computers
Languages : en
Pages : 1485

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Book Description
The two volume set LNCS 3102/3103 constitutes the refereed proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2004, held in Seattle, WA, USA, in June 2004. The 230 revised full papers and 104 poster papers presented were carefully reviewed and selected from 460 submissions. The papers are organized in topical sections on artificial life, adaptive behavior, agents, and ant colony optimization; artificial immune systems, biological applications; coevolution; evolutionary robotics; evolution strategies and evolutionary programming; evolvable hardware; genetic algorithms; genetic programming; learning classifier systems; real world applications; and search-based software engineering.

Author: Daniel S. Yeung
Publisher: Springer Science & Business Media
ISBN: 3540335846
Category : Computers
Languages : en
Pages : 1129

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Book Description
This book constitutes the thoroughly refereed post-proceedings of the 4th International Conference on Machine Learning and Cybernetics, ICMLC 2005, held in Guangzhou, China in August 2005. The 114 revised full papers of this volume are organized in topical sections on agents and distributed artificial intelligence, control, data mining and knowledge discovery, fuzzy information processing, learning and reasoning, machine learning applications, neural networks and statistical learning methods, pattern recognition, vision and image processing.

Author: Erick Cantú-Paz
Publisher: Springer Science & Business Media
ISBN: 3540406034
Category : Science
Languages : en
Pages : 1317

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Book Description
The set LNCS 2723 and LNCS 2724 constitutes the refereed proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2003, held in Chicago, IL, USA in July 2003. The 193 revised full papers and 93 poster papers presented were carefully reviewed and selected from a total of 417 submissions. The papers are organized in topical sections on a-life adaptive behavior, agents, and ant colony optimization; artificial immune systems; coevolution; DNA, molecular, and quantum computing; evolvable hardware; evolutionary robotics; evolution strategies and evolutionary programming; evolutionary sheduling routing; genetic algorithms; genetic programming; learning classifier systems; real-world applications; and search based software engineering.

Author: Nadia Nedjah
Publisher: Springer
ISBN: 3540323643
Category : Technology & Engineering
Languages : en
Pages : 276

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Book Description
Methods for the artificial evolution of active components, such as programs and hardware, are rapidly developing branches of adaptive computation and adaptive engineering. Evolvable Machines reports innovative and significant progress in automatic and evolutionary methodology applied to machine design. This book presents theoretical as well as practical chapters concentrating on Evolvable Robots, Evolvable Hardware Synthesis, as well as Evolvable Design.