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The Design of Innovation
Lessons from and for Competent Genetic Algorithms
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Focusing on the intricacies of problem difficulty in design, this book delves into misconceptions surrounding hard problems and explores the core challenges of intra-, inter-, and extra-building block (BB) difficulties, including deception, scaling, and noise. It presents models to ensure BB supply and growth, emphasizing the schema theorem and the impact of selection pressure. Additionally, it analyzes convergence times and decision-making challenges, providing a comprehensive framework for understanding and optimizing problem-solving in design contexts.
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The Design of Innovation, David E. Goldberg
- Language
- Released
- 2013
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- Title
- The Design of Innovation
- Subtitle
- Lessons from and for Competent Genetic Algorithms
- Language
- English
- Authors
- David E. Goldberg
- Publisher
- Springer US
- Released
- 2013
- Format
- Paperback
- Pages
- 276
- ISBN13
- 9781475736458
- Category
- Mathematics, Computers, IT, Programming
- Description
- Focusing on the intricacies of problem difficulty in design, this book delves into misconceptions surrounding hard problems and explores the core challenges of intra-, inter-, and extra-building block (BB) difficulties, including deception, scaling, and noise. It presents models to ensure BB supply and growth, emphasizing the schema theorem and the impact of selection pressure. Additionally, it analyzes convergence times and decision-making challenges, providing a comprehensive framework for understanding and optimizing problem-solving in design contexts.