کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1898012 | 1044624 | 2008 | 20 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Coupled map lattices as spatio-temporal fitness functions: Landscape measures and evolutionary optimization
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Coupled map lattices as spatio-temporal fitness functions: Landscape measures and evolutionary optimization Coupled map lattices as spatio-temporal fitness functions: Landscape measures and evolutionary optimization](/preview/png/1898012.png)
چکیده انگلیسی
Coupled Map Lattices (CML) can be interpreted as spatio-temporal fitness landscapes which may pose a dynamic optimization problem. In this paper, we analyze such dynamic fitness landscapes in terms of the landscape measures modality, ruggedness, information content and epistasis. These measures account for different aspects of problem hardness. We use an evolutionary algorithm to solve the dynamic optimization problem and study the relationship between performance criteria of the algorithm and the landscape measures. In this way we relate problem hardness to expectable performance.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica D: Nonlinear Phenomena - Volume 237, Issue 2, February 2008, Pages 167–186
Journal: Physica D: Nonlinear Phenomena - Volume 237, Issue 2, February 2008, Pages 167–186
نویسندگان
Hendrik Richter,