Multi-Objective Memetic Algorithms

Multi-Objective Memetic Algorithms

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Oct 28, 2010 · الإنجليزية · غلاف ورقي (416 صفحات)
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تنسيق غلاف ورقي
صفحات 416
لغة الإنجليزية
منشور Oct 28, 2010
الناشر Springer
رقم ISBN-10 3642099785
رقم ISBN-13 9783642099786

الوصف

This work delves into the intricate world of multi-objective memetic algorithms, exploring their potential and versatility in addressing complex optimization problems. The authors expertly outline the foundational principles behind memetic algorithms, blending traditional evolutionary strategies with local search techniques to enhance solution quality and convergence speed.

Through detailed explanations, they provide comprehensive insights into various models and applications, catering to a diverse readership, ranging from researchers to practitioners in the field of evolutionary computing. The narrative is both engaging and informative, making sophisticated concepts accessible to those eager to explore advanced optimization techniques.

Real-world applications and case studies underscore the practical benefits of these algorithms, illustrating their effectiveness in diverse domains. Readers will gain a profound understanding of how to implement and adapt these methodologies to tackle multifaceted optimization challenges.

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