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Könyv Advances in Evolutionary Algorithms Research Jacek Tittenbrun

Advances in Evolutionary Algorithms Research

The State of the Class

Szerző: Jacek Tittenbrun
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Nova Science Publishers Inc
Elérhetőség: 50 % esély
Keressük az egész világon
92 540 Ft
The field of evolutionary algorithms produces various theoretical approaches that help search for gl...

Információk a könyvről

Szerző
Jacek Tittenbrun
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2015
oldal
117
EAN
9781634638494
ISBN
9781634638494
Enbook ID
03198359
Kiadó
Nova Science Publishers Inc
Súly
474
Méretek
264 x 214 x 15

Teljes leírás

The field of evolutionary algorithms produces various theoretical approaches that help search for global optima within complex environments. These environments are often highly multidimensional, non-linear, noisy, and with many constraints. Not only one, but frequently several, even conflicting, objectives need to be met while searching for the optimal solutions. This book presents advances in the research and applications of evolutionary algorithms. There is a rich history of theoretical research and practical solutions in this field. Namely, evolutionary algorithms, with their intrinsic parallelism, have proved to be successful in a variety of problem domains in science, engineering and business. According to the no-free lunch theorem for optimisation no super algorithm exists for all optimisation problems. Therefore, the advances in this research field are also devoted to the identification of combination of problem classes and effective optimisation methods, as well as the innovative and hybrid implementations of the algorithms. This book consists of seven chapters covering the survey and theory on multimodal, multi-memetic and multi-objective properties and algorithm performance. Furthermore, the algorithms are applied to real-world mechanical, biological, and chemical problems, as well as to theoretical benchmarks.

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