An introduction to metaheuristics for optimization
نام عام مواد
[electronic resources]
نام نخستين پديدآور
/ [edited by] Bastien Chopard, Marco Tomassini.
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Cham, Switzerland
نام ناشر، پخش کننده و غيره
: Springer
تاریخ نشرو بخش و غیره
, 2018.
مشخصات ظاهری
نام خاص و کميت اثر
xii, 226 pages.
ساير جزييات
: illustrations (some color), tables.
فروست
عنوان فروست
Natural computing series.
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
includes bibliographical references (pages 219-222) and index.
یادداشتهای مربوط به مندرجات
متن يادداشت
Problems, Algorithms, Computational Complexity --Search Space --Tabu Search --Simulated Annealing --Ant Colony Optimization (ACO) --Non-PSO Optimization --Firefly Algorithm, Cuckoo Algorithm, Lévy Flights --Evolutionary Algorithms: Foundations --Evolutionary Algorithms: Advanced --Phase Transition in Optimization Problems --Performance and Limitations of Metaheuristics --Statistical Analysis of Research Spaces.
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
The authors stress the relative simplicity, efficiency, flexibility of use, and suitability of various approaches used to solve difficult optimization problems. The authors are experienced, interdisciplinary lecturers and researchers and in their explanations they demonstrate many shared foundational concepts among the key methodologies. This textbook is a suitable introduction for undergraduate and graduate students, researchers, and professionals in computer science, engineering, and logistics.