دانلود کتاب Learning and Intelligent Optimization: 15th International Conference, LION 15, Athens, Greece, June 20–25, 2021, Revised Selected Papers (Lecture Notes in Computer Science)

Name: Learning and Intelligent Optimization: 15th International Conference, LION 15, Athens, Greece, June 20–25, 2021, Revised Selected Papers (Lecture Notes in Computer Science)
Availability: InStock
Author: Dimitris E. Simos (editor)
ISBN: 3030921204,9783030921200

by Dimitris E. Simos (editor), Panos M. Pardalos (editor), Ilias S. Kotsireas (editor)

عنوان فارسی: یادگیری و بهینه سازی هوشمند: پانزدهمین کنفرانس بین المللی، LION 15، آتن، یونان، 20 تا 25 ژوئن 2021، مقالات منتخب اصلاح شده (یادداشت های سخنرانی در علوم کامپیوتر)
ناشر: Springer
سال: 2021
ویرایش: 1st ed. 2021
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 424-423
شابک: 3030921204,9783030921200
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 39.46 مگابایت

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This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 15, held in Athens, Greece, in June 2021. The 30 full papers presented have been carefully reviewed and selected from 35 submissions. LION deals with designing and engineering ways of "learning" about the performance of different techniques, and ways of using past experience about the algorithm behavior to improve performance in the future. Intelligent learning schemes for mining the knowledge obtained online or offline can improve the algorithm design process and simplify the applications of high-performance optimization methods. Combinations of different algorithms can further improve the robustness and performance of the individual components.