کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
973897 1480165 2014 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Simulated annealing algorithm for optimal capital growth
ترجمه فارسی عنوان
الگوریتم آنیلینگ شبیه سازی شده برای رشد سرمایه مطلوب
کلمات کلیدی
رشد سرمایه، تخصیص دارایی ها، بهینه سازی نمونه کارها، شبیه سازی آنیل
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات فیزیک ریاضی
چکیده انگلیسی


• Extension of the capital growth under multi games case.
• Dynamic optimal capital growth of a portfolio was investigated.
• A general framework that one strives to maximize growth was developed.
• Simulated annealing algorithm was investigated to solve the framework.
• Performance and risk parameter based on real financial data was calculated.

We investigate the problem of dynamic optimal capital growth of a portfolio. A general framework that one strives to maximize the expected logarithm utility of long term growth rate was developed. Exact optimization algorithms run into difficulties in this framework and this motivates the investigation of applying simulated annealing optimized algorithm to optimize the capital growth of a given portfolio. Empirical results with real financial data indicate that the approach is inspiring for capital growth portfolio.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 408, 15 August 2014, Pages 10–18
نویسندگان
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