Global Optimization Software and Evolutionary Algorithms

نویسندگان

چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Ring Theory, Group Actions, Evolutionary Algorithms, and Global Optimization

In this paper we explain, using dynamical systems analysis, how evolutionary algorithms (EAs) solve global optimization problems. We start with a basic definition of EAs and a baseline random heuristic. Vose and Wright’s 1998 generalization of the Vose simple evolutionary algorithm model allows us to characterize alphabets of different lengths as multiplication and addition over rings of intege...

متن کامل

Comparative Assessment of Algorithms and Software for Global Optimization

The thorough evaluation of global optimization algorithms and software demands devotion, time and (hardware) resources, in addition to professional objectivity. This general remark is particularly valid with respect to global optimization (GO) software since GO literally encompasses “all” mathematical programming models. It is easy not only to fabricate very challenging test problems, but also ...

متن کامل

The ensemble clustering with maximize diversity using evolutionary optimization algorithms

Data clustering is one of the main steps in data mining, which is responsible for exploring hidden patterns in non-tagged data. Due to the complexity of the problem and the weakness of the basic clustering methods, most studies today are guided by clustering ensemble methods. Diversity in primary results is one of the most important factors that can affect the quality of the final results. Also...

متن کامل

Application of Evolutionary Algorithms to Global Cluster Geometry Optimization

This contribution focuses upon the application of evolutionary algorithms to the nondeterministic polynomial hard problem of global cluster geometry optimization. The first years of method development in this area are sketched briefly; followed by a characterization of the current state of the art by an overview of recent application work. Strengths and weaknesses of this approach are highlight...

متن کامل

Software project portfolio optimization with advanced multiobjective evolutionary algorithms

Large software companies have to plan their project portfolio to maximize potential portfolio return and strategic alignment, while balancing various preferences, and considering limited resources. Project portfolio managers need methods and tools to find a good solution for complex project portfolios and multiobjective target criteria efficiently. However, software project portfolios are chall...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: SHS Web of Conferences

سال: 2016

ISSN: 2261-2424

DOI: 10.1051/shsconf/20162902009