Kernel Method Based Human Model for Enhancing Interactive Evolutionary Optimization

نویسندگان
چکیده

برای دانلود رایگان 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

Kernel Method Based Human Model for Enhancing Interactive Evolutionary Optimization

A fitness landscape presents the relationship between individual and its reproductive success in evolutionary computation (EC). However, discrete and approximate landscape in an original search space may not support enough and accurate information for EC search, especially in interactive EC (IEC). The fitness landscape of human subjective evaluation in IEC is very difficult and impossible to mo...

متن کامل

Interactive Evolutionary Computation for Model based Optimization of Batch Fermentation

At the optimization of temperature and feeding profiles of batch processes it is often desirable to consider several objectives and constraints into the optimization problem. During the beer fermentation a temperature profile is applied to drive the process so as to obey to certain constraints. The design of this temperature profile is an optimization problem where the objective is to minimize ...

متن کامل

Interactive Evolutionary Computation: System Optimization Based on Human Subjective Evaluation

| We rst describe the background and technical aspects of an interactive EC (evolutionary computation). Then, we overview the research on its application in three major elds | artistic, engineering, and educational | and on human interface. We also list approximately 90 references on interactive EC for further study.

متن کامل

RBF-based surrogate model for evolutionary optimization

Many today’s engineering tasks use approximation of their expensive objective function. Surrogate models, which are frequently used for this purpose, can save significant costs by substituting some of the experimental evaluations or simulations needed to achieve an optimal or near-optimal solution. This paper presents a surrogate model based on RBF networks. In contrast to the most of the surro...

متن کامل

Progressively interactive evolutionary multiobjective optimization

Aalto University, P.O. Box 11000, FI-00076 Aalto www.aalto.fi Author Ankur Sinha Name of the doctoral dissertation Progressively Interactive Evolutionary Multiobjective Optimization Publisher Aalto University School of Economics Unit Department of Business Technology Series Aalto University publication series DOCTORAL DISSERTATIONS 17/2011 Field of research Decision Making and Optimization Abst...

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: The Scientific World Journal

سال: 2015

ISSN: 2356-6140,1537-744X

DOI: 10.1155/2015/185860