Design the Evolutionary Algorithms Kernel in Adaptive Systems

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

On the Design of Adaptive Control Strategies for Evolutionary Algorithms

This paper focuses on the design of control strategies for Evolutionary Algorithms. We propose a method to encapsulate multiple parameters, reducing control to only one criterion. This method allows to define generic control strategies independently from both the algorithm’s operators and the problem to be solved. Three strategies are proposed and compared on a classical optimization problem, c...

متن کامل

OPTIMAL CONSTRAINED DESIGN OF STEEL STRUCTURES BY DIFFERENTIAL EVOLUTIONARY ALGORITHMS

Structural optimization, when approached by conventional (gradient based) minimization algorithms presents several difficulties, mainly related to computational aspects for the huge number of nonlinear analyses required, that regard both Objective Functions (OFs) and Constraints. Moreover, from the early '80s to today's, Evolutionary Algorithms have been successfully developed and applied as a ...

متن کامل

Evolutionary algorithms for the design of grid-connected PV-systems

Dept. of Civil Engineering, Electrical Engineering Section, ETSICCP, University of Granada, Campus Fuentenueva, Granada 18071, Spain Dept. of Computer Science and Artificial Intelligence, CITIC-UGR (Research Center on Information and Communications Technology), University of Granada, 18071 Granada, Spain Dept. of Computer Arquitecture and Electronics, CITE III, University of Almería, La Cañada ...

متن کامل

PMU Placement Methods in Power Systems based on Evolutionary Algorithms and GPS Receiver

In this paper, optimal placement of Phasor Measurement Unit (PMU) using Global Positioning System (GPS) is discussed. Ant Colony Optimization (ACO), Simulated Annealing (SA), Particle Swarm Optimization (PSO) and Genetic Algorithm (GA) are used for this problem. Pheromone evaporation coefficient and the probability of moving from state x to state y by ant are introduced into the ACO. The modifi...

متن کامل

Evolutionary algorithms in kinematic design of robotic systems

This paper proposes an Adaptative Multi-Chromosome Evolutionary Algorithm (AMEA) to perform task based design of modular robotic systems. The kine-matic design is optimized by the AMEA which uses both binary and real encoding (for kinematic and con-guration parameters). In the problem considered for illustration, the robotic system consists in a mobile base and a manipulator arm which may be bu...

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: Procedia Engineering

سال: 2011

ISSN: 1877-7058

DOI: 10.1016/j.proeng.2011.08.553