An Adaptive Genetic Algorithm for Digital Facility Layout Optimization Under the Multi-Species and Variable-Batch Production Mode

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

An Adaptive Genetic Algorithm for Digital Facility Layout Optimization Under the Multi-Species and Variable-Batch Production Mode

Abstract: For the NP-hard characteristic of facility layout problem (FLP) and its importance to industry, many optimal and heuristic algorithms have been designed to solve the problem. But when optimizing the production, with fixed probabilities, traditional GA has its flaws with slow convergence speed and the less-than ideal accuracy of the optimal solution. According to the characteristics of...

متن کامل

an adapted harmony search based algorithm for facility layout optimization

this paper presents a strategy for using harmony search algorithm in facility layout optimization problems. in this paper an adapted harmony search algorithm is developed for solving facility layout optimization problems. this method finds an optimal facility arrangement in an existing layout. two real-world case studies are employed to demonstrate the efficiency of this model. a comparison is ...

متن کامل

An Adaptive Parallel Genetic Algorithm for VLSI-Layout Optimization

The generation of a high quality layout during the design of a VLSI microchip is a very complex combinatorial optimization prob lem Components of a circuit have to be placed and signal nets have to be routed on an overall minimal area In this paper a parallel Genetic Algorithm for the combined optimization of placement and routing is presented The main focus is on the self adaptation of the sea...

متن کامل

An improved genetic algorithm for multidimensional optimization of precedence-constrained production planning and scheduling

Integration of production planning and scheduling is a class of problems commonly found in manufacturing industry. This class of problems associated with precedence constraint has been previously modeled and optimized by the authors, in which, it requires a multidimensional optimization at the same time: what to make, how many to make, where to make and the order to make. It is a combinatorial,...

متن کامل

A New Optimization via Invasive Weeds Algorithm for Dynamic Facility Layout Problem

The dynamic facility layout problem (DFLP) is the problem of finding positions of departments onthe plant floor for multiple periods (material flows between departments change during the planning horizon)such that departments do not overlap, and the sum of the material handling and rearrangement costs isminimized. In this paper a new optimization algorithm inspired from colonizing weeds, Invasi...

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 Open Automation and Control Systems Journal

سال: 2013

ISSN: 1874-4443

DOI: 10.2174/1874444301305010007