A large neighborhood search approach for the paint shop scheduling problem

نویسندگان

چکیده

Abstract Minimizing the setup costs caused by color changes is one of main concerns for paint shop scheduling in automotive industry. Yet, finding an optimized sequence a very challenging task, as large number exterior systems car manufacturing need to be painted variety different colors. Therefore, there strong efficient automated solutions this area. Previously, exact and metaheuristic approaches creating schedules supply industry have been proposed evaluated on publicly available set real-life benchmark instances. However, optimal are still unknown many instances, potential reducing change In paper, we propose novel neighborhood search approach problem. We introduce innovative heuristic solution methods that utilized within show our leads improved results problem instances compared existing techniques. Furthermore, provide previously upper bounds 14 using method.

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

Multi Agents approach for Job Shop Scheduling Problem using Genetic Algorithm and Variable Neighborhood Search method

The job shop scheduling is an important and complex problem for a manufacturing system. It is well known and popular problem having (Non-Polynomial) NP-hard characteristic to find the optimal or near optimal solution (schedules) quickly. In job shop scheduling a set of “N” number of jobs are processed through an “M” number of given set of machines. It must be processed in the prescribed order b...

متن کامل

Flow shop Scheduling Problem with Maintenance Coordination: a New Approach

This study investigates the coordination of production scheduling and maintenance planning in theflow shop scheduling environment. The problem is considered in a bi-objective form, minimizing themakespan as the production scheduling criterion and minimizing the system unavailability as themaintenance planning criterion. The time interval between consecutive maintenance activities as well as the...

متن کامل

The Binary Paint Shop Problem

We consider the binary paint shop problem (PPW(2,1)). We describe an approach to solve PPW(2,1). This approach is based on constructing a logical model for PPW(2,1). Mathematics Subject Classification: 68T20

متن کامل

Randomized Large Neighborhood Search for Cumulative Scheduling

This paper presents a Large Neighborhood Search (LNS) approach based on constraint programming to solve cumulative scheduling problems. It extends earlier work on constraint-based randomized LNS for disjunctive scheduling as reported in (Nuijten & Le Pape 1998). A breakthrough development in generalizing that approach toward cumulative scheduling lies in the presented way of calculating a parti...

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: Journal of Scheduling

سال: 2021

ISSN: ['1099-1425', '1094-6136']

DOI: https://doi.org/10.1007/s10951-021-00713-7