An Adapted Variable Neighborhood Search based algorithm for the cyclic multi-hoist design and scheduling problem
نویسندگان
چکیده
This paper studies both the design and cyclic scheduling of multi-hoist treatment surface facilities. Former research have always assumed that production line is already available with a fixed material handling fleet size. However, in this study, number hoists considered as decision variable problem. The latter then bi-objective called Cyclic Hoist Design Scheduling Problem (CHDSP). optimization objective to determine an optimal schedule for each possible minimizes cycle time thus maximizes throughput rate. achieved results will contribute building support system enable choose required transportation resources regarding aims productivity maximization cost savings. An original encoding approach proposed assigns generates their move sequences, which are evaluated thanks mixed integer linear programming model. A rich well-structured solving algorithm based on neighborhood search developed adapted solve efficiently whole It also improved by backtrack procedure further enhances findings. Computational experiments conducted benchmark problems demonstrate high performance effectiveness was, most cases, even able reach solutions.
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 کاملVariable Neighborhood Search Based Algorithm for University Course Timetabling Problem
In this paper a variable neighborhood search approach as a method for solving combinatory optimization problems is presented. A variable neighborhood search based algorithm for solving the problem concerning the university course timetable design has been developed. This algorithm is used to solve the real problem regarding the university course timetable design. It is compared with other algor...
متن کاملAn algorithm for multi-objective job shop scheduling problem
Scheduling for job shop is very important in both fields of production management and combinatorial op-timization. However, it is quite difficult to achieve an optimal solution to this problem with traditional opti-mization approaches owing to the high computational complexity. The combination of several optimization criteria induces additional complexity and new problems. In this paper, we pro...
متن کاملGaussian Variable Neighborhood Search for the File Transfer Scheduling Problem
This paper presents new modifications of Variable Neighborhood Search approach for solving the file transfer scheduling problem. To obtain better solutions in a small neighborhood of a current solution, we implement two new local search procedures. As Gaussian Variable Neighborhood Search showed promising results when solving continuous optimization problems, its implementation in solving the d...
متن کاملIterated Variable Neighborhood Search for the resource constrained multi-mode multi-project scheduling problem
The resource constrained multi-mode multi-project scheduling problem (RCMMMPSP) is a notoriously difficult combinatorial optimization problem. For a given set of activities, feasible execution mode assignments and execution starting times must be found such that some optimization function, e. g. the makespan, is optimized. When determining an optimal (or at least feasible) assignment of decisio...
متن کاملذخیره 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: Computers & Industrial Engineering
سال: 2021
ISSN: ['0360-8352', '1879-0550']
DOI: https://doi.org/10.1016/j.cie.2021.107225