Cycle Time Optimization of a Multi-Product Production Line in a Multiple Objective Setting
نویسندگان
چکیده
Multi-objective optimization techniques have made inroad into various aspects of managerial decision making process such as investment, environmental analysis of major projects, etc. The field of operations management, in particular production management, has been somewhat behind in utilizing such techniques. In this paper, we consider a production line that produces several predetermined batches of products. Bi-objective optimization as a form of multi-objective optimization has been utilized in this paper. The aim is the optimization of two conflicting objectives by minimizing simultaneously the cycle time and the buffer sizes of the production line. We utilize the concept of satisfaction function for the purpose of aggregating these two incommensurable objectives. Numerical examples are presented to demonstrate the application of the model and the steps involved in the modeling of the problem. KeywordsProduction line, Capacity, Buffer size, Compromise programming, Satisfaction function ∗ Corresponding author’s email: [email protected]
منابع مشابه
UPFC Placement and Setting Optimized for Multi-objective Optimization Methods to Solve IPOPT in Pool Market
Abstract: Unified Power Flow Controller (UPFC) is one of the FACTS devices which plays a crucial role in simultaneous regulating active and reactive power, improving system load, reducing congestion and cost of production. Therefore, determining the optimum location of such equipment in order to improve the performance of the network is significant. In this paper, WCA algorithm is used to locat...
متن کاملA Multi-Objective Particle Swarm Optimization for Mixed-Model Assembly Line Balancing with Different Skilled Workers
This paper presents a multi-objective Particle Swarm Optimization (PSO) algorithm for worker assignment and mixed-model assembly line balancing problem when task times depend on the worker’s skill level. The objectives of this model are minimization of the number of stations (equivalent to the maximization of the weighted line efficiency), minimization of the weighted smoothness index and minim...
متن کاملMeta-heuristic Algorithms for an Integrated Production-Distribution Planning Problem in a Multi-Objective Supply Chain
In today's globalization, an effective integration of production and distribution plans into a unified framework is crucial for attaining competitive advantage. This paper addresses an integrated multi-product and multi-time period production/distribution planning problem for a two-echelon supply chain subject to the real-world variables and constraints. It is assumed that all transportations a...
متن کاملMulti-objective optimization of compression refrigeration cycle of Unit 132 South Pars refineries
The purpose of this paper is multi-objective optimization of refrigeration cycle by optimization of all components of the cycle contains heat exchangers, air condenser, evaporator and super-heater. Studied refrigeration cycle is compression refrigeration cycle of unit 132 Third refineries in south pars that provide chilled water for cooling refinery equipment's. Cycle will be performed by t...
متن کاملMulti-objective optimization of compression refrigeration cycle of Unit 132 South Pars refineries
The purpose of this paper is multi-objective optimization of refrigeration cycle by optimization of all components of the cycle contains heat exchangers, air condenser, evaporator and super-heater. Studied refrigeration cycle is compression refrigeration cycle of unit 132 Third refineries in south pars that provide chilled water for cooling refinery equipment's. Cycle will be performed by t...
متن کامل