aggregate production planning problem a new algorithm

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Aggregate production planning problem. A new

2004-12-1  Aggregate production planning problem. A new algorithm star Lorena Pradenas 1 Fernando Pe˜nailillo 2 Department of Industrial Engineering and Industrial Engineering Master Program University of Concepci´on, Casilla 160-C, Correo 3, Concepci´on, Chile Jacques Ferland 3 Department of Computer Science and Operations Research University of Montreal, C.P. 6128, Succ.

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Aggregate production planning problem. A new

This article introduces a mathematical model and a heuristic procedure based on Tabu Search for the problem of Aggregate Production Planning at a sawmill to determine the volumes of different products with different tree trunk types and using different cut schemes.

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Solving an aggregate production planning problem

2013-5-25  Abstract: In hierarchical production planning system, Aggregate Production Planning (APP) falls between the broad decisions of long-range planning and the highly specific and detailed short-range planning decisions. This study develops an interactive Multi-Objective Genetic Algorithm (MOGA) approach for solving the multi-product, multi-period aggregate production planning (APP) with

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(PDF) SOLVING AN AGGREGATE PRODUCTION

This APP problem focuses on developing an interactive Fuzzy Based Genetic Algorithm (FBGA) approach to determine the optimum aggregate plan for meeting forecast demand by adjusting regular and overtime production rates, inventory levels, labor levels, subcontracting and backordering rates, and other controllable variables.

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A new hybrid algorithm of simulated annealing and

2017-7-19  Aggregate production planning (APP) is a significant level that seeks efficient production systems. In actual condition, APP decisions, production inputs, A new hybrid algorithm of simulated annealing and simplex downhill for solving multiple-objective aggregate production planning on fuzzy environment SpringerLink

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A bi-objective aggregate production planning

A bi-objective optimization model is developed for an APP problem.Labor learning effect, machine deterioration, and subcontracts are considered.A sub-population genetic algorithm (SPGA) is proposed...

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Aggregate production planning: A literature review

2018-10-31  Pradenas, L., Peñailillo, F., Ferland, J. (2004). Aggregate production planning problem. A new algorithm. Electronic Notes in Discrete Mathematics, 18, 193-199. Rinks, D. B. (1982). The performance of fuzzy algorithm models for aggregate planning under differing cost structures(pp. 267-278). North-Holland Publishing: Amsterdam.

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Solving Aggregate Planning Problem Using LINGO

2017-12-17  The goal of aggregate planning is to maximize profit while meeting demand. Aggregate planning is an operational activity that does an aggregate plan for the production process, in advance of 6 to 18 months, to give an idea to management as to what quantity of materials and other resources are to beprocuredand when, so that the total cost of operations of the organization is kept to the minimum over that period. In this paper we solve a numerical problem

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Aggregate production planning in the automotive

2021-6-26  of Askar et al. (2007) and ongoing criticism of the standard methods in aggregate plan-ning we developed a new Mixed Integer Linear Programming (MIP) modelling approach for the problem of aggregated production planning in the automotive industry. The modelling especially considers the challenges arising from the possible use of exibility

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A multi-objective invasive weed optimization

2019-1-3  This paper addresses a robust multi-objective multi-period aggregate production planning (APP) problem based on different scenarios under uncertain seasonal demand. The main goals are to minimize the total cost including in-house production, outsourcing, workforce, holding, shortage and employment/unemployment costs, and maximize the customers’ satisfaction level.

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(PDF) SOLVING AN AGGREGATE PRODUCTION

This APP problem focuses on developing an interactive Fuzzy Based Genetic Algorithm (FBGA) approach to determine the optimum aggregate plan for meeting forecast demand by adjusting regular and overtime production rates, inventory levels, labor levels, subcontracting and backordering rates, and other controllable variables.

More

Optimal Aggregate Production Planning by using Genetic ...

2016-10-18  Keywords—Aggregate production planning, genetic algorithm. 1. Introduction Aggregate production planning is making a production plan for a product, 6 to 18 months in advance. In today's world where everything is so unstable and unpredictable we cannot make a fixed production plan for a product. It may happen that we

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Modeling and Optimization of Aggregate Production

A model to next section) e.g. production plan in a period, number of optimize the multi-site APP problem by considering a wider veteran and new workers, the production, hours worked, range of constrains describing a two-stage stochastic inventory each day and

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A NEW APPROACH VERSUS BENDERS’ DECOMPOSITION

2021-6-19  Aggregate Production Planning (APP) is an intermediate range production problem (the planning horizon is generally three months to two years), in which one attempts to achieve a (cost– effective) balance between productive capacity, on one hand, and forecasts of fluctuating demand, on the other. The production manager typically has at

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[PDF] Aggregate production planning: A literature

A new hybrid algorithm of simulated annealing and simplex downhill for solving multiple-objective aggregate production planning on fuzzy environment A. A. Zaidan , B. Atiya , M. Bakar , B. Zaidan Computer Science

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Multi-period, Multi-product, Aggregate Production

2020-1-12  Algorithm Optimization (GAO) approach and Big M method are used for solving a real time multi-product, multi-period aggregate production planning (APP) decision problem. The practicality of the proposed model is demonstrated through its application in solving an APP decision problem in an industrial case study.

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Application of Differential Evolution for a Single-Item ...

2009-7-20  algorithm for solving a single-item resource-constrained aggregate production planning (APP) problem. Due to its NP-hardness, we have developed a Differential Evolution (DE) for solving the above model with a real representation of chromosomes, adapting DE with the integer nature of the problem. Experiments were carried

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An Aggregate Production Planning Strategy Selection ...

Aggregate Production Planning Strategy Selection Methodology 137 Choose a convenient forecasting method Figure 1. Diagram of the LPP based APP methodology The total production costs minimization function is modified by inserting worker's payment. Cost of holding workers is embedded to model by the aim of this change.

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Aggregate production planning: A literature review

2018-10-31  Abstract: Aggregate production planning (APP) is concerned with determining the optimum production and workforce levels for each period over the medium term planning horizon.It aims to set overall production levels for each product family to meet fluctuating demand in the near future. APP is one of the most critical areas of production planning systems.

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Aggregate production planning in the automotive

2021-6-26  these requirements put the problem for the mid term planning horizon in the eld of aggregate production planning (APP). Since pioneers such as Holt et al. (1955), Holt et al. (1956) and Hanssmann and Hess (1960) founded the eld, there has been a lot of research on the topic of aggregate pro-duction planning.

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Optimal Aggregate Production Planning by using Genetic ...

2016-10-18  Keywords—Aggregate production planning, genetic algorithm. 1. Introduction Aggregate production planning is making a production plan for a product, 6 to 18 months in advance. In today's world where everything is so unstable and unpredictable we cannot make a fixed production plan for a product. It may happen that we

More

Aggregate Production Planning Using Genetic

1995-6-1  Aggregate Production Planning Using Genetic Algorithms Show all authors. D J Stockton, BSc, MSc ... The aggregate planning process must enable the strategic business objectives of a manufacturing organization to be quickly converted into short-term operational plans that are economical to implement. ... A new hybrid algorithm

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Multi-period, Multi-product, Aggregate Production

2020-1-12  Algorithm Optimization (GAO) approach and Big M method are used for solving a real time multi-product, multi-period aggregate production planning (APP) decision problem. The practicality of the proposed model is demonstrated through its application in solving an APP decision problem in an industrial case study.

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Aggregate Planning Problems And Solutions Stevenson

2021-6-30  problem a new algorithm, 12 1 aggregate planning uwi st augustine, solution manual for operations management 12th edition by, operations management 12th edition by stevenson by william, a solution for the aggregate production planning problem, aggregate planning problem tiij, lesson 16 aggregate planning solutions solved problem 1, pdf a ...

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Application of Differential Evolution for a Single-Item ...

2009-7-20  algorithm for solving a single-item resource-constrained aggregate production planning (APP) problem. Due to its NP-hardness, we have developed a Differential Evolution (DE) for solving the above model with a real representation of chromosomes, adapting DE with the integer nature of the problem. Experiments were carried

More

Modeling and Optimization of Aggregate Production

2017-3-3  aggregate planning. Aggregate planning is essentially a big-picture approach to planning. The purpose of aggregate production planning is to achieve a production plan that will effectively utilize the organizations resource to satisfy expected demand. There are many solving procedure for APP problem but in this paper we have used a new ...

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An Aggregate Production Planning Strategy Selection ...

Aggregate Production Planning Strategy Selection Methodology 137 Choose a convenient forecasting method Figure 1. Diagram of the LPP based APP methodology The total production costs minimization function is modified by inserting worker's payment. Cost of holding workers is embedded to model by the aim of this change.

More

A Search Decision Rule for the Aggregate Scheduling

2019-9-18  A new hybrid algorithm of simulated annealing and simplex downhill for solving multiple-objective aggregate production planning on fuzzy environment 19 July 2017 Neural Computing and Applications, Vol. 31, No. 6

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Aggregate Production Planning For A Pump

2017-12-18  Aggregate Production Planning (APP) is defined as the same time determination of production, the inventory and the workforce levels of a company on a finite time horizon. The aim is to reduce the total overall expenses to meet a no constant demand assuming fixed sale and production capacity. This problem is particularly complex in production

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prodplan.gms : A Production Planning Example

Four solving approaches are presented: 1) Solving the original model as a MIP 2) Solving a tight reformulation as an RMIP 3) Solving a tight reforumulation without stock as an RMIP 4) Solving the original model as an RMIP using a separation algorithm Pochet, Y, and Wolsey, L A, Production Planning by Mixed Integer Programming (Springer Series ...

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