Develop an algebraic linear programming model, Advanced Statistics

Assignment Help:

Duck Lovers Unlimited (DLU) Inc. assembles specially configured light jet aircrafts for airborne duck hunting. The quarterly demand forecasts for the upcoming fiscal year are:

Quarter:                      1                        2                      3                  4               

Forecast (units):         11                       17                     8                  15

It takes an average of 2500 direct labor hours to assemble each aircraft. Currently, 48 full-time production workers are employed by DLU, working a single 8-hour shift each day. As of now, there is no inventory of completed or semi-finished units. Demand backlogging is possible, but 20% of backlogged demand eventually turns out to be lost sales, representing an opportunity loss of $80,000 per unit (aircraft). Under-time or overtime work may be resorted to, the latter being restricted to 4 hours per day for each worker. The average regular time labor wage rate is $10/hour, with a 50% premium for overtime work. Finished goods inventory holding costs are $16,000/unit/year and backordering costs are estimated to be $9,500/quarter for each aircraft. The inventory holding and backlogging costs, if any, are charged to end-of-quarter finished goods inventories and backorders, respectively. The workforce size can be varied through hires or layoffs (done at the beginning of any quarter) at $3,200 or $3,000, respectively, per worker. For simplicity, assume that there are about 500 regular-time hours in a typical quarter. Material and overhead costs per aircraft amount to $20,000. 

(a) Using the information given above, develop a minimum-cost, 4-quarter aggregate sales and operations plan (SOP) for DLU, such that the workforce size is constant throughout the year (after initial hires or layoffs, as necessary), allowing no overtime, backorders, lost sales or part-time employees. Summarize your SOP in a tabular format shown below and compute the resulting total relevant cost for the next fiscal year.

Demand          Production      Ending Inventory        Workforce

Quarter      (Units)                (Units)                (Units)                 (No. of Workers)

      1               11

      2               17

      3                8

      4               15                                                                                                   _

(b) In order to cope with demand uncertainty, DLU management has decided on a safety stock policy, requiring that at the end of each quarter, the planned finished goods inventory be at least 10% of that quarter's demand forecast. Repeat part (a) with this policy in effect.

(c) Removing all restrictions outlined in part (a), but with the safety stock policy (b) in effect, develop an algebraic linear programming model ( i.e. clearly define all decision variables used and formulate the objective function and all constraints) for determining the optimal SOP for DLU. Solve this model using Excel/Solver, showing the optimal aggregate plan and the resulting minimum total relevant cost for the next fiscal year.


Related Discussions:- Develop an algebraic linear programming model

Coplot, This is the powerful visualization tool for studying how the respon...

This is the powerful visualization tool for studying how the response relies on an explanatory variable given the values of other explanatory variables. The plot comprises of a num

Cumulative frequency distribution, The tabulation of a sample of observatio...

The tabulation of a sample of observations in terms of numbers falling below particular values. The empirical equivalent of the growing probability distribution. An example of such

Categorical variable, Categorical variable : A variable which provides the ...

Categorical variable : A variable which provides the appropriate label of observation after the allocation to one of the several possible categories, for instance, the respiratory

Reliability theory, Reliability theory is the theory which attempts to det...

Reliability theory is the theory which attempts to determine the reliability of the complex system from knowledge of the reliabilities of the components. Interest might centre on

Recursive models, Recursive models are the statistical models in which the...

Recursive models are the statistical models in which the causality flows in one direction, that is models which include only unidirectional effects. Such type of models do not inc

Quantitative Methods, After graduating from Tech Julia was unable to find r...

After graduating from Tech Julia was unable to find regular employment and approached the Director of Athletics at Tech to request that she remain a vendor of the following year.

Naor''s distribution, Naor's distribution is the discrete probability dist...

Naor's distribution is the discrete probability distribution which arises from the following model; Assume an urn contains n balls of which one is red and the remainder is whit

Probit analysis, Probit analysis  is the technique most commonly employed i...

Probit analysis  is the technique most commonly employed in the bioassay, specifically toxicological experiments where the group of animals is subjected to known levels of a toxin

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd