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

File drawer problem, The problem that the studies are not uniformly probabl...

The problem that the studies are not uniformly probable to be published in the scientific journals. There is evidence that the statistical significance is a main determining factor

Pasture trials, Pasture trials is the study in which the pastures are subj...

Pasture trials is the study in which the pastures are subjected to number of treatments (types of forage, animal management systems, agronomic treatments, and many more)The grazin

Non-identified response, Non-identified response is a term used to signify...

Non-identified response is a term used to signify censored observations in survival data, which are not independent of the endpoint of the interest. Such observations can happen f

Bayesian network, Bayesian network : It is essentially an expert system in ...

Bayesian network : It is essentially an expert system in which the uncertainty is dealt with using the conditional probabilities and Bayes' Theorem. Formally such type of network c

Product-limit estimator, Product-limit estimator is a method for estimatin...

Product-limit estimator is a method for estimating the survival functions for the set of survival times, some of which might be censored observations. The logic behind the procedu

Design, Difference between tretment design and experimental design

Difference between tretment design and experimental design

Math, A standard IQ test has a mean of 98 and a standard deviation of 16. W...

A standard IQ test has a mean of 98 and a standard deviation of 16. We want to be 99% certain that we are within 8 IQ points of the true mean. Determine the sample size

Glejsers test, The Null Hypothesis - H0:  There is no heteroscedasticity i....

The Null Hypothesis - H0:  There is no heteroscedasticity i.e. β 1 = 0 The Alternative Hypothesis - H1:  There is heteroscedasticity i.e. β 1 0 Reject H0 if |t | > t = 1.96

Hirap, #q A paper mill products two grade of paper viz., X & Y. Because of ...

#q A paper mill products two grade of paper viz., X & Y. Because of raw material restriction, it cannot produce more than 400 tons of grade X paper & 300 tons of grade Y paper in a

Em algorithm, The method or technique for producing the sequence of paramet...

The method or technique for producing the sequence of parameter estimates that, under the mild regularity conditions, converges to maximum likelihood estimator. Of particular signi

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