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

Explain Grade of membership model, Grade of membership model: This is the ...

Grade of membership model: This is the general distribution free method for the clustering of the multivariate data in which only categorical variables are included. The model ass

Last observation carried forward, Last observation carried forward is a te...

Last observation carried forward is a technique for replacing the observations of the patients who drop out of the clinical trial carried out over a time period. It consists of su

Design matrix, It is used generally for the matrix which specifies a statis...

It is used generally for the matrix which specifies a statistical model for a set of observations. For instance, in a one-way design with the three observations in one group, tw

Queuing theory, 1) Let N1(t) and N2(t) be independent Poisson processes wit...

1) Let N1(t) and N2(t) be independent Poisson processes with rates, ?1 and ?2, respectively. Let N (t) = N1(t) + N2(t). a) What is the distribution of the time till the next epoch

Student, the problem that demonstrates inference from two dependent samples...

the problem that demonstrates inference from two dependent samples uses hypothetical data from TB vaccinations and the number of new cases before and after vaccinations for cases o

Direct edacyclic graph, Formal graphical representation of the "causal diag...

Formal graphical representation of the "causal diagrams" or the "path diagrams" where the  relationships are directed but acyclic (that is no feedback relations allowed). Plays an

Chance events, Chance events : According to the Cicero these are events whi...

Chance events : According to the Cicero these are events which occurred or will occur in ways which are the uncertain-events which may happen, may not happen, or may happen in some

Barrett and marshall model for conception, Barrett and Marshall Model for c...

Barrett and Marshall Model for conception : A biologically reasonable model for the probability of conception in a particular menstrual cycle, which supposes that the batches of sp

Mixture experiment, Mixture experiment is an experiment in which the two o...

Mixture experiment is an experiment in which the two or more ingredients are blended together to form an end product. The measurements are taken on the several blends of the ingre

General location model, The model for data containing continuous and catego...

The model for data containing continuous and categorical variables both.The categorical data are summarized by the contingency table and their marginal distribution, 182by the mult

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