Problem on integer linear regression


Assignment:

ASW Publishing Inc., a small publisher of textbooks, must make a decision regarding which books to publish next year. The books under consideration are listed in the following table, along with the projected three year sales expected from each book:

Book Subject                          Type of Book              Projected Sales (1000's)

Business Calculus                   New                            20

Finite Math                             Revision                      30

General Statistics                    New                            15

Mathematical Statistics           New                            10

Business Statistics                   Revision                      25

Finance                                    New                            18

Financial Accounting              New                            25

Managerial Accounting           Revision                      50

English Literature                   New                            20

German                                   New                            30

The books listed as revisions are texts that ASW already has under contract; these texts are being considered for publications as new editions.  The books that are listed as new have been reviewed by the company, but contract have not yet been signed. 

Three individuals in the company can be assigned to these projects, all of whom have varying amounts of time available; John has 60 days available, and Susan and Monica both have 40 days available.  The days required by each person to complete each project are shown in the following table.  For instance, if the business calculus is published, it will require 30 days of John's time and 40 days of Susan's time.  An "X" indicates that the person will not be used on the project.  Note that at least two staff members will be assigned to each project except the finance book.

Book Subject

John

Susan

Monica

Business Calculus

30

40

X

Finite Math

16

24

X

General Statistics

24

X

30

Math Statistics

20

X

24

Business Statistics

10

X

16

Finance

X

X

14

Financial Accounting

X

24

26

Managerial Accounting

X

28

30

English Literature

40

34

30

German

X

50

36

ASW will not publish more than two statistics books or more than one accounting text in a single year.  In addition, management decided that one of the mathematics textbooks (business calculus or finite math) must be published, but not both. 

Managerial Report

Prepare a report for the managing editor of ASW that describes your findings and recommendations regarding the best publication strategy for next year.  In carrying out your analysis, assume that the fixed costs and sales revenue per unit are approximately equal for all books; management is interested primarily in maximizing total unit sales volume.  The managing editor also asked that you include recommendations regarding the following possible changes.

  1. If it would be advantageous to do so, Susan can be moved off another project to allow her to work 12 more days.
  2. If it would be advantageous to do so, Monica can also be made available for another 10 days.
  3. If one or more of the revisions could be postponed for another year, should they be?  Clearly the company will risk losing market share by postponing a revision.

Formulate a integer linear program, use Lindo to determine optimal levels and provide an analysis.

Provide complete and step by step solution for the question and show calculations and use formulas.

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Mathematics: Problem on integer linear regression
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