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Contents

• 1  The testprob collection
• 2  Linear Programming
• 3  Mixed-Integer Linear Programming
• 4  Quadratic Programming
• 5  Mixed-Integer Quadratic Programming
• 6  Mixed-Integer Quadratic w QC
• 7  Nonlinear Programming
  • 7.1  An example of a nonlinear problem
  • 7.2  con_prob
  • 7.3  chs_prob
• 8  Mixed-Integer Nonlinear Programming
• 9  Linear Least Squares
• 10  Nonlinear Least Squares Problems
  • 10.1  An example of a (constrained) nonlinear least squares
  • 10.2  cls_prob
  • 10.3  mgh_prob
  • 10.4  ls_prob
• 11  Global Optimization
  • 11.1  Example of a global optimization problem
  • 11.2  glb_prob
  • 11.3  lgo1_prob
  • 11.4  lgo2_prob
  • 11.5  gkls_prob
• 12  Constrained Global Optimization
• 13  Unconstrained Optimization
  • 13.1  An example of a unconstrained optimization problem (with simple bounds)
  • 13.2  uc_prob
  • 13.3  uhs_prob
• 14  Linear Semi-Definite w LMI
• 15  Linear Semi-Definite w BMI
• 16  Constrained Goal Attainment
  • 16.1  An example of a constrained goal attainment problems
  • 16.2  mco_prob
  • 16.3  goals_prob
• 17  Geometric programming
• 18  Exponential Fitting
• 19  Traveling Salesman Problems
• 20  The modellib collection
• 21  Mining and Processing
  • 21.1  Production of alloys
  • 21.2  Animal food Production
  • 21.3  Refinery
  • 21.4  Cane sugar Production
  • 21.5  Opencast mining
  • 21.6  Production of Electricity
• 22  Scheduling
  • 22.1  Construction of a Stadium 1
  • 22.2  Construction of a Stadium 2
  • 22.3  Flow-shop scheduling
  • 22.4  Job Shop Scheduling
  • 22.5  Sequencing jobs on a bottleneck machine
  • 22.6  Paint production
  • 22.7  Assembly line balancing
• 23  Planning
  • 23.1  Planning the production of bicycles
  • 23.2  Production of drinking glasses
  • 23.3  Material Requirement Planning
  • 23.4  Planning the production of electronic components
  • 23.5  Planning the Production of Fiberglass
  • 23.6  Assignment of production batches to machines
• 24  Loading and Cutting
  • 24.1  Wagon load balancing
  • 24.2  Barge loading
  • 24.3  Tank loading
  • 24.4  Backing up files
  • 24.5  Cutting sheet metal
  • 24.6  Cutting steel bars for desk legs
• 25  Ground transport
  • 25.1  Car rental
  • 25.2  Choosing the mode of transport
  • 25.3  Depot location
  • 25.4  Heating oil delivery
  • 25.5  Combining different modes of transport
  • 25.6  Fleet planning for vans
• 26  Air transport
  • 26.1  Flight connections at a hub
  • 26.2  Composing flight crews
  • 26.3  Scheduling flight landings
  • 26.4  Airline hub location
  • 26.5  Planning a flight tour
• 27  Telecommunication
  • 27.1  Network reliability
  • 27.2  Dimensioning of a mobile phone network
  • 27.3  Routing telephone calls
  • 27.4  Construction of a cabled network
  • 27.5  Scheduling of telecommunications via satellite
  • 27.6  Location of GSM transmitters
• 28  Economics
  • 28.1  Choice of loans
  • 28.2  Publicity campaign
  • 28.3  Portfolio selection
  • 28.4  Financing an early retirement
  • 28.5  Family budget
  • 28.6  Choice of expansion projects
  • 28.7  Mean variance portfolio selection
• 29  Timetabling
  • 29.1  Assigning personnel to machines
  • 29.2  Scheduling nurses
  • 29.3  Establishing a college timetable
  • 29.4  Exam scheduling
  • 29.5  Production planning with personnel assignment
  • 29.6  Plan the personnel at a construction site
• 30  Public Services
  • 30.1  Water conveyance
  • 30.2  CCTV surveillance
  • 30.3  Rigging elections
  • 30.4  Gritting roads
  • 30.5  Location of income tax offices
  • 30.6  Efficiency of hospitals
• 31  The additional downloads collection
• 32  Additional linear.
• 33  Additional mixed-integer.
• 34  Additional quadratic.

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