** Case study background and problem formulations**

Instructions for optimization with PSG Run-File, PSG MATLAB Toolbox, PSG MATLAB Subroutines and PSG R.

PROBLEM: problem_linear

PROBLEM: problem_linear

minimizing linear

subject to

b1 ≤Ax ≤b2 (multiple linear constraints)

Box constraints (types of variables)

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Linear = Linear function

Box constraints = constraints on individual decision variables

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# of Variables |
# of Scenarios |
Objective Value |
Solving Time, PC 3.14GHz (sec) |
||||

Dataset1 | 158 | N/A | 0.003127 | 33.45 | |||
---|---|---|---|---|---|---|---|

Environments |
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Run-File | Problem Statement | Data | Solution | ||||

Matlab Toolbox | Data | ||||||

Matlab Subroutines | Matlab Code | Data | |||||

R | R Code | Data |

Download other datasets in Run-File Environment.

Instructions for importing problems from Run-File to PSG MATLAB.

Problem Datasets | # of Variables | # of Scenarios | Objective Value | Solving Time, PC 2.83GHz (sec) | |||
---|---|---|---|---|---|---|---|

Dataset2 | Problem statement | Data | Solution | 158 | N/A | 0.000218 | 6.56 |

Dataset3 | Problem statement | Data | Solution | 158 | N/A | 0.000015 | 9.41 |

Dataset4 | Problem statement | Data | Solution | 158 | N/A | 0.000006 | 13.11 |

Dataset5 | Problem statement | Data | Solution | 158 | N/A | 0.000003 | 12.93 |

Dataset6 | Problem statement | Data | Solution | 158 | N/A | 0.00001 | 8.37 |

Dataset7 | Problem statement | Data | Solution | 158 | N/A | 1.0269e-06 | 7.43 |

Dataset8 | Problem statement | Data | Solution | 158 | N/A | 0.000006 | 16.32 |

Dataset9 | Problem statement | Data | Solution | 158 | N/A | 0.000013 | 13.5 |

Dataset10 | Problem statement | Data | Solution | 158 | N/A | 1.3339e-05 | 17.35 |

Dataset11 | Problem statement | Data | Solution | 158 | N/A | 1.4316e-05 | 19.64 |

Dataset12 | Problem statement | Data | Solution | 158 | N/A | 1.6291e-05 | 28.29 |

Dataset13 | Problem statement | Data | Solution | 158 | N/A | 0.00002 | 2.83 |

Dataset14 | Problem statement | Data | Solution | 158 | N/A | 0.000026 | 18.04 |

Dataset15 | Problem statement | Data | Solution | 158 | N/A | 0.000037 | 8.11 |

Dataset16 | Problem statement | Data | Solution | 158 | N/A | 0.000053 | 10.31 |

Dataset17 | Problem statement | Data | Solution | 158 | N/A | 0.000079 | 14.77 |

CASE STUDY SUMMARY

CASE STUDY SUMMARY

This Case Study demonstrates optimization of parameters of hinged beam under the influence of a number of periodic concentrated forces for excitation and formation of wave motion. The use of mathematical methods that lead to optimization problems is the traditional problems in the design of mechanical devices with optimum characteristics specified criterial (Balandin (1995), Komkov (1972)). However, in some cases, an optimization approach leads to mixed multi-extremal problems of constrained minimization of functionals, which are difficult to solve (Banichuk (1990), Banichuk, and Klimov (1991)). In this case study we consider a model problem of the vibrations of hinged beam under the influence of a number of periodic concentrated forces. The problem is to choose the parameters of force influence (amount of forces, their amplitudes, phases, and points of their application) to install the vibrations of a beam well (according to some criterion) met the specified parameters waveform.

The Case Study solves the problem for a fixed frequency (k = 2.5) with a serial relaxing constraints imposed on the amount of forces (I = 2, 3, 5, 6, 7, 8, 9, 10). Besides we solve the problem to determine the optimal characteristics for 5 forces (I = 5) within a frequency range comprising the resonance (k = 2.1, 2.3, 2.5, 2.7, 2.9, 3.1, 3.3, 3.5, 3.7).

**References**

• Balandin D. (1995), “On the optimal vibration absorption in elastic objects”. Applied Mathematics and Mechanics, Vol. 59, # З (In Russian).

• Komkov V. (1972), Optimal control theory for the damping of vibrations of simple elastic systems. Springer Verlag. Berlin. Heidelberg, New York.

• Banichuk N.V. (1990), Introduction to Optimization of Structures, Springer-Verlag, New York.

• Banichuk N.V., and D.M.Klimov (1991), Dynamical Problems of Rigid-Elastic Systems and Structures, Springer-Verlag, , New York.