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in each computer as discussed in Chaprer 3. Thus, only small sized vectors are exchanged in order<br />

to rninimize communication load When the algorithm is executed to the end <strong>of</strong> the cycle and the<br />

ciifference between the upper bound and the lower bound <strong>of</strong> the original problem is still larger<br />

than a predetetmined small tolerance. then the algorithm will start another cycle with a new cut<br />

using the CPXaddrows() routine and a new proposal using the CPXaddcols() routine from the<br />

CPLEX Callable Libnry.<br />

Since the size <strong>of</strong> the whole C codes <strong>of</strong> WSET and WATPAR are very large. only the core<br />

parts <strong>of</strong> the codes are presented with detailed explmation in appendix A.<br />

5.2 The Test Problems and Results <strong>of</strong> the Experiment<br />

In order CO make sure that our dilgoxithm converges to an optimal solution in a finite<br />

number <strong>of</strong> itentions. we have tested seved rnodels such as the small 'Toy Energy Planning"<br />

model (TEP) enplained in the previous section (Figure 5.1). a North Amencan Energy Planning<br />

modei (NEP) [Fuller. 19921, a Hydro-Electric Power Generaion model (HEPG 1) pirge et ai.,<br />

19991 and a huge Financial Planning mode1 (FP) [Fragniere et al., 1998b1. Because TEP and<br />

NXP are multi-regional energy planning models. they can be natunlly phtioned into re@ons.<br />

HEPGL and FP ye stochastic linear p mmng models. so they can be divided into scenarios.<br />

HEFW is rewrinen with different formulation and data, in the format <strong>of</strong> a scenario formulation<br />

with the nonuiticipativity constnints as linking constraînts: this is called HEPGî. The NI details<br />

<strong>of</strong> models except N A3 (whose description is very len-@y and complex) are available in<br />

Appendix B.

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