Parameter Optimization Study of Gas Hydrate Reservoir Development Based on a Surrogate Model Assisted Particle Swarm Algorithm

Figure 2

Evolution of surrogate model.

(a) After10 iterations of Yu’s method

(b) After 40 iterations of Yu’s method

(c) After 10 iterations of i-SAPSO method

(d) After 40 iterations of i-SAPSO method