RATIONALE: Drugs used in chemotherapy, such as docetaxel and trabectedin, work in different ways to stop the growth of tumor cells, either by killing the cells or by stopping them from dividing. Colony-stimulating factors, such as G-CSF and pegfilgrastim, may help the immune system recover from the side effects of chemotherapy. Giving combination chemotherapy together with G-CSF or pegfilgrastim may kill more tumor cells. PURPOSE: This phase II trial is studying the side effects and how well giving docetaxel and trabectedin together with G-CSF or pegfilgrastim works in treating patients with recurrent or persistent ovarian epithelial cancer, fallopian tube cancer, or primary peritoneal cavity cancer.