Heat oven to 350 degrees F. Heat oil over medium heat; add onion, green pepper, and garlic. Cook until soft, about 8 minutes. Add tomatoes, basil, oregano, chickpeas, and rice. Mix well, season to taste, and turn into greased 2-quart casserole. Top with cheese and olives. Bake just until heated, about 30 minutes.