The easiest, cheapest, and most efficient to use is hydroelectric. For that reason, it's already extensively used. Environmentalists who want to use it more for the reasons you suggest, find themselves in battle with other environmentalists who want to preserve 'natural' landscapes, ecosystems, streams, and so on. The latter even want to dismantle existing dams, to restore Hetch Hetchy to its pristine state, and to facilitate salmon migration.
Harnessing wind mars the visual landscape and kills birds.
Photovoltaic is expensive but is making excellent progress, and can generate power where it is needed, requiring less transmission infrastructure, and can be deployed on roofs, where it's not consuming additional land area. It belongs in any serious long-term plan. New construction could easily incorporate solar water heat, and I think it's shameful that this isn't the norm.
It is still not clear that we will ever be able to control fusion for power generation.
Fission is a very appropriate technology, which is now very safe. As it becomes more widely deployed, it will make breeder reactors a more practical and cost-effective means of managing and reducing nuclear 'waste'. There's work happening at the US NIF (National Ignition Facility) in Livermore, California, that looks promising. It uses laser-induced fusion as a neutron source for a more traditional fission reaction. This should allow use of much lower grade fuels, and provide another way of using and managing the 'waste' from traditional fission reactors. It gives the added benefit that the fuels need not be weapons-grade.
But the biggest benefit, especially for the near term, will come from reversing our trend toward the lavish use of energy and its waste. Humans really don't need such a precisely regulated temperature to live and work. Power supply technology is already available that, if standardized and deployed, would let us charge our phones and keep our televisions on standby with only 1% of our electric usage, instead of its present 10%.
You can't blame it all on big oil. We make a big difference with out own personal choices. Rising energy prices will help wean us from our excessive heating and cooling, let us wear more sweaters, and let our bodies relearn how to adjust to varying temperatures. Our thyroids will be healthier for it.