Public pension plans are lifting hedge-fund investment, seeking to boost long-term returns despite losses suffered in some funds in the financial crisis.

Also, pension officials are using the historically strong returns of hedge funds to justify a rosier future outlook for their investment returns. By generating more gains from their investments, pension funds can avoid the politically unpalatable position of having to raise more money via higher taxes or bigger contributions from employees or reducing benefits for the current...