Serious criminal offences, like GBH for example, will lead to instant rejection of your application, whilst other convictions, charges and fixed penalties may not. It depends on the nature of these, and the time at which they were issued.
If you fail to declare any convictions, cautions or investigations relating to yourself, a friend or family member on application, you may also be disqualified from the process.