Background: In this research work algorithm based genetic technique used to identify the arises of a oil spill in the marine world. Oil spills affect the lifecycle of marine animals which is considered a deadly environment for ecosystems as well as marine animals. Sources of oil spills divided into three categories sea-based, natural, and land-based sources.