Introduction: Land use planning is the process of allocating different land uses and activities to the special land units. By considering the role of industries in development, employment and environment, in this paper industrial and especially intensive energy industries’ planning was considered as a multi objective optimization problem. Although, during the last decades linear programming was used for solving this problem, recent researches trends to use evolutionary algorithms. NSGA-II method has been used in this paper. In this paper Isfahan province has been considered as the case study area. Isfahan, because of its geographical location and infrastructural facilities has been one of the industrial poles. Various data such as main roads, railroads, mines, power transmission lines, gas transmission lines, rivers, faults, lakes, city regions, sensitive ecological areas have been used as factor maps to locate industrial site.