The　mechanism　of　the　impact　of　inter-firm　social　networks　on　innovation　capabilities　has　attracted　much　research　from　both　theoretical　and　empirical　perspectives.　However,　as　a　special　emerged　and　developing　complex　production　system,　how　the　scenario　factors　affect　the　relationship　between　these　variables　has　not　yet　been　analyzed.　This　study　identified　several　scenario　factors　which　can　affect　the　firm＇s　technological　innovation　capabilities.　Take　the　manufacturing　scenario　in　China　as　an　example,　combined　with　the　need　for　firms＇　ambidexterity　innovation　and　green　innovation　capability,　a　multi-objective　simulation　model　is　constructed.　Past　empirical　analysis　results　on　the　relationship　between　inter-firm　social　network　factors　and　innovation　capabilities　are　used　in　the　model.　In　addition,　a　numerical　analysis　was　conducted　using　data　from　the　Chinese　auto　manufacturing　industry.　The　results　of　the　simulation　model　led　to　several　optimization　strategies　for　firms　that　are　in　a　dilemma　of　development　in　the　manufacturing　scenario.