Binary Artificial Bee Colony optimization using bitwise operation

摘要: Proposes a novel Binary Artificial Bee Colony optimization (BitABC) algorithm.BitABC has similar framework to the original ABC.BitABC uses bitwise operation for movements of bees. (ABC) algorithm been applied many scientific and engineering problems its easy use efficiency. However, ABC technique cannot be used in binary search space directly. This paper proposes an effective algorithm, or BitABC, that but employed bees onlooker Experiments have carried out by comparing BitABC with three variants, DisABC, normABC, BinABC, most technique, GA, on set 13 selected benchmark functions. Results show proposed performs better than, at least comparable to, other algorithms terms final solution accuracy, convergence speed, robustness.