TY - JOUR AU - Manochehri, Kooroush AU - Alizadegan, Amir PY - 2015 TI - Designing and Comparing Classic Versus Quantum Artificial Bee Colony Algorithm JO - Journal of Mathematics and Computer Science SP - 183-192 VL - 14 IS - 3 AB - Artificial Bee Colony (ABC) algorithm is based on natural behavior of honey bees and has earned good success in optimization area. In this paper a new quantum inspired algorithm that is called Quantum Artificial Bee Colony (QABC) is presented. QABC is a general method and in this work it is adapted to be applied on Knapsack 0-1 problem. In the experiments QABC is compared with classic ABC and the results present robustness of QABC. SN - ISSN 2008-949X UR - http://dx.doi.org/10.22436/jmcs.014.03.01 DO - 10.22436/jmcs.014.03.01 ID - Manochehri2015 ER - TY - JOUR TI - Simulation of genetic system by automatic digital computers. I. AU - A. S. Fraser JO - Introduction, Austral. J. Biol. Sci. PY - 1957 DA - 1957// VL - 10 ID - Fraser1957 ER - TY - BOOK TI - Adaptation in Natural and Artificial Systems AU - J. H. Holland PB - University of Michigan Press PY - 1975 DA - 1975// CY - Ann Arbor ID - Holland1975 ER - TY - BOOK TI - Genetic Algorithms in Search, Optimization and Machine Learning AU - D. E. Goldberg PB - Addison-Wesley PY - 1989 DA - 1989// CY - Reading, MA ID - Goldberg1989 ER - TY - BOOK TI - Artificial Intelligence through Simulated Evolution AU - L. J. Fogel AU - A. J. Owens AU - M. J. Walsh PB - Wiley PY - 1966 DA - 1966// CY - New York ID - Fogel1966 ER - TY - BOOK TI - Numerical Optimization of Computer Models AU - H. P. Schwefel PB - Wiley PY - 1977 DA - 1977// CY - New York ID - Schwefel1977 ER - TY - BOOK TI - Genetic Programming: On the Programming of Computers by Means of Natural Selection and Genetics AU - J. R. Koza PB - MIT Press PY - 1992 DA - 1992// CY - Cambridge, MA ID - Koza1992 ER - TY - BOOK TI - Optimization, learning and natural algorithms (in Italian) AU - M. Dorigo PB - PhD Thesis, Politecnico di Milano PY - 1992 DA - 1992// CY - Italy ID - Dorigo1992 ER - TY - JOUR TI - Particle swarm optimization AU - J. Kennedy AU - R. C. Eberhart JO - in: Proc. IEEE Int. Conf. on Neural Networks, WA, Australia PY - 1995 DA - 1995// VL - ID - Kennedy1995 ER - TY - JOUR TI - Differential Evolution – A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces AU - R. Storn AU - K. Price JO - J GLOBAL OPTIM. PY - 1997 DA - 1997// VL - 11 ID - Storn1997 ER - TY - JOUR TI - A powerful and efficient algorithm for numerical function optimization: Artificial Bee Colony (ABC) algorithm AU - D. Karaboga AU - B. Basturk JO - J GLOBAL OPTIM. PY - 2007 DA - 2007// VL - 39 ID - Karaboga2007 ER - TY - JOUR TI - On the performance of Artificial Bee Colony (ABC) algorithm AU - D. Karaboga AU - B. Basturk JO - APPL SOFT COMPUT. PY - 2008 DA - 2008// VL - 8 ID - Karaboga2008 ER - TY - JOUR TI - A comparative study of Artificial Bee Colony algorithm AU - D. Karaboga AU - B. Akay JO - APPL MATH COMPUT. PY - 2009 DA - 2009// VL - 214 ID - Karaboga2009 ER - TY - JOUR TI - A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice AU - K. S. Lee AU - Z. W. Geem JO - Computer Methods in Applied Mechanics and Engineering PY - 2004 DA - 2004// VL - 194 ID - Lee2004 ER - TY - JOUR TI - Polynomial-time algorithms for prime factorization and discrete logarithms on a quantum computer AU - P. W. Shor JO - SIAM Journal on Computing. PY - 1997 DA - 1997// VL - 26 ID - Shor1997 ER - TY - JOUR TI - A fast quantum mechanical algorithm for database search AU - L. K. Grover JO - in: Proceedings of the 28th Annual ACM Symposium on the Theory of Computing, Philadelphia. PY - 1996 DA - 1996// VL - ID - Grover1996 ER - TY - JOUR TI - Quantum-inspired evolutionary algorithm for a class of combinatorial optimization AU - K. H. Han AU - J. H. Kim JO - IEEE Transaction On Evolutionary Computation. PY - 2002 DA - 2002// VL - 6 ID - Han2002 ER - TY - JOUR TI - A Quantum-Inspired Evolutionary Algorithm Based on P systems for Knapsack Problem AU - G. X. Zhang AU - M. Gheorghe AU - C. Z. Wu JO - Fundamenta Informaticae. PY - 2008 DA - 2008// VL - 87 ID - Zhang2008 ER - TY - JOUR TI - A hybrid quantum inspired harmony search algorithm for 0–1 optimization problems AU - A. Layeb JO - Journal of Computational and Applied Mathematics. PY - 2012 DA - 2012// VL - 253 ID - Layeb2012 ER - TY - JOUR TI - A novel quantum swarm evolutionary algorithm and its applications AU - Y. Wang AU - X.Y. Feng JO - NEUROCOMPUTING. PY - 2007 DA - 2007// VL - 70 ID - Wang2007 ER -