An Efficient Binary Differential Evolution with Parameter Adaptation

References

• Das , S. and Suganthan , P. N. 2011 . Differential evolution - a survey of the state-of-the-art . IEEE Transactions on Evolutionary Computation , 15 ( 1 ) : 4 – 31 .
   Web of Science ®Google Scholar
• Das , S. , Abraham , A. , Chakraborty , U. K. and Konar , A. 2009 . Differential evolution using a neighborhood-based mutation operator . IEEE Transactions on Evolutionary Computation , 13 ( 3 ) : 526 – 52 .
   Web of Science ®Google Scholar
• Price , K. , Storn , R. and Lampinen , J. 2005 . Differential Evolution: A Practical Approach to Global Optimization , 1st ed , New York : Springer-Verlag .
   Google Scholar
• Storn , R and Price , K . 1997 . Differential evolution - A simple and efficient heuristic for global optimization over continuous spaces . Journal of Global Optimization , 11 ( 4 ) : 341 – 359 .
   Web of Science ®Google Scholar
• Storn R. and Price K , Minimizing the real functions of the ICEC'96 contest by differential evolution , Proceedings of IEEE International Conference on Evolutionary Computation , Nagoya , , Japan , 1996 , pp. 842 – 844 .
   Google Scholar
• Dasgupta S. , Biswas A. , Das S. and Abraham A , Modeling and analysis of the population dynamics of differential evolution algorithm , AI Communications - The European Journal on Artificial Intelligence , IOS Press, Netherlands , 22 1 2009 1 – 20
   Google Scholar
• Das , S. and Sil , S. 2010 . Kernel-induced fuzzy clustering of image pixels with an improved differential evolution algorithm . Information Sciences , 180 ( 8 ) : 1237 – 1256 .
   Google Scholar
• Joshi , R. and Sanderson , A. C. 1999 . Minimal representation multisensory fusion using differential evolution . IEEE Transaction on. Systems, Man and Cybern. Part A , 29 ( 1 ) : 63 – 76 .
   Google Scholar
• Nearchou , A.C. 2008 . A differential evolution approach for the common due date early/tardy job scheduling problem . Computers & Operations Research, 2008 , 35 ( 4 ) : 1329 – 1343 .
   Google Scholar
• Pan , Q.K. , Wang , L. and Qian , B. 2009 . A novel differential evolution algorithm for bi-criteria no-wait flow shop scheduling problems . Computers & Operations Research , 36 ( 8 ) : 2498 – 2511 .
   Web of Science ®Google Scholar
• Qian , B. , Wang , L. , Huang , D.X. , Wang , W.L. and Wang , X. 2009 . An effective hybrid DE-based algorithm for multi- objective flow shop scheduling with limited buffers . Computers & Operations Research , 36 ( 1 ) : 209 – 233 .
   Web of Science ®Google Scholar
• Tasgetiren , M.F. , Pan , Q.K. and Liang , Y.C. 2009 . A discrete differential evolution algorithm for the single machine total weighted tardiness problem with sequence dependent setup times . Computers & Operations Research , 36 ( 6 ) : 1900 – 1915 .
   Web of Science ®Google Scholar
• Wang , Y. , Li , B. and Weise , T. 2010 . Estimation of distribution and differential evolution cooperation for large scale economic load dispatch optimization of power systems . Information Sciences , 180 ( 12 ) : 2405 – 2420 .
   Google Scholar
• Zhang , J. , Avasarala , V. and Subbu , R. 2010 . Evolutionary optimization of transition probability matrices for credit decision-making . European Journal of Operational Research , 20 ( 2 ) : 557 – 567 .
   Google Scholar
• Zhang , M. , Luo , W. and Wang , X.F. 2008 . Differential evolution with dynamic stochastic selection for constrained optimization . Information Sciences , 178 ( 15 ) : 3043 – 3074 .
   Web of Science ®Google Scholar
• Qin A. K. Suganthan P. N. Self-adaptive differential evolution algorithm for numerical optimization , in Proceedings of IEEE Congress on Evolutionary Computation 2005 2 1785 1791
   Google Scholar
• Liu , J. and Lampinen , J. 2005 . A fuzzy adaptive differential evolution algorithm . Soft Comput.: Fusion Found., Methodologies Applicat. , 9 ( 6 ) : 448 – 462 .
   Web of Science ®Google Scholar
• Zhang , J.Q. and Sanderson , A. C. 2009 . JADE: Adaptive Differential Evolution with Optional External Archive . IEEE Transactions on Evolutionary Computation , 13 ( 5 ) : 945 – 958 .
   Web of Science ®Google Scholar
• Brest , J. , Greiner , S. , Boskovic , B. , Mernik , M. and Zumer , V. 2006 . Selfadapting control parameters in differential evolution: A comparative study on numerical benchmark problems . IEEE Transactions on Evolutionary Computation , 10 ( 6 ) : 646 – 657 .
   Web of Science ®Google Scholar
• Brest J. , Zamuda A. , Boskovic B. , Maucec M. S. , Zumer V High-dimensional Real-parameter Optimization Using Self-adaptive Differential Evolution Algorithm with Population Size Reduction , 2008 IEEE World Congress on Computational Intelligence , 2008 , pp. 2032 – 2039 .
   Google Scholar
• He X. , Zhang Q. , Sun N. , Dong Y , Feature selection with discrete binary differential evolution . International Conference on Artificial Intelligence and Computational Intelligence . 2009 , pp. 327 – 330 .
   Google Scholar
• Dutta , S. and Datta , D. 2012 . A Binary-Real-Coded Differential Evolution for Unit Commitment Problem . International Journal of Electrical Power & Energy Systems , 42 ( 1 ) : 517 – 524 .
   Google Scholar
• Gong T. and Tuson A , Differential Evolution of Binary Encoding , Soft Computing in Industrial Application , ASC39 , 2007 , pp. 251 – 262
   Google Scholar
• Kennedy J. and Eberhart R , A Discrete Binary Version of the Particle Swarm Algorithm , Proceedings of the World Multiconference on Systemics , Cybernetics and Informatics , 1997 , pp. 4104 – 4109
   Google Scholar
• Engelbrecht A.P. , Pampara G , Binary Differential Evolution Strategies[A] , IEEE Congress on Evolutionary Computation[C] , Singapore , 2007 . 1942 – 1947
   Google Scholar
• Dejong K.A. Spears W.M. An analysis of the interacting roles of population size and crossover in Genetic Algorithms Proceedings of the first workshop on parallel problem solving from nature Springer-Verlag Berlin 1990 38 47
   Google Scholar
• Yao , X. , Liu , Y. and Lin , G. 1999 . Evolutionary programming made faster . IEEE Transactions on Evolutionary Computation , 3 ( 2 ) : 82 – 102 .
   Web of Science ®Google Scholar
• Shang , Y. W. and Qiu , Y.H. 2006 . A note on the extended rosenbrock function . Evol. Comput , 14 ( 1 ) : 119 – 126 .
   PubMed Web of Science ®Google Scholar
• Martello , S. , Pisinger , D. and Toth , P. 2000 . New trends in exact algorithm for 0-1 knapsack problem . European journal of operation research , 123 ( 2 ) : 325 – 332 .
   Web of Science ®Google Scholar