A novel hybrid Cultural Algorithms framework with trajectory-based search for global numerical optimization

[1]  M. Jaberipour,et al.  Two improved harmony search algorithms for solving engineering optimization problems , 2010 .

[2]  Wei Xu,et al.  A multi-population cultural algorithm with adaptive diversity preservation and its application in ammonia synthesis process , 2011, Neural Computing and Applications.

[3]  Lina Wang,et al.  An Improved Particle Swarm Algorithm Based on Cultural Algorithm for Constrained Optimization , 2012 .

[4]  P. N. Suganthan,et al.  Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization , 2009, IEEE Transactions on Evolutionary Computation.

[5]  Jian Cheng,et al.  A novel multi-population cultural algorithm adopting knowledge migration , 2011, Soft Comput..

[6]  Amira Y. Haikal,et al.  Modified cultural-based genetic algorithm for process optimization , 2011 .

[7]  Robert G. Reynolds,et al.  CULTURAL ALGORITHMS: COMPUTATIONAL MODELING OF HOW CULTURES LEARN TO SOLVE PROBLEMS: AN ENGINEERING EXAMPLE , 2005, Cybern. Syst..

[8]  E. Sandgren,et al.  Nonlinear Integer and Discrete Programming in Mechanical Design Optimization , 1990 .

[9]  Chun Chen,et al.  Multiple trajectory search for Large Scale Global Optimization , 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

[10]  H. Loh,et al.  A Sequential Linearization Approach for Solving Mixed-Discrete Nonlinear Design Optimization Problems , 1991 .

[11]  Swagatam Das,et al.  Differential Evolution with Controlled Annihilation and Regeneration of Individuals and A Novel Mutation Scheme , 2013, SEMCCO.

[12]  Shengxiang Yang,et al.  A memetic particle swarm optimization algorithm for multimodal optimization problems , 2011, 2011 Chinese Control and Decision Conference (CCDC).

[13]  Mostafa Z. Ali,et al.  A novel class of niche hybrid Cultural Algorithms for continuous engineering optimization , 2014, Inf. Sci..

[14]  Nikolaus Hansen,et al.  A restart CMA evolution strategy with increasing population size , 2005, 2005 IEEE Congress on Evolutionary Computation.

[15]  Weiling Wang,et al.  Improved cultural algorithms for job shop scheduling problem , 2011 .

[16]  Enrique Alba,et al.  Hybrid PSO6 for hard continuous optimization , 2015, Soft Comput..

[17]  Ponnuthurai N. Suganthan,et al.  A Differential Covariance Matrix Adaptation Evolutionary Algorithm for real parameter optimization , 2012, Inf. Sci..

[18]  Antero Arkkio,et al.  A hybrid optimization method for wind generator design , 2012 .

[19]  Ling Wang,et al.  An effective co-evolutionary particle swarm optimization for constrained engineering design problems , 2007, Eng. Appl. Artif. Intell..

[20]  Sayan Basu Roy,et al.  Improving Adaptive Differential Evolution with Controlled Mutation Strategy , 2012, SEMCCO.

[21]  Kalyanmoy Deb,et al.  A combined genetic adaptive search (GeneAS) for engineering design , 1996 .

[22]  Mostafa Z. Ali,et al.  Cultural Algorithm with improved local search for optimization problems , 2013, 2013 IEEE Congress on Evolutionary Computation.

[23]  Amit Konar,et al.  Differential Evolution Using a Neighborhood-Based Mutation Operator , 2009, IEEE Transactions on Evolutionary Computation.

[24]  F. Wilcoxon Individual Comparisons by Ranking Methods , 1945 .

[25]  K. M. Ragsdell,et al.  Optimal Design of a Class of Welded Structures Using Geometric Programming , 1976 .

[26]  Zhen-gui Xue,et al.  Improved Cultural Algorithm based on Genetic Algorithm , 2007, 2007 IEEE International Conference on Integration Technology.

[27]  Robert G. Reynolds,et al.  Hybrid niche Cultural Algorithm for numerical global optimization , 2013, 2013 IEEE Congress on Evolutionary Computation.

[28]  Charles E. Taylor Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence. Complex Adaptive Systems.John H. Holland , 1994 .

[29]  Leandro dos Santos Coelho,et al.  An Efficient Particle Swarm Optimization Approach Based on Cultural Algorithm Applied to Mechanical Design , 2006, 2006 IEEE International Conference on Evolutionary Computation.

[30]  C. Coello,et al.  Cultured differential evolution for constrained optimization , 2006 .

[31]  Jing J. Liang,et al.  Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization , 2005 .

[32]  G. Tomassetti A cost-effective algorithm for the solution of engineering problems with particle swarm optimization , 2010 .

[33]  Zbigniew Michalewicz,et al.  Evolutionary Algorithms for Constrained Parameter Optimization Problems , 1996, Evolutionary Computation.

[34]  A. Kaveh,et al.  Hybrid charged system search and particle swarm optimization for engineering design problems , 2011 .

[35]  Janez Demsar,et al.  Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..

[36]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[37]  Amir Hossein Gandomi,et al.  Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems , 2011, Engineering with Computers.

[38]  Xin Yao,et al.  An Experimental Study of Hybridizing Cultural Algorithms and Local Search , 2008, Int. J. Neural Syst..

[39]  Amir Hossein Gandomi,et al.  Bat algorithm for constrained optimization tasks , 2012, Neural Computing and Applications.

[40]  Kalyanmoy Deb,et al.  Optimal design of a welded beam via genetic algorithms , 1991 .

[41]  Yang Wang,et al.  Repairing the crossover rate in adaptive differential evolution , 2014, Appl. Soft Comput..

[42]  Long Li,et al.  Differential evolution based on covariance matrix learning and bimodal distribution parameter setting , 2014, Appl. Soft Comput..

[43]  Bruce A. Robinson,et al.  Self-Adaptive Multimethod Search for Global Optimization in Real-Parameter Spaces , 2009, IEEE Transactions on Evolutionary Computation.

[44]  Xin-She Yang,et al.  Chaos-enhanced accelerated particle swarm optimization , 2013, Commun. Nonlinear Sci. Numer. Simul..

[45]  Ibrahim Eksin,et al.  A new optimization method: Big Bang-Big Crunch , 2006, Adv. Eng. Softw..

[46]  R. Reynolds,et al.  Knowledge and population swarms in cultural algorithms for dynamic environments , 2005 .

[47]  Ziad Kobti,et al.  A multi-agent simulation using cultural algorithms: the effect of culture on the resilience of social systems , 2003, The 2003 Congress on Evolutionary Computation, 2003. CEC '03..

[48]  A. Kaveh,et al.  A novel heuristic optimization method: charged system search , 2010 .

[49]  John B. Shoven,et al.  I , Edinburgh Medical and Surgical Journal.

[50]  Michael N. Vrahatis,et al.  Unified Particle Swarm Optimization for Solving Constrained Engineering Optimization Problems , 2005, ICNC.

[51]  Robert G. Reynolds,et al.  Balancing search direction in cultural algorithm for enhanced global numerical optimization , 2014, 2014 IEEE Symposium on Swarm Intelligence.