Optimization of Benchmark Functions using Chemical Reaction Optimization

......................................................................................................................... iii ACKNOWLEDGMENTS .................................................................................................... iv LIST OF TABLES ............................................................................................................... vii LIST OF FIGURES ............................................................................................................ viii

[1]  C. M. Reeves,et al.  Automatic Fundamental Calculations of Molecular Structure , 1956, Nature.

[2]  David H. Wolpert,et al.  No free lunch theorems for optimization , 1997, IEEE Trans. Evol. Comput..

[3]  Takumi Ichimura,et al.  Learning of neural networks with parallel hybrid GA using a royal road function , 1998, 1998 IEEE International Joint Conference on Neural Networks Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36227).

[4]  Gilbert Syswerda,et al.  The Application of Genetic Algorithms to Resource Scheduling , 1991, International Conference on Genetic Algorithms.

[5]  R. Hodgson Memetic algorithms and the molecular geometry optimization problem , 2000, Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No.00TH8512).

[6]  Thomas Stützle,et al.  Ant Colony Optimization Theory , 2004 .

[7]  Victor O. K. Li,et al.  Chemical Reaction Optimization for population transition in peer-to-peer live streaming , 2010, IEEE Congress on Evolutionary Computation.

[8]  Byoung-Tak Zhang,et al.  Multiobjective evolutionary optimization of DNA sequences for reliable DNA computing , 2005, IEEE Transactions on Evolutionary Computation.

[9]  Muriel Médard,et al.  Evolutionary Approaches To Minimizing Network Coding Resources , 2007, IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications.

[10]  Victor O. K. Li,et al.  Chemical Reaction Optimization: a tutorial , 2012, Memetic Computing.

[11]  John Levine,et al.  A hybrid ant algorithm for scheduling independent jobs in heterogeneous computing environments , 2004 .

[12]  Nair Maria Maia de Abreu,et al.  A survey for the quadratic assignment problem , 2007, Eur. J. Oper. Res..

[13]  David S. Johnson,et al.  Computers and Intractability: A Guide to the Theory of NP-Completeness , 1978 .

[14]  Erik Demeulemeester,et al.  Project scheduling : a research handbook , 2002 .

[15]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

[16]  Nigel Shadbolt From the Editor in Chief: Nature-Inspired Computing , 2004, IEEE Intell. Syst..

[17]  Ben Y. Zhao,et al.  Utilization and fairness in spectrum assignment for opportunistic spectrum access , 2006, Mob. Networks Appl..

[18]  A. Roli,et al.  Metaheuristics for the Portfolio Selection Problem , 2008 .

[19]  Victor O. K. Li,et al.  Chemical-Reaction-Inspired Metaheuristic for Optimization , 2010, IEEE Transactions on Evolutionary Computation.

[20]  L. Darrell Whitley,et al.  Scheduling Problems and Traveling Salesmen: The Genetic Edge Recombination Operator , 1989, International Conference on Genetic Algorithms.

[21]  Mohamed E. El-Hawary,et al.  A Survey of Particle Swarm Optimization Applications in Electric Power Systems , 2009, IEEE Transactions on Evolutionary Computation.

[22]  Kay Chen Tan,et al.  A Multi-Facet Survey on Memetic Computation , 2011, IEEE Transactions on Evolutionary Computation.

[23]  A. Searcy,et al.  Thermodynamics. An Advanced Treatment for Chemists and Physicists. , 1958 .

[24]  Xin Yao,et al.  Evolutionary programming made faster , 1999, IEEE Trans. Evol. Comput..

[25]  Jing Cao,et al.  Minimum Interference Channel Assignment in Multiradio Wireless Mesh Networks , 2008, IEEE Transactions on Mobile Computing.

[26]  Monique Snoeck,et al.  Classification With Ant Colony Optimization , 2007, IEEE Transactions on Evolutionary Computation.

[27]  Nicola Secomandi,et al.  Comparing neuro-dynamic programming algorithms for the vehicle routing problem with stochastic demands , 2000, Comput. Oper. Res..

[28]  Ismail A. Ismail,et al.  Game Theory Using Genetic Algorithms , 2007, World Congress on Engineering.

[29]  I-Cheng Yeh Hybrid Genetic Algorithms for Optimization of Truss Structures , 1999 .

[30]  Shiro Usui,et al.  Mutation-based genetic neural network , 2005, IEEE Transactions on Neural Networks.

[31]  Goldberg,et al.  Genetic algorithms , 1993, Robust Control Systems with Genetic Algorithms.