Intelligent Optimization Strategies in Uncertain and Dynamic Environments

[Morrison1999] A test problem generator for non-stationary environments, Morrison, R. W., and De Jong K. A. , Evolutionary Computation, 1999. CEC 99. Proceedings of the 1999 Congress on, Volume 3, p.2047-2053, (1999)

[Morrison2004] Designing Evolutionary Algorithms for Dynamic Environments, Morrison, Ronald W. , (2004)

[Ursem2002] Analysis and modeling of control tasks in dynamic systems, Ursem, R. K., Krink T., Jensen M. T., and Michalewicz Z. , Evolutionary Computation, IEEE Transactions on, Aug, Volume 6, Number 4, p.378-389, (2002)

[Li2008] A Generalized Approach to Construct Benchmark Problems for Dynamic Optimization, Li, Changhe, and Yang Shengxiang , Simulated Evolution and Learning, Volume 5361, p.391-400, (2008)

[Rand2005] Shaky Ladders, Hyperplane-Defined Functions and Genetic Algorithms: Systematic Controlled Observation in Dynamic Environments, Rand, William, and Riolo Rick , Applications on Evolutionary Computing, Volume 3449, p.600-609, (2005)

[Rand2006] The Effect of Building Block Construction on the Behavior of the {GA} in Dynamic Environments: A Case Study Using the Shaky Ladder Hyperplane-Defined Functions, Rand, William, and Riolo Rick , Applications of Evolutionary Computing, Volume 3907, p.776-787, (2006)

[Tinos2007c] Continuous dynamic problem generators for evolutionary algorithms, Tinos, R., and Yang Shengxiang , Evolutionary Computation, 2007. CEC 2007. IEEE Congress on, Sept., p.236-243, (2007)

[Rohlfshagen2009] The Dynamic Knapsack Problem Revisited: A New Benchmark Problem for Dynamic Combinatorial Optimisation, Rohlfshagen, Philipp, and Yao Xin , Applications of Evolutionary Computing, p.745-754, (2009)

[Trojanowski2009] Immune-based algorithms for dynamic optimization, Trojanowski, Krzysztof, and Wierzchon Slawomir T. , Information Sciences, Volume 179, Number 10, p.1495-1515, (2009)

[Yang2005] Experimental study on population-based incremental learning algorithms for dynamic optimization problems, Yang, Shengxiang, and Yao Xin , Soft Computing, Volume 9, Number 11, Berlin, Heidelberg, p.815-834, (2005)