IEEE Transactions on Evolutionary Computation, Volume 18, Number 5, October 2014

SPECIAL ISSUE ON THEORETICAL FOUNDATIONS OF EVOLUTIONARY COMPUTATION

GUEST EDITORIAL

1. Editorial for the Special Issue on Theoretical Foundations of Evolutionary Computation
Author(s): F. Neumann, B. Doerr, P. K. Lehre, and P. C. Haddow
Pages: 625-627

SPECIAL ISSUE PAPERS

2. Transforming Evolutionary Search into Higher-Level Evolutionary Search by Capturing Problem Structure
Author(s): R. Mills, T. Jansen, and R. A. Watson
Pages: 628-642

3. Convergence of Hypervolume-Based Archiving Algorithms
Author(s): K. Bringmann and T. Friedrich
Pages: 643-657

4. Asymptotic Properties of a Generalized Cross-Entropy Optimization Algorithm
Author(s): Z. Wu and M. Kolonko
Pages: 658-673

5. Reevaluating Immune-Inspired Hypermutations Using the Fixed Budget Perspective
Author(s): T. Jansen and C. Zarges
Pages: 674-688

REGULAR ISSUE PAPERS

6. Differential Evolution With Dynamic Parameters Selection for Optimization Problems
Author(s): R. A. Sarker, S. M. Elsayed, and T. Ray
Pages: 689-707

7. Automated Map Generation for the Physical Traveling Salesman Problem
Author(s): D. Perez, J. Togelius, S. Samothrakis, P. Rohlfshagen, and S. M. Lucas
Pages: 708-720

8. Multilocal Search and Adaptive Niching Based Memetic Algorithm With a Consensus Criterion for Data Clustering
Author(s): W. Sheng, S. Chen, M. Fairhurst, G. Xiao, and J. Mao
Pages: 721-741

9. A Knowledge-Based Evolutionary Multiobjective Approach for Stochastic Extended Resource Investment Project Scheduling
Author(s): J. Xiong, J. Liu, Y. Chen, and H. A. Abbass
Pages: 742-765

10. The Dynamics of Self-Adaptive Multirecombinant Evolution Strategies on the General Ellipsoid Model
Author(s): H.-G. Beyer and A. Melkozerov
Pages: 764-778

11. Genetic Algorithms for Evolving Computer Chess Programs
Author(s): O. E. David, H. J. van den Herik, M. Koppel, and N. S. Netanyahu
Pages: 779-789

COMMENTARY

12. A Comment on “Correlation as a Heuristic for Accurate and Comprehensible Ant Colony Optimization-Based Classifiers”
Author(s): B. Minnaert and D. Martens
Pages: 790