IEEE Transactions on Evolutionary Computation, 1089-778X

Journal

Publications

  1. Published

    A Framework for Evolutionary Optimisation with Approximate Fitness Functions

    1 Oct 2002, In: IEEE Transactions on Evolutionary Computation. 6, 5, p. 481-494 14 p.

    Research output: Contribution to journalArticle

  2. E-pub ahead of print

    A Survey on Evolutionary Computation Approaches to Feature Selection

    Xin Yao, 30 Nov 2015, (E-pub ahead of print) In: IEEE Transactions on Evolutionary Computation. 99, 20 p.

    Research output: Contribution to journalArticlepeer-review

  3. Published

    A fast and elitist multi-objective genetic algorithm: NSGA-II

    Kalyanmoy Deb, 1 Apr 2002, In: IEEE Transactions on Evolutionary Computation. 6, 2, p. 182-197 16 p.

    Research output: Contribution to journalArticle

  4. Published

    A new dominance relation-based evolutionary algorithm for many-objective optimization

    Xin Yao, Feb 2016, In: IEEE Transactions on Evolutionary Computation. 20, 1, p. 16-37

    Research output: Contribution to journalArticlepeer-review

  5. Published

    A new memetic algorithm with fitness approximation for the defect-tolerant logic mapping in crossbar-based nanoarchitectures

    Xin Yao, 1 Dec 2014, In: IEEE Transactions on Evolutionary Computation. 18, 6, p. 846-859 14 p., 6655961.

    Research output: Contribution to journalArticlepeer-review

  6. Published

    A novel evolutionary data mining algorithm with applications to churn prediction

    Xin Yao, 1 Dec 2003, In: IEEE Transactions on Evolutionary Computation. 7, 6, p. 532-545 14 p.

    Research output: Contribution to journalArticle

  7. Published

    A runtime analysis of evolutionary algorithms for constrained optimization problems

    Jun He, 1 Oct 2007, In: IEEE Transactions on Evolutionary Computation. 11, 5, p. 608-619 12 p.

    Research output: Contribution to journalArticle

  8. Published
  9. Published

    An Evolutionary Clustering Algorithm for Gene Expression Microarray Data Analysis

    Xin Yao, 1 Jan 2006, In: IEEE Transactions on Evolutionary Computation. 10, 3, p. 296-314 19 p.

    Research output: Contribution to journalArticle

  10. Published

    An Evolutionary Multi-objective Approach to Sparse Reconstruction

    Xin Yao, Rustam Stolkin & Shan He, 25 Nov 2014, In: IEEE Transactions on Evolutionary Computation. 18, 6, p. 827-845

    Research output: Contribution to journalArticlepeer-review

  11. Published

    An improved and more scalable evolutionary approach to multiobjective clustering

    Joshua Knowles, 9 Aug 2017, In: IEEE Transactions on Evolutionary Computation. PP, 99, 20 p.

    Research output: Contribution to journalArticlepeer-review

  12. Published

    Analysis of Computational Time of Simple Estimation of Distribution Algorithms

    Xin Yao, 1 Feb 2010, In: IEEE Transactions on Evolutionary Computation. 14, 1, p. 1-22 22 p.

    Research output: Contribution to journalArticle

  13. Published
  14. Published

    Average Drift Analysis and Population Scalability

    Xin Yao, Jun 2017, In: IEEE Transactions on Evolutionary Computation. 21, 3, p. 426-439 26 p.

    Research output: Contribution to journalArticlepeer-review

  15. E-pub ahead of print

    Balancing Convergence and Diversity in Decomposition-Based Many-Objective Optimizers

    Xin Yao, 9 Jun 2015, (E-pub ahead of print) In: IEEE Transactions on Evolutionary Computation. 19 p.

    Research output: Contribution to journalArticlepeer-review

  16. Published

    Behavioral Diversity, Choices and Noise in the Iterated Prisoner's Dilemma

    Xin Yao, 1 Dec 2005, In: IEEE Transactions on Evolutionary Computation. 9, 6, p. 540-551 12 p.

    Research output: Contribution to journalArticle

  17. Published

    Continued Evolution of Evolutionary Computation-Transition to a New Editor-in-Chief

    Xin Yao, 1 Dec 2008, In: IEEE Transactions on Evolutionary Computation. 12, 6, p. 661 1 p.

    Research output: Contribution to journalEditorial

  18. Published

    Convex Hull-Based Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance

    Xin Yao, 1 Apr 2015, In: IEEE Transactions on Evolutionary Computation. 19, 2, p. 188-200 13 p., 6762993.

    Research output: Contribution to journalArticlepeer-review

  19. Published

    Cooperative co-evolution with differential grouping for large scale optimization

    Xin Yao, Jun 2014, In: IEEE Transactions on Evolutionary Computation. 18, 3, p. 378-393 16 p., 6595612.

    Research output: Contribution to journalArticlepeer-review

  20. Published
  21. Published

    Cooperative coevolution with route distance grouping for large-scale capacitated arc routing problems

    Xin Yao, 2014, In: IEEE Transactions on Evolutionary Computation. 18, 3, p. 435-449 15 p., 6595573.

    Research output: Contribution to journalArticlepeer-review

  22. Published
  23. E-pub ahead of print

    DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization

    Mohammad Nabi Omidvar & Xin Yao, 25 Apr 2017, (E-pub ahead of print) In: IEEE Transactions on Evolutionary Computation.

    Research output: Contribution to journalArticlepeer-review

  24. Published
  25. Published

    Decomposition-Based Memetic Algorithm for Multiobjective Capacitated Arc Routing Problem

    Xin Yao, 1 Apr 2011, In: IEEE Transactions on Evolutionary Computation. 15, 2, p. 151-165 15 p.

    Research output: Contribution to journalArticle

  26. E-pub ahead of print

    Dynamic Multi-Objectives Optimization with a Changing Number of Objectives

    Xin Yao, 24 Mar 2017, (E-pub ahead of print) In: IEEE Transactions on Evolutionary Computation. 33 p.

    Research output: Contribution to journalArticlepeer-review

  27. Published
  28. Published

    Escaping local optima using crossover with emergent diversity

    Per Kristian Lehre, Jun 2018, In: IEEE Transactions on Evolutionary Computation. 22, 3, p. 484 - 497 14 p.

    Research output: Contribution to journalArticlepeer-review

  29. Published
  30. Published
  31. Published
  32. Published

    Evolving Least Squares Support Vector Machines for Stock Market Trend Mining

    Huanhuan Chen, 1 Feb 2009, In: IEEE Transactions on Evolutionary Computation. 13, 1, p. 87-102 16 p.

    Research output: Contribution to journalArticle

  33. Published

    Frequency fitness assignment

    Xin Yao, 27 Mar 2014, In: IEEE Transactions on Evolutionary Computation. 18, 2, p. 226-243 18 p., 6476662.

    Research output: Contribution to journalArticlepeer-review

  34. Published
  35. Published
  36. Published

    Group Search Optimizer: An Optimization Algorithm Inspired by Animal Searching Behavior

    Shan He, 1 Oct 2009, In: IEEE Transactions on Evolutionary Computation. 13, 5, p. 973-990 18 p.

    Research output: Contribution to journalArticle

  37. Published

    Improving Generalization Performance in Co-Evolutionary Learning

    Peter Tino & Xin Yao, 1 Feb 2012, In: IEEE Transactions on Evolutionary Computation. 16, 1, p. 70-85 16 p.

    Research output: Contribution to journalArticle

  38. Published

    Level-based analysis of genetic algorithms and other search processes

    Per Kristian Lehre, Oct 2018, In: IEEE Transactions on Evolutionary Computation. 22, 5, p. 707 - 719 13 p.

    Research output: Contribution to journalArticlepeer-review

  39. E-pub ahead of print

    MUMI: Multitask module identification for biological networks

    Shan He, 7 Nov 2019, (E-pub ahead of print) In: IEEE Transactions on Evolutionary Computation.

    Research output: Contribution to journalArticlepeer-review

  40. Published

    Measuring Generalization Performance in Co-evolutionary Learning

    Peter Tino & Xin Yao, 1 Aug 2008, In: IEEE Transactions on Evolutionary Computation. 12, 4, p. 479-505 27 p.

    Research output: Contribution to journalArticle

  41. Published

    Memetic Algorithm With Extended Neighborhood Search for Capacitated Arc Routing Problems

    Xin Yao, 1 Oct 2009, In: IEEE Transactions on Evolutionary Computation. 13, 5, p. 1151-1166 16 p.

    Research output: Contribution to journalArticle

  42. Published

    Meta-heuristic algorithms in car engine design : a literature survey

    Mohammad Tayaraninajaran, Xin Yao & Hongming Xu, 1 Oct 2015, In: IEEE Transactions on Evolutionary Computation. 19, 5, p. 609-629 21 p.

    Research output: Contribution to journalArticlepeer-review

  43. Published

    Multi-line distance minimization: a visualized many-objective test problem suite

    Miqing Li & Xin Yao, Feb 2018, In: IEEE Transactions on Evolutionary Computation. 22, 1, p. 61-78 18 p.

    Research output: Contribution to journalArticlepeer-review

  44. Published

    Multiple Choices and Reputation in Multiagent Interactions

    Siang Yew Chong & Xin Yao, 1 Jan 2007, In: IEEE Transactions on Evolutionary Computation. 11, 6, p. 689-711 23 p.

    Research output: Contribution to journalArticle

  45. Published

    On the Easiest and Hardest Fitness Functions

    Xin Yao, 1 Apr 2015, In: IEEE Transactions on Evolutionary Computation. 19, 2, p. 295-305 11 p., 6800034.

    Research output: Contribution to journalArticlepeer-review

  46. Published
  47. Published

    Parallel black-box complexity with tail bounds

    Per Kristian Lehre, 4 Dec 2019, In: IEEE Transactions on Evolutionary Computation. p. 1-15 15 p.

    Research output: Contribution to journalArticlepeer-review

  48. E-pub ahead of print

    Pareto or non-pareto: bi-criterion evolution in multiobjective optimization

    Miqing Li, 4 Dec 2015, (E-pub ahead of print) In: IEEE Transactions on Evolutionary Computation. 20, 5, p. 645-665 21 p.

    Research output: Contribution to journalArticlepeer-review

  49. Published

    Population-Based Algorithm Portfolios for Numerical Optimization

    Xin Yao, 1 Oct 2010, In: IEEE Transactions on Evolutionary Computation. 14, 5, p. 782-800 19 p.

    Research output: Contribution to journalArticle

  50. Published

    Population-Based Incremental Learning with Associative Memory for Dynamic Environments

    Xin Yao, 1 Oct 2008, In: IEEE Transactions on Evolutionary Computation. 12, 5, p. 542-561 20 p.

    Research output: Contribution to journalArticle

  51. Published
  52. Published

    Reevaluating immune-inspired hypermutations using the fixed budget perspective

    Christine Zarges, 1 Oct 2014, In: IEEE Transactions on Evolutionary Computation. 18, 5, p. 674-688 15 p., 6879426.

    Research output: Contribution to journalArticlepeer-review

  53. Published

    Reusing genetic programming for ensemble selection in classification of unbalanced data

    Xin Yao, 1 Dec 2014, In: IEEE Transactions on Evolutionary Computation. 18, 6, p. 893-908 16 p., 6677603.

    Research output: Contribution to journalArticlepeer-review

  54. Published

    Robust optimization over time: problem difficulties and benchmark problems

    Xin Yao, 1 Oct 2015, In: IEEE Transactions on Evolutionary Computation. 19, 5, p. 731-745

    Research output: Contribution to journalArticlepeer-review

  55. Published
  56. Published

    Shift-based density estimation for Pareto-Based algorithms in many-objective optimization

    Miqing Li, 1 Jun 2014, In: IEEE Transactions on Evolutionary Computation. 18, 3, p. 348-365 18 p.

    Research output: Contribution to journalArticlepeer-review

  57. Published

    Stable matching-based selection in evolutionary multiobjective optimization

    Miqing Li, 31 Dec 2014, In: IEEE Transactions on Evolutionary Computation. 18, 6, p. 909-923 15 p., 6678563.

    Research output: Contribution to journalArticlepeer-review

  58. Published

    Stochastic Ranking Algorithm for Many-Objective Optimization Based on Multiple Indicators

    Xin Yao, 1 Dec 2016, In: IEEE Transactions on Evolutionary Computation. 20, 6, p. 924 - 938 15 p.

    Research output: Contribution to journalArticlepeer-review

  59. E-pub ahead of print

    Turning high-dimensional optimization into computationally expensive optimization

    Xin Yao, 22 Feb 2017, (E-pub ahead of print) In: IEEE Transactions on Evolutionary Computation.

    Research output: Contribution to journalArticlepeer-review

  60. E-pub ahead of print

    Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization

    Ke Li & Xin Yao, 19 Jul 2018, (E-pub ahead of print) In: IEEE Transactions on Evolutionary Computation. p. 1-1

    Research output: Contribution to journalArticlepeer-review

  61. Published

    Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization

    Xin Yao, 1 Aug 2015, In: IEEE Transactions on Evolutionary Computation. 19, 4, p. 524-541 18 p., 6883177.

    Research output: Contribution to journalArticlepeer-review