Book Volume 2724 2003

Genetic and Evolutionary Computation — GECCO 2003

Genetic and Evolutionary Computation Conference Chicago, IL, USA, July 12–16, 2003 Proceedings, Part II

ISBN: 978-3-540-40603-7 (Print) 978-3-540-45110-5 (Online)

Table of contents (155 chapters)

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  1. Front Matter

    Pages I-XLVII

  2. Genetic Algorithms

    1. Chapter

      Pages 1247-1258

      Design of Multithreaded Estimation of Distribution Algorithms

    2. Chapter

      Pages 1259-1270

      Reinforcement Learning Estimation of Distribution Algorithm

    3. Chapter

      Pages 1271-1282

      Hierarchical BOA Solves Ising Spin Glasses and MAXSAT

    4. Chapter

      Pages 1283-1294

      ERA: An Algorithm for Reducing the Epistasis of SAT Problems

    5. Chapter

      Pages 1295-1306

      Learning a Procedure That Can Solve Hard Bin-Packing Problems: A New GA-Based Approach to Hyper-heuristics

    6. Chapter

      Pages 1307-1319

      Population Sizing for the Redundant Trivial Voting Mapping

    7. Chapter

      Pages 1320-1331

      Non-stationary Function Optimization Using Polygenic Inheritance

    8. Chapter

      Pages 1332-1344

      Scalability of Selectorecombinative Genetic Algorithms for Problems with Tight Linkage

    9. Chapter

      Pages 1345-1356

      New Entropy-Based Measures of Gene Significance and Epistasis

    10. Chapter

      Pages 1357-1368

      A Survey on Chromosomal Structures and Operators for Exploiting Topological Linkages of Genes

    11. Chapter

      Pages 1369-1381

      Cellular Programming and Symmetric Key Cryptography Systems

    12. Chapter

      Pages 1382-1393

      Mating Restriction and Niching Pressure: Results from Agents and Implications for General EC

    13. Chapter

      Pages 1394-1405

      EC Theory: A Unified Viewpoint

    14. Chapter

      Pages 1406-1417

      Real Royal Road Functions for Constant Population Size

    15. Chapter

      Pages 1418-1430

      Two Broad Classes of Functions for Which a No Free Lunch Result Does Not Hold

    16. Chapter

      Pages 1431-1443

      Dimensionality Reduction via Genetic Value Clustering

    17. Chapter

      Pages 1444-1456

      The Structure of Evolutionary Exploration: On Crossover, Buildings Blocks, and Estimation-Of-Distribution Algorithms

    18. Chapter

      Pages 1457-1468

      The Virtual Gene Genetic Algorithm

    19. Chapter

      Pages 1469-1480

      Quad Search and Hybrid Genetic Algorithms

    20. Chapter

      Pages 1481-1492

      Distance between Populations

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