Treffer: Evolutionary program induction directed by logic grammars.
Weitere Informationen
by Wong Man Leung. ; Thesis (Ph.D.)--Chinese University of Hong Kong, 1995. ; Includes bibliographical references (leaves 227-236). ; List of Figures --- p.iii ; List of Tables --- p.vi ; Chapter Chapter 1 : --- Introduction --- p.1 ; Chapter 1.1. --- Automatic programming and program induction --- p.1 ; Chapter 1.2. --- Motivation --- p.6 ; Chapter 1.3. --- Contributions of the research --- p.8 ; Chapter 1.4. --- Outline of the thesis --- p.11 ; Chapter Chapter 2 : --- An Overview of Evolutionary Algorithms --- p.13 ; Chapter 2.1. --- Evolutionary algorithms --- p.13 ; Chapter 2.2. --- Genetic Algorithms (GAs) --- p.15 ; Chapter 2.2.1. --- The canonical genetic algorithm --- p.16 ; Chapter 2.2.1.1. --- Selection methods --- p.21 ; Chapter 2.2.1.2. --- Recombination methods --- p.24 ; Chapter 2.2.1.3. --- Inversion and Reordering --- p.27 ; Chapter 2.2.2. --- Implicit parallelism and the building block hypothesis --- p.28 ; Chapter 2.2.3. --- Steady state genetic algorithms --- p.32 ; Chapter 2.2.4. --- Hybrid algorithms --- p.33 ; Chapter 2.3. --- Genetic Programming (GP) --- p.34 ; Chapter 2.3.1. --- Introduction to the traditional GP --- p.34 ; Chapter 2.3.2. --- Automatic Defined Function (ADF) --- p.41 ; Chapter 2.3.3. --- Module Acquisition (MA) --- p.44 ; Chapter 2.3.4. --- Strongly Typed Genetic Programming (STGP) --- p.49 ; Chapter 2.4. --- Evolution Strategies (ES) --- p.50 ; Chapter 2.5. --- Evolutionary Programming (EP) --- p.55 ; Chapter Chapter 3 : --- Inductive Logic Programming --- p.59 ; Chapter 3.1. --- Inductive concept learning --- p.59 ; Chapter 3.2. --- Inductive Logic Programming (ILP) --- p.62 ; Chapter 3.2.1. --- Interactive ILP --- p.64 ; Chapter 3.2.2. --- Empirical ILP --- p.65 ; Chapter 3.3. --- Techniques and methods of ILP --- p.67 ; Chapter Chapter 4 : --- Genetic Logic Programming and Applications --- p.74 ; Chapter 4.1. --- Introduction --- p.74 ; Chapter 4.2. --- Representations of logic programs --- p.76 ; Chapter 4.3. --- Crossover of logic programs --- p.81 ; Chapter 4.4. ...