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• W1167169918 abstract "VI DEDICATION VII ACKNOWLEDGEMENTS VIII LIST OF TABLES XII LIST OF FIGURES XV 1. INTRODUCTION 1 1.1. MOTIVATION 1 1.2. OBJECTIVE 2 1.3. CONTRIBUTIONS OF THE THESIS 4 1.4. OUTLINE OF THESIS 6 2. BACKGROUND AND LITERATURE REVIEW 7 2.1. ARTIFICIAL LIFE 7 2.2. ALIFE FOR ECOLOGICAL MODELING 8 2.2.1. Tierra 9 2.2.2. Avida 10 2.2.3. Echo 11 2.2.4. Polyworld 11 2.2.5. Framsticks 12 2.2.6. Sugarscape 13 2.2.7. Other predator‐prey simulations 14 2.3. ECOSIM 14 2.3.1 Purpose 15 2.3.2 Entities, state variables, and scales 16 2.3.3 Process overview and scheduling 18 2.3.4 Design concepts 19 2.3.4.1 Basic principles 19 2.3.4.2 Emergence 22 2.3.4.3 Adaptation 23 2.3.4.4 Fitness 24 2.3.4.5 Prediction 24 2.3.4.6 Sensing 24 2.3.4.7 Interaction 25 2.3.4.8 Stochasticity 26 2.3.4.9 Collectives 26 2.3.4.10 Observation 27 2.3.5 Initialization and input data 27 2.3.6 Submodels 28 3. RULE EXTRACTION 36" @default.
• W1167169918 created "2016-06-24" @default.
• W1167169918 creator A5090376288 @default.
• W1167169918 date "2015-01-01" @default.
• W1167169918 modified "2023-09-27" @default.
• W1167169918 title "Individual-Based Modeling and Data Analysis of Ecological Systems Using Machine Learning Techniques" @default.
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