Agricultural Cybernetics
In: Agriculture Automation and Control Ser.
Intro -- Preface -- Contents -- About the Authors -- Chapter 1: Introduction -- 1.1 What Is Cybernetics? -- 1.2 Evolution of Cybernetics -- 1.2.1 Cybernetics, Wiener 1948 -- 1.2.2 Engineering Cybernetics, Tsien 1954 -- 1.2.3 Cybernetics Specialization and Advancement -- 1.3 Agricultural Cybernetics -- 1.3.1 Evaluation from Mechanized to Smart Agriculture through Precision Agriculture -- 1.3.2 Control and Communication in Agricultural Production Systems -- 1.4 Outline of the Book -- Chapter 2: Mathematics, Statistics, and Representations for Cybernetic Systems -- 2.1 Mathematical Methods -- 2.1.1 Linear Algebra Methods -- 2.1.1.1 Orthogonal Vector and Orthogonal Matrix -- 2.1.1.2 Eigenvector and Eigenvalue -- 2.1.1.3 Singular Value Decomposition -- 2.1.2 Vector Calculus for Gradient -- 2.1.3 Optimization Techniques -- 2.2 Statistical Methods -- 2.2.1 Bayesian Analysis -- 2.2.2 Markov and Hidden Markov Processes -- 2.3 Information Entropy -- 2.4 Representations of Cybernetic Systems -- 2.4.1 Block Diagram Presentation of Cybernetic Systems -- 2.4.2 Mathematical Expression and Transformations -- 2.4.3 Presentations of Agricultural Cybernetic Systems -- 2.4.4 Basic System Configurations and Analysis -- 2.4.5 More Complicated Configurations -- Chapter 3: Control and Communication Characteristics of Agricultural Production Systems -- 3.1 Mathematical Expression of Agricultural Production Systems -- 3.2 Dynamics of Agricultural Production Systems -- 3.3 Systems Parameters and Measurements in Crop Production -- 3.4 Variations, Uncertainties, and Uncontrollable Factors in Crop Production -- 3.5 Controllable Windows of Crop Production Systems -- 3.6 Multi-Stage, Adaptive Control in Crop Production -- 3.6.1 A Raised Problem -- 3.6.2 Stage-Specific Windows of Control in Crop Production -- 3.6.3 Adaptive Control.