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Systems Theory and Science
1. General Systems Theory
1.1 History and Development
1.1.1 Ludwig von Bertalanffy
1.1.2 Kenneth Boulding
1.1.3 Anatol Rapoport
1.1.4 Ralph Gerard
1.2 Key Concepts
1.2.1 Holism
1.2.2 Emergence
1.2.3 Hierarchy
1.2.4 Feedback Loops
1.2.5 Equifinality
1.2.6 Open and Closed Systems
1.3 Applications
1.3.1 Biology
1.3.2 Ecology
1.3.3 Psychology
1.3.4 Sociology
1.3.5 Economics
1.3.6 Engineering
2. Cybernetics
2.1 History and Development
2.1.1 Norbert Wiener
2.1.2 W. Ross Ashby
2.1.3 Heinz von Foerster
2.1.4 Stafford Beer
2.2 Key Concepts
2.2.1 Control Theory
2.2.2 Information Theory
2.2.3 Feedback Mechanisms
2.2.4 Homeostasis
2.2.5 Self-Organization
2.2.6 Autopoiesis
2.3 Applications
2.3.1 Robotics
2.3.2 Artificial Intelligence
2.3.3 Management Cybernetics
2.3.4 Biocybernetics
2.3.5 Sociocybernetics
3. Chaos Theory
3.1 History and Development
3.1.1 Edward Lorenz
3.1.2 Benoit Mandelbrot
3.1.3 Mitchell Feigenbaum
3.1.4 Robert May
3.2 Key Concepts
3.2.1 Nonlinearity
3.2.2 Sensitivity to Initial Conditions
3.2.3 Strange Attractors
3.2.4 Fractals
3.2.5 Bifurcations
3.2.6 Self-Similarity
3.3 Applications
3.3.1 Weather Forecasting
3.3.2 Population Dynamics
3.3.3 Economic Modeling
3.3.4 Fluid Dynamics
3.3.5 Cryptography
4. Complexity Theory
4.1 History and Development
4.1.1 Santa Fe Institute
4.1.2 Stuart Kauffman
4.1.3 John Holland
4.1.4 Murray Gell-Mann
4.2 Key Concepts
4.2.1 Complex Adaptive Systems
4.2.2 Emergence
4.2.3 Self-Organization
4.2.4 Networks
4.2.5 Agent-Based Modeling
4.2.6 Fitness Landscapes
4.3 Applications
4.3.1 Evolutionary Biology
4.3.2 Neuroscience
4.3.3 Social Sciences
4.3.4 Organizational Theory
4.3.5 Urban Planning
5. Network Science
5.1 History and Development
5.1.1 Leonhard Euler
5.1.2 Paul Erdős
5.1.3 Duncan Watts
5.1.4 Albert-László Barabási
5.2 Key Concepts
5.2.1 Graph Theory
5.2.2 Small-World Networks
5.2.3 Scale-Free Networks
5.2.4 Centrality Measures
5.2.5 Community Detection
5.2.6 Network Dynamics
5.3 Applications
5.3.1 Social Networks
5.3.2 Biological Networks
5.3.3 Technological Networks
5.3.4 Transportation Networks
5.3.5 Epidemiology
6. Information Theory
6.1 History and Development
6.1.1 Claude Shannon
6.1.2 Harry Nyquist
6.1.3 Ralph Hartley
6.1.4 Norbert Wiener
6.2 Key Concepts
6.2.1 Entropy
6.2.2 Mutual Information
6.2.3 Channel Capacity
6.2.4 Coding Theory
6.2.5 Data Compression
6.2.6 Algorithmic Information Theory
6.3 Applications
6.3.1 Telecommunications
6.3.2 Cryptography
6.3.3 Machine Learning
6.3.4 Bioinformatics
6.3.5 Neuroscience
7. Game Theory
7.1 History and Development
7.1.1 John von Neumann
7.1.2 Oskar Morgenstern
7.1.3 John Nash
7.1.4 Reinhard Selten
7.2 Key Concepts
7.2.1 Nash Equilibrium
7.2.2 Prisoner's Dilemma
7.2.3 Cooperative Games
7.2.4 Non-Cooperative Games
7.2.5 Evolutionary Game Theory
7.2.6 Mechanism Design
7.3 Applications
7.3.1 Economics
7.3.2 Political Science
7.3.3 Psychology
7.3.4 Evolutionary Biology
7.3.5 Computer Science
8. Control Theory
8.1 History and Development
8.1.1 James Clerk Maxwell
8.1.2 Edward Routh
8.1.3 Harry Nyquist
8.1.4 Rudolf Kalman
8.2 Key Concepts
8.2.1 Feedback Control
8.2.2 Stability Analysis
8.2.3 Optimal Control
8.2.4 Adaptive Control
8.2.5 Robust Control
8.2.6 Nonlinear Control
8.3 Applications
8.3.1 Aerospace Engineering
8.3.2 Robotics
8.3.3 Process Control
8.3.4 Automotive Engineering
8.3.5 Biomedical Engineering
9. Dynamical Systems Theory
9.1 History and Development
9.1.1 Henri Poincaré
9.1.2 Aleksandr Lyapunov
9.1.3 Stephen Smale
9.1.4 Vladimir Arnold
9.2 Key Concepts
9.2.1 Phase Space
9.2.2 Attractors
9.2.3 Bifurcations
9.2.4 Lyapunov Stability
9.2.5 Ergodic Theory
9.2.6 Hamiltonian Systems
9.3 Applications
9.3.1 Physics
9.3.2 Chemistry
9.3.3 Biology
9.3.4 Economics
9.3.5 Neuroscience
10. Operations Research
10.1 History and Development
10.1.1 Frederick Winslow Taylor
10.1.2 George Dantzig
10.1.3 Russell Ackoff
10.1.4 Jay Forrester
10.2 Key Concepts
10.2.1 Linear Programming
10.2.2 Queuing Theory
10.2.3 Inventory Theory
10.2.4 Decision Analysis
10.2.5 Simulation
10.2.6 Markov Decision Processes
10.3 Applications
10.3.1 Supply Chain Management
10.3.2 Transportation
10.3.3 Healthcare
10.3.4 Manufacturing
10.3.5 Military Operations
11. Systems Engineering
11.1 History and Development
11.1.1 Bell Labs
11.1.2 NASA
11.1.3 INCOSE
11.1.4 Department of Defense
11.2 Key Concepts
11.2.1 Requirements Engineering
11.2.2 System Architecture
11.2.3 System Integration
11.2.4 Verification and Validation
11.2.5 Risk Management
11.2.6 Life Cycle Management
11.3 Applications
11.3.1 Aerospace
11.3.2 Automotive
11.3.3 Telecommunications
11.3.4 Energy Systems
11.3.5 Defense Systems
12. System Dynamics
12.1 History and Development
12.1.1 Jay Forrester
12.1.2 Donella Meadows
12.1.3 Peter Senge
12.1.4 John Sterman
12.2 Key Concepts
12.2.1 Stocks and Flows
12.2.2 Feedback Loops
12.2.3 Delays
12.2.4 Nonlinearities
12.2.5 Mental Models
12.2.6 Policy Analysis
12.3 Applications
12.3.1 Business Strategy
12.3.2 Public Policy
12.3.3 Environmental Management
12.3.4 Healthcare
12.3.5 Urban Planning
13. Living Systems Theory
13.1 History and Development
13.1.1 James Grier Miller
13.1.2 Fritjof Capra
13.1.3 Humberto Maturana
13.1.4 Francisco Varela
13.2 Key Concepts
13.2.1 Autopoiesis
13.2.2 Dissipative Structures
13.2.3 Self-Organization
13.2.4 Cognition
13.2.5 Structural Coupling
13.2.6 Enaction
13.3 Applications
13.3.1 Ecology
13.3.2 Evolutionary Biology
13.3.3 Neuroscience
13.3.4 Immunology
13.3.5 Sociology
14. Synergetics
14.1 History and Development
14.1.1 Hermann Haken
14.1.2 Ilya Prigogine
14.1.3 Manfred Eigen
14.1.4 Peter Schuster
14.2 Key Concepts
14.2.1 Order Parameters
14.2.2 Slaving Principle
14.2.3 Instabilities
14.2.4 Pattern Formation
14.2.5 Cooperative Phenomena
14.2.6 Synergetic Computers
14.3 Applications
14.3.1 Laser Physics
14.3.2 Fluid Dynamics
14.3.3 Superconductivity
14.3.4 Morphogenesis
14.3.5 Neuroscience
15. Catastrophe Theory
15.1 History and Development
15.1.1 René Thom
15.1.2 E.C. Zeeman
15.1.3 Vladimir Arnold
15.1.4 Tim Poston
15.2 Key Concepts
15.2.1 Catastrophe Manifolds
15.2.2 Control Parameters
15.2.3 Bifurcation Sets
15.2.4 Butterfly Catastrophe
15.2.5 Cusp Catastrophe
15.2.6 Swallowtail Catastrophe
15.3 Applications
15.3.1 Structural Stability
15.3.2 Morphogenesis
15.3.3 Psychology
15.3.4 Sociology
15.3.5 Economics
16. Soft Systems Methodology
16.1 History and Development
16.1.1 Peter Checkland
16.1.2 Brian Wilson
16.1.3 Jim Scholes
16.1.4 Fran Ackermann
16.2 Key Concepts
16.2.1 Rich Pictures
16.2.2 CATWOE Analysis
16.2.3 Root Definitions
16.2.4 Conceptual Models
16.2.5 Comparison
16.2.6 Action to Improve
16.3 Applications
16.3.1 Organizational Change
16.3.2 Information Systems
16.3.3 Environmental Management
16.3.4 Healthcare
16.3.5 Education
17. Viable System Model
17.1 History and Development
17.1.1 Stafford Beer
17.1.2 Raúl Espejo
17.1.3 Roger Harnden
17.1.4 Allenna Leonard
17.2 Key Concepts
17.2.1 System 1: Operations
17.2.2 System 2: Coordination
17.2.3 System 3: Control
17.2.4 System 4: Intelligence
17.2.5 System 5: Policy
17.2.6 Recursive Structure
17.3 Applications
17.3.1 Organizational Cybernetics
17.3.2 Management Cybernetics
17.3.3 Governance
17.3.4 Sustainable Development
17.3.5 Sociocybernetics
18. Socio-Technical Systems Theory
18.1 History and Development
18.1.1 Tavistock Institute
18.1.2 Fred Emery
18.1.3 Eric Trist
18.1.4 Enid Mumford
18.2 Key Concepts
18.2.1 Joint Optimization
18.2.2 Autonomous Work Groups
18.2.3 Redundancy of Functions
18.2.4 Minimal Critical Specification
18.2.5 Boundary Management
18.2.6 Incompletion
18.3 Applications
18.3.1 Organizational Design
18.3.2 Job Design
18.3.3 Technology Implementation
18.3.4 Participatory Design
18.3.5 Action Research
19. Second-Order Cybernetics
19.1 History and Development
19.1.1 Heinz von Foerster
19.1.2 Humberto Maturana
19.1.3 Francisco Varela
19.1.4 Gordon Pask
19.2 Key Concepts
19.2.1 Observing Systems
19.2.2 Autopoiesis
19.2.3 Organizational Closure
19.2.4 Structural Coupling
19.2.5 Eigenbehaviors
19.2.6 Conversation Theory
19.3 Applications
19.3.1 Epistemology
19.3.2 Family Therapy
19.3.3 Education
19.3.4 Artificial Intelligence
19.3.5 Design
20. Evolutionary Systems Theory
20.1 History and Development
20.1.1 Ervin Laszlo
20.1.2 Erich Jantsch
20.1.3 Vilmos Csanyi
20.1.4 David Loye
20.2 Key Concepts
20.2.1 Micro-Evolution
20.2.2 Macro-Evolution
20.2.3 Quantum Evolution
20.2.4 Evolutionary Learning
20.2.5 Evolutionary Ethics
20.2.6 Evolutionary Consciousness
20.3 Applications
20.3.1 Futures Studies
20.3.2 Sustainable Development
20.3.3 Evolutionary Economics
20.3.4 Evolutionary Psychology
20.3.5 Cosmic Evolution
21. Autopoiesis
21.1 History and Development
21.1.1 Humberto Maturana
21.1.2 Francisco Varela
21.1.3 Ricardo Uribe
21.1.4 Niklas Luhmann
21.2 Key Concepts
21.2.1 Self-Production
21.2.2 Organizational Closure
21.2.3 Structural Determinism
21.2.4 Structural Coupling
21.2.5 Cognition
21.2.6 Consensual Domains
21.3 Applications
21.3.1 Biology
21.3.2 Neuroscience
21.3.3 Sociology
21.3.4 Law
21.3.5 Management
22. Dissipative Structures Theory
22.1 History and Development
22.1.1 Ilya Prigogine
22.1.2 Grégoire Nicolis
22.1.3 Isabelle Stengers
22.1.4 Hermann Haken
22.2 Key Concepts
22.2.1 Thermodynamic Equilibrium
22.2.2 Non-Equilibrium Thermodynamics
22.2.3 Entropy Production
22.2.4 Bifurcations
22.2.5 Self-Organization
22.2.6 Emergence
22.3 Applications
22.3.1 Chemical Reactions
22.3.2 Fluid Dynamics
22.3.3 Laser Physics
22.3.4 Ecology
22.3.5 Social Systems
23. Fractal Geometry
23.1 History and Development
23.1.1 Benoit Mandelbrot
23.1.2 Gaston Julia
23.1.3 Pierre Fatou
23.1.4 Wacław Sierpiński
23.2 Key Concepts
23.2.1 Self-Similarity
23.2.2 Scaling Laws
23.2.3 Fractal Dimension
23.2.4 Iterative Functions
23.2.5 Chaos Game
23.2.6 L-Systems
23.3 Applications
23.3.1 Computer Graphics
23.3.2 Image Compression
23.3.3 Antenna Design
23.3.4 Geology
23.3.5 Physiology
24. Artificial Life
24.1 History and Development
24.1.1 Christopher Langton
24.1.2 John von Neumann
24.1.3 Stephen Wolfram
24.1.4 Thomas Ray
24.2 Key Concepts
24.2.1 Cellular Automata
24.2.2 Genetic Algorithms
24.2.3 Agent-Based Models
24.2.4 Digital Evolution
24.2.5 Artificial Chemistry
24.2.6 Synthetic Biology
24.3 Applications
24.3.1 Origin of Life
24.3.2 Evolutionary Computation
24.3.3 Robotics
24.3.4 Artificial Societies
24.3.5 Art and Design
25. Swarm Intelligence
25.1 History and Development
25.1.1 Gerardo Beni
25.1.2 Jing Wang
25.1.3 Marco Dorigo
25.1.4 Eric Bonabeau
25.2 Key Concepts
25.2.1 Self-Organization
25.2.2 Stigmergy
25.2.3 Ant Colony Optimization
25.2.4 Particle Swarm Optimization
25.2.5 Bee Algorithms
25.2.6 Flocking Algorithms
25.3 Applications
25.3.1 Optimization
25.3.2 Robotics
25.3.3 Telecommunications
25.3.4 Data Mining
25.3.5 Logistics
26. Quantum Systems Theory
26.1 History and Development
26.1.1 Niels Bohr
26.1.2 Werner Heisenberg
26.1.3 Erwin Schrödinger
26.1.4 John von Neumann
26.2 Key Concepts
26.2.1 Quantum States
26.2.2 Superposition
26.2.3 Entanglement
26.2.4 Quantum Measurement
26.2.5 Quantum Information
26.2.6 Quantum Computation
26.3 Applications
26.3.1 Quantum Cryptography
26.3.2 Quantum Teleportation
26.3.3 Quantum Sensing
26.3.4 Quantum Simulation
26.3.5 Quantum Biology
27. Ecological Systems Theory
27.1 History and Development
27.1.1 Eugene Odum
27.1.2 Howard T. Odum
27.1.3 Ramon Margalef
27.1.4 C.S. Holling
27.2 Key Concepts
27.2.1 Ecosystem Structure
27.2.2 Ecosystem Function
27.2.3 Energy Flow
27.2.4 Nutrient Cycling
27.2.5 Ecological Succession
27.2.6 Resilience
27.3 Applications
27.3.1 Conservation Biology
27.3.2 Ecosystem Management
27.3.3 Ecological Engineering
27.3.4 Agroecology
27.3.5 Urban Ecology
28. Evolutionary Game Theory
28.1 History and Development
28.1.1 John Maynard Smith
28.1.2 George R. Price
28.1.3 Peter D. Taylor
28.1.4 Martin A. Nowak
28.2 Key Concepts
28.2.1 Evolutionarily Stable Strategies
28.2.2 Replicator Dynamics
28.2.3 Hawk-Dove Game
28.2.4 Prisoner's Dilemma
28.2.5 Cooperation
28.2.6 Evolutionary Dynamics
28.3 Applications
28.3.1 Evolutionary Biology
28.3.2 Behavioral Ecology
28.3.3 Economics
28.3.4 Sociology
28.3.5 Artificial Intelligence
29. Biosemiotics
29.1 History and Development
29.1.1 Jakob von Uexküll
29.1.2 Thomas A. Sebeok
29.1.3 Jesper Hoffmeyer
29.1.4 Kalevi Kull
29.2 Key Concepts
29.2.1 Umwelt
29.2.2 Semiosis
29.2.3 Zoosemiotics
29.2.4 Phytosemiotics
29.2.5 Endosemiotics
29.2.6 Semiotic Scaffolding
29.3 Applications
29.3.1 Theoretical Biology
29.3.2 Cognitive Science
29.3.3 Ecology
29.3.4 Anthropology
29.3.5 Philosophy of Biology
30. Integral Theory
30.1 History and Development
30.1.1 Ken Wilber
30.1.2 Jean Gebser
30.1.3 Sri Aurobindo
30.1.4 Clare W. Graves
30.2 Key Concepts
30.2.1 AQAL Framework
30.2.2 Holons and Holarchies
30.2.3 Levels of Consciousness
30.2.4 Lines of Development
30.2.5 States of Consciousness
30.2.6 Types and Typologies
30.3 Applications
30.3.1 Integral Psychology
30.3.2 Integral Ecology
30.3.3 Integral Politics
30.3.4 Integral Spirituality
30.3.5 Integral Education
This map provides a comprehensive overview of the vast field of systems theory and science, covering a wide range of disciplines, key concepts, and applications. It is by no means exhaustive, as the field continues to evolve and expand, with new theories, methodologies, and applications emerging regularly. However, it serves as a solid foundation for understanding the breadth and depth of this interdisciplinary domain, and how its various branches interconnect and inform one another.