- You are talking about the application of general systems theory.
- You would like to learn to apply 'systems thinking' principals and analysis in many domains or to new problems
- You would like to learn to model systems
- It is also important to note in many domains there are specific branches of systems theory that may be more applicable. https://en.wikipedia.org/wiki/List_of_types_of_systems_theor...
- You could spend an entire lifetime learning in this field as many have done.
Types of systems:
Systems can be broken down by multiple dimensions:
Systems thinking approaches:
- Hard systems thinking
- Systems dynamics
- Complexity Theory
- Soft Systems
- Emancipatory systems thinking
- Postmodern systems thinking
Learning More about Systems Thinking:
- A great website is the systems thinker, that covers quite a bit of topics. The articles are actually archives of a newsletter called "The systems thinker" https://thesystemsthinker.com/
- To get an overview of various approaches to systems thinking from an organizational perspective:
Systems Thinking: Creative Holism for Managers by Michael C. Jackson. https://www.amazon.com/Systems-Thinking-Creative-Holism-Mana...
- For general systems theory: An Introduction to General Systems Thinking by Gerald M. Weinberg
- For systems thinking and the learning organization:
The Fifth Discipline: The Art & Practice of The Learning Organization by Peter Senge
- There is a great course that covers soft systems methodology, specifically to solve social problems: https://www.plusacumen.org/courses/systems-practice
- Habits of a systems thinker: https://www.watersfoundation.org/systems-thinking-tools-and-...
- Systems thinking resources: http://donellameadows.org/systems-thinking-resources/
* Update added additional resources.
A Pattern Language, Alexander and Ishikawa and Silverstein http://amzn.to/2s9aSSc
Advanced Programming in the Unix Environment , Stevens http://amzn.to/2qPOMjN
Algorithmics: the Spirit of Computing, Harel http://amzn.to/2rW5FNS
Applied Crytography, Wiley http://amzn.to/2rsULxS
Clean Code, Martin http://amzn.to/2sIOWtQ
Clean Coder, Martin http://amzn.to/2rWgbEP
Code Complete, McConnel http://amzn.to/2qSUIwE
Code: The Hidden Language of Computer Hardware and Software, Petzold http://amzn.to/2rWfR9d
Coders at Work, Seibel http://amzn.to/2qPCasZ
Compilers: Principles, Techniques, & Tools, Aho http://amzn.to/2rCSUVA
Computer Systems: A Programmer's Perspective, O'Hallaron and Bryant http://amzn.to/2qPY5jH
Data Flow Analysis: Theory and Practice, Khedker http://amzn.to/2qTnSvr
Dependency Injection in .NET, Seemann http://amzn.to/2rCz0tV
Domain Driven Design, Evans http://amzn.to/2sIGM4N
Fundamentals of Wireless Communication, Tse and Viswanath http://amzn.to/2rCTmTM
Genetic Programming: An Intrduction, Banzhaf http://amzn.to/2s9sdut
Head First Design Patterns, O'Reilly http://amzn.to/2rCISUB
Implementing Domain-Driven Design, Vernon http://amzn.to/2qQ2G5u
Intrduction to Algorithms, CLRS http://amzn.to/2qXmSBU
Introduction to General Systems Thinking, Weinberg http://amzn.to/2qTuGJw
Joy of Clojure, Fogus and Houser http://amzn.to/2qPL4qr
Let over Lambda, Hoyte http://amzn.to/2rWljcp
Operating Systems: Design and Implementation, Tanenbaum http://amzn.to/2rKudsw
Parsing Techniques, Grune and Jacobs http://amzn.to/2rKNXfn
Peopleware: Productive Projects and Teams, DeMarco and Lister http://amzn.to/2qTu86F
Programming Pearls, Bentley http://amzn.to/2sIRPe9
Software Process Design: Out of the Tar Pit, McGraw-Hill http://amzn.to/2rVX0v0
Software Runaways, Glass http://amzn.to/2qT2mHn
Sorting and Searching, Knuth http://amzn.to/2qQ4NWQ
Structure and Interpretation of Computer Programs, Abelson and Sussman http://amzn.to/2qTflsk
The Art of Unit Testing, Manning http://amzn.to/2rsERDu
The Art of Unix Programming, ESR http://amzn.to/2sIAXUZ
The Design of Design: Essays from a Computer Scientist, Brooks http://amzn.to/2rsPjev
The Effective Engineer, Lau http://amzn.to/2s9fY0X
The Elements of Style, Strunk and White http://amzn.to/2svB3Qz
The Healthy Programmer, Kutner http://amzn.to/2qQ2MtQ
The Linux Programming Interface, Kerrisk http://amzn.to/2rsF8Xi
The Mythical Man-Month, Brooks http://amzn.to/2rt0dAR
The Practice of Programming, Kernighan and Pike http://amzn.to/2qTje0C
The Pragmatic Programmer, Hunt and Thomas http://amzn.to/2s9dlvS
The Psychology of Computer Programming, Weinberg http://amzn.to/2rsPypy
Transaction Processing: Concepts and Techniques, Gray and Reuter http://amzn.to/
Types and Programming Languages, Pierce http://amzn.to/2qT2d6G
Understanding MySQL Internals, Pachev http://amzn.to/2svXuFo
Working Effectively with Legacy Code, Feathers http://amzn.to/2sIr09R
Zen of graphics programming, Abrash http://amzn.to/2rKIW6Q
I really enjoyed these books, but I am not super well-read in this area, so there may be better ones out there. You could try searching for "systems theory" and see what other resources are out there.
Systems theory is a very broad topic, so you'll find it attached to many specific disciplines, but the general idea is that you can take a bunch of simple things, hook them together, and produce a "being" that has totally weird behavior in aggregate.
Second learn stuff thats in this book: http://www.amazon.com/Introduction-General-Systems-Thinking-...
Third,The general idea of good education is to prepare you for the future rather than learning about the past
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