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maths_and_crisis [2009-02-11 10:53] – created 81.188.78.24maths_and_crisis [2014-08-05 19:27] (current) nik
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-====== Maths and crisis ====== +====Mathematics and crisis ====
-  +
-===== Mathematical prerequisites =====+
  
 +By Tamuraj (http://www.tamuraj.com)
 +
 +=== Mathematical prerequisites ===
  
   * Algebraic prerequisites   * Algebraic prerequisites
-  * Real numbers, Complex numbers, Matrix algebra,...+    * Real numbers, Complex numbers, Matrix algebra,...
   * Mathematical functions   * Mathematical functions
   * Properties of mathematical functions   * Properties of mathematical functions
-  * Continuity +    * Continuity 
-  * Differentiability+    * Differentiability
   * Mathematical equations   * Mathematical equations
     * Linear equations     * Linear equations
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     * Deduction systems     * Deduction systems
     * Meta logic     * Meta logic
-    * Probability theory +  * Probability theory
- +
- +
-Digital chaos
 +
- +
-Random processes: natural and digital random processes +
-Brownian movements, the digital randomizer +
- +
-Infinity +
- +
-Different versions of infinity:  +
-Countable overcountible sets e.g. Cantor sets +
-Self similarity +
-Sierpinski triangle +
-Chaos theory +
-The linear fake model +
- +
- +
-The artificial dream +
- +
-Introduction into Artificial Intelligence +
-Short overview of history +
-Definition and the Turing test +
-Hilberts program +
-Gödel’s theorem +
-The artificial brain +
-Emotive computing +
-Quantum mechanics and Artificial Intelligence +
- +
- +
-Mathematical modeling+
  
-Basic principles of mathematical modeling 
  
-Hypothesis testing +===Digital chaos
===
-Error manipulation +
-Predictive modeling +
-Linear modeling with example +
-Outliers and instability+
  
-Overview of different mathematical models +  * Random processes: natural and digital random processes 
-Multilinear regression models +    * Brownian movements, the digital randomizer 
-Polynomial regression models +  * Infinity 
-Hazard models +    * Different versions of infinity:  
-General linear models +    * Countable overcountible sets e.gCantor sets 
-Times series analysis +  * Self similarity 
-...
 +    * Sierpinski triangle 
-The curse of non linearity
 +  * Chaos theory 
-The curse of assumptions +  * The linear fake model
-Normality +
-Linearity +
-Distributional assumptions+
  
 +===The artificial dream===
  
-Mathematical models of ecological  systems
 +  * Introduction into [[Artificial Intelligence]] 
-Introduction into biostatistics +    * Short overview of history 
-The outlier problem  +    * Definition and the Turing test 
-Rare events  +  * Hilberts program 
-Recursive patterns +  * Gödel’s theorem 
-Linearization +  * The artificial brain 
-Risk modeling +  * Emotive computing 
-Maths and ecological policy+  * Quantum mechanics and Artificial Intelligence
  
  
-Mathematical models of economical systems
 +===Mathematical modeling===
-Godel’s theorem in a capitalist world +
-Loan systems +
-The monetary hyperspace +
-Capitalism and infity +
-Introduction into econometric modeling +
-Linearization +
-Politics of complexity+
  
-
 +  * Basic principles of mathematical modeling 
 +    * Hypothesis testing 
 +    * Error manipulation 
 +  * Predictive modeling 
 +    * Linear modeling with example 
 +    * Outliers and instability
  
 +  * Overview of different mathematical models
 +    * Multilinear regression models
 +    * Polynomial regression models
 +    * Hazard models
 +    * General linear models
 +    * Timeseries analysis
 +    * ...

  
 +  * The curse of non linearity

 +  * The curse of assumptions
 +    * Normality
 +    * Linearity
 +    * Distributional assumptions
  
  
 +===Mathematical models of ecological  systems
====
  
 +  * Introduction into biostatistics
 +  * The outlier problem 
 +  * Rare events 
 +  * Recursive patterns
 +  * Linearization
 +  * Risk modeling
 +  * Maths and ecological policy
  
 +===Mathematical models of economical systems
===
 +  * Gödel’s theorem in a capitalist world
 +    * Loan systems
 +    * The monetary hyperspace
 +  * Capitalism and infinity
 +  * Introduction into econometric modeling
 +  * Linearization
 +  * Politics of complexity
 +
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