Systems Analysis Wiki Catalog

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Systems Analysis Wiki serves as an informational resource and reference for researchers, students, and professionals in various fields.

Important! The Systems Analysis Wiki is currently in an experimental phase and under development. We recommend reading the disclaimer.

Section Catalogs

  • Systems Approach. Section Catalog
  • Large Language Models. Section Catalog
  • Large Language Models. Model Catalog
  • Prompt Engineering. Section Catalog
  • Operations Research. Section Catalog
  • Decision Theory. Section Catalog
  • Machine Learning and Data Analysis. Section Catalog
  • Management. Section Catalog
  • Systems Engineering. Section Catalog
  • Strategic Analysis. Section Catalog
  • Methodology and Epistemology. Section Catalog
  • Mathematical Modeling. Section Catalog
  • Mathematics. Section Catalog

Systems Approach

  • Systems Approach
  • Systems Theory
  • Systems Analysis
  • Systems Analysis in IT
  • Development of the Systems Approach
  • Systems Analysis Methodology
  • Classic Systems Analysis Methodologies
  • Conceptual Foundations of Systems
  • Basic Concepts of Systems Analysis
  • Systems Thinking
  • System
  • Concept of a System
  • Definitions of a System
  • Systemicity
  • Systemic Holism
  • System Integrity
  • Properties of Systems
  • System Laws
  • System Structure
  • System Structuring
  • Hierarchy
  • Connections in Systems
  • System Boundaries
  • Emergence
  • Equifinality
  • System Environment
  • System Element
  • Goal
  • Goal in Systems Analysis
  • Function
  • Activity
  • Problem
  • Problem in the Context of Systems Analysis
  • Goal Setting
  • Process
  • Modeling Process
  • Modeling
  • Model
  • System Model
  • Ideal and Material Models
  • Formalization of System Models
  • System Description Language
  • Decomposition
  • Subsystem
  • Inputs and Outputs
  • System State
  • System Behavior
  • System Dynamics
  • System Complexity
  • Self-Organizing Systems
  • Metasystem
  • System Development
  • Open System
  • Closed System
  • System Stability
  • System Adaptability
  • Feedback
  • Homeostasis
  • Dynamic Properties
  • System Equilibrium
  • Uncertainty in a System
  • Black Box
  • Observer in the Systems Approach
  • Objective and Subjective in Systems Analysis
  • Levels of System Representation
  • Classifications of Systems
  • Classifications of System Modeling Methods
  • Fundamental Concepts of the Systems Approach
  • Systems Research. Yearbook
  • Literature on the Systems Approach
  • Literature on Systems Analysis
  • Systems Approach. Section Catalog

Large Language Models (LLM)

  • Large Language Models
  • Theoretical Foundations of LLMs
  • LLM Architectures
  • Transformer Architecture
  • Encoder
  • Decoder
  • Encoder-only
  • Decoder-only
  • Encoder-Decoder
  • Tokenization
  • Token
  • Embedding
  • Context Window
  • Training Large Language Models
  • Pre-training
  • Fine-tuning
  • In-Context Learning
  • Top-p
  • Top-k
  • Temperature (LLM)
  • Hallucinations and Incorrect LLM Responses
  • Data Distortion and Bias
  • Contextual Forgetting
  • Generation Bias
  • Mixture-of-Experts (MoE)
  • Reducing LLM Errors
  • Optimizing LLM Usage Costs
  • Open-weight and Closed-weight Models
  • Constitutional AI
  • Explainable AI
  • RLHF
  • Direct Preference Optimization
  • Low‑Rank Adaptation (LoRA)
  • PEFT
  • Vector Databases
  • Multimodal LLMs
  • Jailbreaks
  • FlashAttention
  • FlashAttention-2
  • FlashAttention-3
  • Stop sequences
  • Synthetic Data Generation
  • Multimodal Reasoning
  • Stochastic Parrot
  • Large Language Models. Section Catalog

Catalog of Large Language Models (LLM)

  • T5
  • LaMDA
  • PaLM
  • BERT
  • Chinchilla
  • Huawei PanGu
  • IBM Granite
  • BLOOM
  • Mixtral
  • DBRX
  • GPT
  • Claude
  • Gemma
  • Gemini
  • LLaMA
  • Mistral
  • DeepSeek
  • Grok
  • Qwen
  • Phi
  • Jais
  • Jamba
  • Cohere
  • Falcon
  • Perplexity
  • YandexGPT
  • Huggingface
  • OpenAI Large Language Models
  • Google Large Language Models
  • Large Language Models. Model Catalog

Prompt Engineering (LLM)

AI Agents (LLM)

Evaluation and Metric Comparison (LLM)

  • LLM Evaluation
  • LLM Quality Metrics
  • Perplexity
  • BLEU
  • ROUGE
  • BERTScore
  • METEOR
  • MAUVE
  • LLM‑as‑a‑Judge

Benchmarks and Datasets (LLM)

  • LLM Benchmarks
  • MMLU benchmark
  • HellaSwag benchmark
  • HumanEval benchmark
  • TruthfulQA benchmark
  • MT-Bench benchmark
  • GLUE benchmark
  • SuperGLUE
  • Humanity's Last Exam
  • GSM8K (Grade School Math 8K)
  • WinoGrande benchmark
  • AgentHarm
  • SafetyBench
  • SWE-bench
  • BIG-bench
  • MATH benchmark
  • FLORES‑200
  • RealToxicityPrompts
  • PromptRobust
  • BOLD
  • BBQ
  • LMArena
  • ELO Ranking of Models

Operations Research

  • Operations Research
  • Development of Operations Research
  • Operations Research Methodology
  • Operation
  • Optimization
  • Optimal Solution
  • Feasible Region
  • Optimization Criterion
  • Objective Function
  • Constraints
  • Sensitivity Analysis
  • Operations Research Models
  • Operations Research Problems
  • Linear Programming
  • Nonlinear Programming
  • Integer Programming
  • Dynamic Programming
  • Stochastic Programming
  • Simulation Modeling
  • Network Models
  • Multi-criteria Optimization
  • Branch and Bound Methods
  • PERT Method
  • Critical Path Method (CPM)
  • Critical Path
  • Combinatorial Optimization
  • Traveling Salesman Problem
  • Minimum Crew Assignment Problem
  • Assignment Problem
  • Facility Location Problem
  • Cutting Stock Problem
  • Game Theory Problems
  • Queuing System
  • Transportation Problem
  • Simplex Method
  • Interior Point Method
  • Markov Random Processes
  • Interior Point Method
  • Little's Law
  • Literature on Operations Research
  • Operations Research. Section Catalog

Decision Theory

  • Decision Theory
  • Decision Making
  • Decision Problem
  • Decision Task
  • Problem
  • Uncertainty
  • Risk
  • Alternative
  • Criterion
  • Evaluation of Alternatives
  • Comparison of Alternatives
  • Optimal Choice
  • Rational Choice
  • Choice
  • Decision Tree
  • Decision Matrix Model
  • Analytic Hierarchy Process
  • Multi-criteria Decision Analysis
  • Fuzzy Logic in Decision Making
  • Decision Making under Uncertainty
  • Decision Making under Risk
  • Scenario Analysis
  • Preferences
  • Cognitive Biases
  • Collective Choice
  • Voting
  • Utility Theory
  • Decision Criteria
  • Hurwicz's Criterion
  • Wald's Criterion
  • Savage's Criterion
  • Laplace's Criterion
  • Maximax Criterion
  • Hodge-Lehmann Criterion
  • Bayes' Criterion
  • Bayes Minimax Criterion
  • Literature on Decision Theory
  • Decision Theory. Section Catalog

Machine Learning and Data Analysis

  • Data
  • Data Analysis
  • Big Data
  • Data Visualization
  • Frameworks and Tools
  • Statistical Analysis
  • Hypothesis Testing
  • Type I and Type II Errors
  • Correlation Analysis
  • Regression Analysis
  • Regression Models
  • Analysis of Variance
  • Normality of Distribution
  • Significance Tests
  • Machine Learning
  • Basic Concepts of ML
  • Learning Paradigms
  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning
  • Classification
  • Clustering
  • Ensemble Methods
  • Dimensionality Reduction
  • Feature Selection
  • Quality Metrics and Model Evaluation
  • Overfitting
  • Underfitting
  • Cross-validation
  • Interpretability
  • Glossary of Machine Learning
  • Deep Learning
  • Basic Concepts of Deep Learning
  • Theoretical Foundations of DL
  • Neural Network Architectures
  • Neural Network Training Methods
  • Optimization in Neural Network Training
  • DL Frameworks and Tools
  • Generative Models
  • Natural Language Processing
  • Computer Vision
  • Recommender Systems
  • Anomaly Detection
  • Time Series Forecasting
  • AutoML
  • MLOps
  • Model Bias and Fairness
  • Literature on Machine Learning
  • Machine Learning and Data Analysis. Section Catalog

Management

  • Management
  • Control Theory
  • Systems Analysis in Management
  • Black Box Model in Management
  • Object of Management
  • Subject of Management
  • Management Process
  • Process Approach
  • Planning
  • Enterprise Management
  • Corporate Governance
  • Change Management
  • Requirements Management
  • Enterprise Planning
  • Project Management
  • Project Planning
  • Project Lifecycle
  • Scope Management
  • Cost Management
  • Risk Management
  • Program Management
  • Portfolio Management
  • Project Management Standards
  • Risk Management Standards
  • Knowledge Management
  • Management Standards
  • Quality Standards
  • PMBOK
  • Agile
  • Scrum
  • ISO 21500
  • ISO 31000
  • Management. Section Catalog

Systems Engineering

  • Systems Engineering
  • Complex Engineered System
  • System of Systems
  • Systems Engineering Methodology
  • Glossary of Systems Engineering
  • System Lifecycle
  • System Development Process
  • System Design
  • System Architecture
  • System Concept
  • System Integration
  • Lifecycle Support
  • Verification
  • Validation
  • Requirements
  • Interfaces
  • Component
  • Requirements Traceability
  • Systems Engineering Management
  • Systems Engineering Standards
  • Configuration Management
  • Reliability
  • Technical Risk Analysis
  • Sociotechnical Systems
  • Human-in-the-loop Systems
  • Digital Twin
  • Literature on Systems Engineering
  • Systems Engineering. Section Catalog

Strategic Analysis

  • Strategic Analysis
  • Strategic Planning
  • Stakeholder Analysis
  • Decision Analysis
  • Program Evaluation
  • Cost-Benefit Analysis (CBA)
  • Delphi Method
  • SWOT Analysis
  • PEST Analysis
  • PESTLE Analysis
  • Factor Analysis in Strategic Management
  • Analysis of Development Options
  • Robustness Analysis of Decisions
  • Strategy Formulation
  • Foresight Analysis
  • Technology Foresight
  • Uncertainty Analysis in Strategic Planning
  • Hybrid Threats and Strategic Risk Assessment
  • System Modeling in Strategic Analysis
  • Strategic Scenario Analysis under Uncertainty
  • Policy Analysis
  • Systems Transitions Applied Research
  • Think Tank
  • Strategic Analysis. Section Catalog

Methodology and Epistemology

  • Methodology
  • Epistemology
  • Methodology of Scientific Cognition
  • Scientific Methods and Approaches
  • Hypothetico-deductive Method
  • Deduction and Induction
  • Abduction
  • Falsifiability
  • Complexity and Uncertainty
  • Meta-levels of Analysis
  • Reflexive Methods
  • Modeling as a Method of Cognition
  • Systems Approach in Science
  • Interdisciplinarity
  • Frames of Thinking
  • Constructivism
  • Critical Rationalism
  • Paradigms
  • Ontology
  • Goal Setting
  • Cybernetics
  • Concept
  • Notion
  • Term
  • Classification
  • Analysis
  • Synthesis
  • Methodology and Epistemology. Section Catalog

Mathematical Modeling

  • Mathematical Model
  • Mathematical Modeling
  • Goals of Mathematical Modeling
  • Mathematical Modeling Process
  • Mathematical Modeling Methodology
  • Deterministic and Stochastic Models
  • Static and Dynamic Models
  • Discrete and Continuous Models
  • Analytical Models
  • Numerical Models
  • Simulation Models
  • Agent-based Models
  • Hybrid Models
  • Stages of Modeling
  • Model Construction
  • Model Identification
  • Model Verification and Validation
  • Model Implementation
  • Interpretation of Modeling Results
  • Model Limitations
  • Modeling Errors
  • Glossary of Mathematical Modeling
  • Literature on Mathematical Modeling
  • Mathematical Modeling. Section Catalog

Mathematics

  • Probability Theory
  • Mathematical Statistics
  • Stochastic Processes
  • Information Theory
  • Measure and Integral
  • Mathematical Analysis
  • Linear Algebra
  • Linear Spaces
  • Differential Equations
  • Vector and Tensor Calculus
  • Functions and Mappings
  • Mathematical Logic
  • Predicate Calculus
  • Set Theory
  • Discrete Mathematics
  • Combinatorics
  • Optimization Theory
  • Numerical Methods
  • Game Theory
  • Graph Theory
  • Queuing Theory
  • Mathematics. Section Catalog
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