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Systems Analysis Wiki serves as an informational resource and reference for researchers, students, and professionals in various fields.
Important! Currently, Systems Analysis Wiki is in experimental mode and under construction.
Systems Analysis Wiki International
YouTube @systems_analysis
Systems approach
- Systems approach
- Systems theory
- Systems analysis
- Systems analysis in IT
- History of the systems approach
- Systems analysis methodology
- Classical methodologies of systems analysis
- Conceptual foundations of systems
- Core concepts of systems analysis
- Systems thinking
- System
- Concept of a system
- Definitions of a system
- Systemness
- System holism
- System integrity
- Properties of systems
- System regularities
- System structure
- System structuring
- Hierarchy
- Connections in systems
- System boundary
- 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 of Systems
- 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
- Classification of systems
- Classification of system modeling methods
- Core concepts of systems approach
- Systems Research Yearbook
- Systems approach: Literature
- Systems analysis: Literature
- Systems approach: Section catalog
Large language models (LLM)
- Large language model
- Theoretical foundations of LLM
- Large language model 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)
- LLM hallucinations
- Data distortion and bias
- Contextual forgetting
- Generation bias
- Mixture-of-Experts (MoE)
- Reducing LLM errors
- LLM cost optimization
- Open-weight and closed-weight models
- Constitutional AI
- Explainable AI
- RLHF
- Direct Preference Optimization
- Low-Rank Adaptation (LoRA)
- PEFT
- Vector databases
- Multimodal large language models
- 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)
Prompt engineering (LLM)
- Prompt
- Prompt engineering
- Prompt and context
- Core prompt engineering techniques
- Retrieval‑Augmented Generation (RAG)
- Chain-of-Thought Prompting
- Few-shot and Zero-shot
- Role Prompting
- Tree of Thoughts (ToT)
- Self-refine prompting
- Self-consistency prompting
- Meta Prompting
- Multi-agent prompting
- Prompt compression
- Program of Thoughts Prompting
- Generated Knowledge Prompting
- Multimodal CoT Prompting
- Graph-of-Thoughts
- Chain-of-Verification
- Toolformer
- Least-to-most Prompting
- Automatic Prompt Engineer (APE)
- ReAct Prompting
- Function Calling
- RAG patterns
- GraphRAG
- MM-RAG (Multimodal RAG)
- Hypothetical Document Embeddings (HyDE)
- Hybrid Retrieval
- Packaging & Context Handling
- Prompt engineering: Section catalog
AI agents (LLM)
Evaluation and metric comparison (LLM)
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 language models
Operations research
- Operations research
- History 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-objective optimization
- Branch and bound
- PERT method
- Critical path method (CPM)
- Critical path
- Combinatorial optimization
- Traveling salesman problem
- Assignment problem (minimum number of performers)
- Assignment problem
- Facility location problem
- Cutting stock problem
- Game theory problems
- Queueing system
- Transportation problem
- Simplex method
- Interior point method
- Markov random processes
- Interior point method
- Little's law
- Operations research: Literature
- Operations research: Section catalog
Decision theory
- Decision theory
- Decision-making
- Decision-making problem
- Decision problem
- Problem
- Uncertainty
- Risk
- Alternative
- Criterion
- Evaluation of alternatives
- Comparison of alternatives
- Optimal decision
- Rational choice
- Choice
- Decision tree
- Decision-making matrix model
- Analytic Hierarchy Process (AHP)
- Multi-criteria decision analysis
- Fuzzy logic in decision-making
- Decision-making under uncertainty
- Decision-making under risk
- Scenario analysis
- Preferences
- Cognitive bias
- Collective choice
- Voting
- Utility theory
- Decision criteria
- Hurwicz criterion
- Wald criterion
- Savage criterion
- Laplace criterion
- Maximax criterion
- Hodges-Lehmann criterion
- Bayes criterion
- Bayes minimax criterion
- Decision theory: Literature
- Decision theory: Section catalog