Mathematical Modeling DPF
14 patterns · 364 sections · 0.5 MB
Table of contents
- Mathematical Modeling DPF
- Table of Contents
- Public units
- A. Formulate the subject question
- B. Infer, distinguish and revise
- C. Change the model while retaining its use
- Mathematical Modeling - Readme
- Practical entries
- MMP-OBSERVATION-TO-ACTION - Turn an observing model into a workable instruction
- Worked connection for MMP-OBSERVATION-TO-ACTION
- MMP-RECORDS-TO-ANSWER - Reach a usable conclusion from incomplete and noisy records
- Worked connection for MMP-RECORDS-TO-ANSWER
- MMP-SUFFICIENT-ANSWER - Answer the working question before reconstructing every detail
- Worked connection for MMP-SUFFICIENT-ANSWER
- MMP-INTERVENTION-AND-INFORMATION - Decide whether an observation will improve the next action
- Worked connection for MMP-INTERVENTION-AND-INFORMATION
- Obtain labels for a rule that will be used on further cases
- MMP-REPLACE-AND-COUPLE - Use cheaper models without losing the combined answer
- Worked connection for MMP-REPLACE-AND-COUPLE
- MMP-REPRESENT - Why does counting the records overcount the assignments?
- Mathematical Modeling - Preface
- MMP.Preface:1 - Problem frame - Make a mathematical question useful
- MMP.Preface:2 - Problem and forces - Choose what the model must retain
- MMP.Preface:3 - Solution - Connect the contributions the question needs
- MMP.Preface:3.1 - Form the first account and recover its interpretation
- MMP.Preface:3.2 - Represent admissible objects and construct missing relations
- MMP.Preface:3.3 - Construct change and observation together when they interact
- MMP.Preface:3.4 - Turn uncertainty into a question about available action
- MMP.Preface:3.5 - Simplify, diagnose and revise for the required consequence
- MMP.Preface:3.6 - Use the model-forming result across the Suite
- MMP.Preface:3.7 - Constituent actions in ongoing work
- MMP.Preface:4 - Archetypal Grounding - A report, an instruction and a changed question
- MMP.Preface:4.1 - A total is sufficient until the question changes
- MMP.Preface:5 - Conformance Checklist - Can the result do its intended work?
- MMP.Preface:6 - Common Anti-Patterns and How to Avoid Them
- MMP.Preface:7 - Consequences, biases and limits
- MMP.Preface:8 - Architectural Rationale - Organize by model-forming operations
- MMP.Preface:9 - Source use and currentness
- MMP.Preface:10 - Relations to continued inquiry and work
- MMP.Preface:End
- A. Formulate the subject question
- MMP.10MMP.10 - Construct and Revise a Mathematical Constraint Formulation
- MMP.10:1 - Problem frame
- MMP.10:2 - Problem
- MMP.10:3 - Forces
- MMP.10:4 - Solution
- MMP.10:4.1 - Recover what varies and what the question asks
- MMP.10:4.2 - Construct variables that represent the object
- MMP.10:4.3 - Derive structural conditions and translate requirements
- MMP.10:4.4 - Make the answer correspond to the question
- MMP.10:4.5 - Revise the formulation from the changed requirement
- MMP.10:5 - Archetypal Grounding
- MMP.10:5.1 - Construct an unknown rule from requirements on its repetitions
- MMP.10:5.2 - Preserve existence while repairing a count
- MMP.10:5.3 - Keep quantities and domain restrictions together
- MMP.10:6 - Bias-Annotation
- MMP.10:7 - Conformance Checklist
- MMP.10:8 - Common Anti-Patterns and How to Avoid Them
- MMP.10:9 - Consequences
- MMP.10:10 - Architectural Rationale
- MMP.10:11 - SoTA-Echoing
- MMP.10:12 - Relations
- MMP.10:End
- MMP.11MMP.11 - Construct a Mathematical Model Family from Known Relations
- MMP.11:1 - Problem frame
- MMP.11:2 - Problem
- MMP.11:3 - Forces
- MMP.11:4 - Solution
- MMP.11:4.1 - Locate the contribution that may change
- MMP.11:4.2 - Construct the permitted variation
- MMP.11:4.3 - Choose the representation and its range
- MMP.11:4.4 - Put the family into the model before using its fit
- MMP.11:4.5 - Determine which remaining differences matter
- MMP.11:4.6 - Use the consequence or revise the family
- MMP.11:5 - Archetypal Grounding
- MMP.11:5.1 - Construct a response from its known shape
- MMP.11:5.2 - Retain an exchange balance without inventing its mechanism
- MMP.11:5.3 - Construct probabilities while keeping boundary outcomes
- MMP.11:6 - Bias-Annotation
- MMP.11:7 - Conformance Checklist
- MMP.11:8 - Common Anti-Patterns and How to Avoid Them
- MMP.11:9 - Consequences
- MMP.11:10 - Architectural Rationale
- MMP.11:11 - SoTA-Echoing
- MMP.11:12 - Relations
- MMP.11:End
- MMP.8MMP.8 - Formulate Information-Dependent Choices Mathematically
- MMP.8:1 - Problem frame
- MMP.8:2 - Problem
- MMP.8:3 - Forces
- MMP.8:4 - Solution
- MMP.8:4.1 - Name choices, circumstances and consequences
- MMP.8:4.2 - Recover the order and availability of information
- MMP.8:4.3 - State the required quantifiers and performance criterion
- MMP.8:4.4 - Construct or refute a usable choice
- MMP.8:4.5 - Interpret the result and change the working method
- MMP.8:5 - Archetypal Grounding
- MMP.8:5.1 - Choose a preload before or after learning an external load
- MMP.8:5.2 - Decide which participant gets a scarce resource
- MMP.8:5.3 - Find a strategy, rather than an answer chosen with future knowledge
Showing 1–100 of 364 entries. Source edition 95f92debfd66.