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Techniques used to model a situation to be changed
Problem structuring methods (PSMs) are a group of techniques used to model or to map the nature or structure of a situation or state of affairs that some
Problem_structuring_methods
Problem that is difficult or impossible to solve
Richard Lazarus. Catch-22 Category:Problem structuring methods Collaborative information seeking Collective action problem Competing harms Complex question
Wicked_problem
Process of achieving a goal by overcoming obstacles
science Problem-posing education – Method of teaching coined by Paulo Freire Problem statement – Description of an issue Problem structuring methods – Techniques
Problem_solving
Exploration of possible solutions
As a problem-structuring and problem-solving technique, morphological analysis was designed for multi-dimensional, non-quantifiable problems where causal
Morphological analysis (problem-solving)
Morphological_analysis_(problem-solving)
Diagram to visually organize information
pictorial methods record knowledge and model systems, and have a long history in learning, brainstorming, memory, visual thinking, and problem solving by
Mind_map
Method of organizing groups of related concepts
representation and reasoning List of concept- and mind-mapping software Problem structuring methods Q methodology Kane M, Trochim WM (2007). Concept mapping for
Group_concept_mapping
Iterative decision analytic framework
several multi-objective evolutionary algorithms. Design rationale Problem structuring methods System dynamics Mahmoudi, Amin; Abbasi, Mehdi; Deng, Xiaopeng
Robust_decision-making
is a method for approaching ill-structured problems. It can be applied as a dialectical approach to policy and planning. An ill-structured problem may
Strategic assumption surfacing and testing
Strategic_assumption_surfacing_and_testing
Theoretical framework of management cybernetics
performance = 0.6 × 0.67 = 0.4 (or actuality/potential 40/100). These methods (also known as normalisations) can be similarly applied in general e.g
Viable_system_model
Argumentation scheme
facilitation methods, has been called "nondirective" because it does not require participants or leaders to agree on an agenda or a problem definition.
Issue-based information system
Issue-based_information_system
Problem discovery
amplification Inquiry Morphological analysis (problem-solving) Newell, Allen PDCA Problem statement Problem structuring methods Research question Simon, Herbert Soar
Problem_finding
Diagram showing relationships among concepts
instructional designers, engineers, technical writers, and others to organize and structure knowledge. A concept map typically represents ideas and information as
Concept_map
Collaborative approach to planning
consist of sets of independent problems, but a system of interacting problems. Therefore, by dealing with any one problem separately, we ignore the fact
Interactive_planning
Problem-solving method
Holism List of thought processes Problem structuring methods Rich picture Structured systems analysis and design method Systems theory Systems philosophy
Soft_systems_methodology
Mental process of problem solving
problem solving Frugal innovation Invention Lateral thinking Problem structuring methods Systems thinking TRIZ Saturnino de la Torre List of thought processes
Creative_problem-solving
traditional function analysis methods like function trees and function structures because it incorporates the physical structure of the product. It allows
Function_analysis_diagram
Study of non-linear complex systems
time increments with positive and negative feedbacks and time delays structuring the interactions and control. The best known SD model is probably the
System_dynamics
Visual representation of the structure of an argument
existing writings, but also for thinking through issues as part of a problem-structuring process or writing process. The use of such argument analysis for
Argument_map
Process to evaluate alternative hypotheses
giving the ACH structure, the analyst is able to give a nuanced estimate. One method, by Valtorta and colleagues uses probabilistic methods, adds Bayesian
Analysis of competing hypotheses
Analysis_of_competing_hypotheses
Specification of a conceptualization
survey of ontology visualization methods is presented by Katifori et al. An updated survey of ontology visualization methods and tools was published by Dudás
Ontology (information science)
Ontology_(information_science)
Method of operations research
In operations research, drama theory is one of several problem structuring methods. It is based on game theory and adapts the use of games to complex
Drama_theory
Decision support tool
ensemble machine learning methods Ordinal priority approach – Multiple-criteria decision analysis method Odds algorithm – Method of computing optimal strategies
Decision_tree
Mental representation of the external world
Mental models can help shape behaviour, including approaches to solving problems and performing tasks. In psychology, the term mental models is sometimes
Mental_model
Business planning and analysis technique
performed incorrectly. Benchmarking Enterprise planning systems Problem structuring methods Program evaluation and review technique (PERT) Semiotic square
SWOT_analysis
Formalism for knowledge representation
in particular, to link basic reasoning problems to other fundamental problems in computer science (e.g., problems concerning conjunctive queries in relational
Conceptual_graph
Problem in combinatorial optimization
The knapsack problem is the following problem in combinatorial optimization: Given a set of items, each with a weight and a value, determine which items
Knapsack_problem
Graphical breakdown for problem solving
reads to the right. Issue trees are useful in problem solving to identify the root causes of a problem as well as to identify its potential solutions
Issue_tree
language and formatting the same throughout. Structured writing has been developed to address common problems in complex writing: Organizing large amounts
Structured_writing
Problem-solving method
(2014). Methods of heuristics. Routledge. The methods of analysis and synthesis appear later in almost every treatise on problem-solving methods [from Pappus]
Heuristic
Type of biological prediction
tertiary structure from primary structure. Structure prediction is different from the inverse problem of protein design. Protein structure prediction
Protein_structure_prediction
Explicit listing of design decisions
Design and Software Engineering. Goal structuring notation IDEF6 Method engineering Problem structuring methods Theory of justification Kunz, W.; Rittel
Design_rationale
Decision-making framework
Volatility, uncertainty, complexity and ambiguity VPEC-T Wicked problem Problem structuring methods Snowden and Boone (2007): "The framework sorts the issues
Cynefin_framework
Knowledge base that represents semantic relations between concepts in a network
the Wayback Machine." Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1-Volume 1. Association for Computational
Semantic_network
Theory of text organization
(November 2008). "Evaluation of automatic text summarization methods based on rhetorical structure theory" (PDF). Eighth International Conference on Intelligent
Rhetorical_structure_theory
Process in international development
assessment Participatory technology development Praxis intervention Problem structuring methods Progress in Community Health Partnerships Public participation
Participatory_rural_appraisal
Numerical method for solving physical or engineering problems
dynamics of structures). In contrast, computational fluid dynamics (CFD) tend to use FDM or other methods like finite volume method (FVM). CFD problems usually
Finite_element_method
Operational analysis derived from game theory
recent PSM methods) in: J. V. Rosenhead and J. Mingers (eds) Rational Analysis for a Problematic World Revisited: problem structuring methods for complexity
Confrontation_analysis
Brazil prioritizing public investments in social infrastructures Problem structuring methods Edwards, Ward; Miles, Ralph F.; von Winterfeldt, Detlof (2007)
Decision_conferencing
Question that a research project sets out to answer
question, such as the FINER or PICOT methods. The answer to a research question will help address a research problem or question. Specifying a research
Research_question
Overview of and topical guide to thought
management method (plan–do–check–act) Problem structuring methods – Techniques used to model a situation to be changed RPR Problem Diagnosis (rapid problem resolution)
Outline_of_thought
Reasoning by means of visual representations
simplest and most fitting solution to a problem". A logical graph is a special type of graph-theoretic structure in any one of several systems of graphical
Diagrammatic_reasoning
Set of objects whose state must satisfy limits
entities in a problem as a homogeneous collection of finite constraints over variables, which is solved by constraint satisfaction methods. CSPs are the
Constraint satisfaction problem
Constraint_satisfaction_problem
Communication using graphic elements
functionality of the design. Typography is the art of arranging and structuring text for a visually appealing way of communication or identification
Graphic_communication
Probabilistic problem-solving algorithm
human intuition or alternative "soft" methods. In principle, Monte Carlo methods can be used to solve any problem having a probabilistic interpretation
Monte_Carlo_method
clustering and multidimensional scaling are two such methods. Network scaling represents another method based on graph theory. Pathfinder networks are derived
Pathfinder_network
Academic field
path problem, transport problem, transshipment problem, location problem, matching problem, assignment problem, packing problem, routing problem, critical
Network_science
British mathematician, operational researcher and Labour Party activist
development of a number of new OR methods. He was the editor of the first book to gather a number of problem structuring methods within one volume, Rational
Jonathan_Rosenhead
Numerical optimization algorithm
is a heuristic search method that can converge to non-stationary points on problems that can be solved by alternative methods. The Nelder–Mead technique
Nelder–Mead_method
Topics referred to by the same term
score matching, a statistical method used to provide unbiased estimation of treatment-effects Problem structuring methods, a methodological framing of
PSM
American organizational theorist, consultant and management scientist (1919-2009)
both in Britain, where they helped to stimulate the growth of Problem Structuring Methods, and in the systems community world-wide", such as soft systems
Russell_L._Ackoff
Participatory design Participatory GIS Public participation GIS Problem structuring methods Shared vision planning SEQUAL framework Jones, Natalie A.; Perez
Participatory_modeling
Eight disciplines of team-oriented problem solving method
Disciplines Methodology (8D) is a method or model developed at Ford Motor Company used to approach and to resolve problems, typically employed by quality
Eight disciplines problem solving
Eight_disciplines_problem_solving
Problem optimization method
optimal substructure. If sub-problems can be nested recursively inside larger problems, so that dynamic programming methods are applicable, then there is
Dynamic_programming
Concept in convex optimization mathematics
methods are often applied to large-scale problems with decomposition techniques. Such decomposition methods often allow a simple distributed method for
Subgradient_method
Multidisciplinary field of research
step either automated analysis methods HS = {fs1, ..., fsq} (i.e., statistics, data mining, etc.) or visualization methods VS : S → V, VS = {fv1, ..., fvs}
Visual_analytics
American political scientist (born 1933)
analytics to develop methods—involving large, detailed infographics and argument map murals—for exploring and resolving wicked problems. Horn, Robert E.;
Robert_E._Horn
Visual representation of data
Visualization Methods," an interactive chart displaying various data visualization methods. It includes six types of data visualization methods: data, information
Data and information visualization
Data_and_information_visualization
Millennium Prize Problem
of numerical techniques, such as finite element methods, spectral methods, or finite difference methods. For example, consider the case of a two-dimensional
Navier–Stokes existence and smoothness
Navier–Stokes_existence_and_smoothness
Unsolved problem in cryptography
sizes (in excess of 1024 bits), no efficient method for solving this problem is known; if an efficient method is ever developed, it would threaten the current
RSA_problem
Explanation of information obtained from a clinical assessment
system Clinical guideline Clinical pathway Common factors theory Problem structuring methods SOAP note Therapeutic assessment Treatment decision support (tools
Clinical_formulation
Physics problem related to laws of motion and gravity
using numerical methods. The three-body problem is a special case of the n-body problem. Historically, the first specific three-body problem to receive extended
Three-body_problem
Discipline concerning the application of advanced analytical methods
soft-operational analysis which concerns methods for strategic planning, strategic decision support, problem structuring methods. In dealing with these sorts of
Operations_research
Structured problem improvement approach
management methodPages displaying short descriptions of redirect targets Problem solving § Problem-solving methods Root cause analysis – Method of identifying
A3_problem_solving
the approach. Futures techniques International trade and water Problem structuring methods Spragg Bags "National Drought Study: Introduction". www.svp.iwr
Shared_vision_planning
Mathematical concept
mathematical optimization methods, psychological convergence is often emphasized in interactive methods. Generally speaking, a method is terminated when the
Multi-objective_optimization
Mathematical method for optimizing material layout under given conditions
for stationary fluid-structure interaction problems using a new monolithic formulation". International Journal for Numerical Methods in Engineering. 82
Topology_optimization
Computer software bug occurring in 2038
The year 2038 problem (also known as Y2038, Y2K38, Y2K38 superbug, or the Epochalypse) is a time computing problem that leaves some computer systems unable
Year_2038_problem
Field of machine learning
state-action spaces. Monte Carlo methods are used to solve reinforcement learning problems by averaging sample returns. Unlike methods that require full knowledge
Reinforcement_learning
Problem solving as a strategic game
Rosenhead J (ed) Rational analysis for a problematic world: problem structuring methods for complexity, uncertainty and conflict. Chichester, UK: John
Metagame_analysis
Problem solving strategy
Symmetry in problem solving is one of the general methods used in mathematics and science to solve problems. Problem solving plays a large part in the
Symmetry_in_problem_solving
Method for solving continuous operator problems (such as differential equations)
area of numerical analysis, Galerkin methods are a family of methods for converting a continuous operator problem, such as a differential equation, commonly
Galerkin_method
mathematics, the polynomial method is an algebraic approach to combinatorics problems that involves capturing some combinatorial structure using polynomials and
Polynomial method in combinatorics
Polynomial_method_in_combinatorics
Problem-solving tools
zadach, lit. 'theory of inventive problem solving') is a methodology which combines an organized, systematic method of problem-solving with analysis and forecasting
TRIZ
Problem in physics and celestial mechanics
number of bodies, an n-body problem can be solved using direct methods, also called particle–particle methods. These methods numerically integrate the differential
N-body_problem
Promethee & Gaia, tools for management
problem. It provides a comprehensive and rational framework for structuring a decision problem, identifying and quantifying its conflicts and synergies, clusters
Preference ranking organization method for enrichment evaluation
Preference_ranking_organization_method_for_enrichment_evaluation
Methods of mathematical approximation
theory comprises methods for finding an approximate solution to a problem, by starting from the exact solution of a related, simpler problem. A critical feature
Perturbation_theory
Many mathematical problems have been stated but not yet solved. These problems come from many areas of mathematics, such as theoretical physics, computer
List of unsolved problems in mathematics
List_of_unsolved_problems_in_mathematics
Optimization technique for solving (mixed) integer linear programs
In mathematical optimization, the cutting-plane method is any of a variety of optimization methods that iteratively refine a feasible set or objective
Cutting-plane_method
Differential equation exhibiting high rate of dissipation
Stiff equations are problems for which explicit methods don't work. This refers to the observation that explicit integration methods are forced to use exceedingly
Stiff_equation
Study of mathematical algorithms for optimization problems
gradient method, which is regarded as obsolete (for almost all problems). Quasi-Newton methods: Iterative methods for medium-large problems (e.g. N<1000)
Mathematical_optimization
Method for estimating new data outside known data points
incorrect). The extrapolation method can be applied in the interior reconstruction problem. A sound choice of which extrapolation method to apply relies on a priori
Extrapolation
British professor of management
has attempted to incorporate multi-criteria decision analysis with problem structuring techniques, system dynamics, and other analytical approaches. She
Valerie_Belton
Pre-packaged investment strategy
investor's point of view, the concept of structuring means customizing a specified return stream; structured products can be used as an alternative to
Structured_product
Question of whether inductive reasoning leads to definitive knowledge
The problem of induction is a philosophical problem that questions the rationality of predictions about unobserved things based on previous observations
Problem_of_induction
Waterfall based systems analysis method
development methods, such as Peter Checkland's soft systems methodology, Larry Constantine's structured design, Edward Yourdon's Yourdon Structured Method, Michael
Structured systems analysis and design method
Structured_systems_analysis_and_design_method
Combinatorial optimization problem
assignment problem is a fundamental combinatorial optimization problem. In its most general form, the problem is as follows: The problem instance has
Assignment_problem
Philosophical question
In philosophy of religion, the problem of evil, also known as the problem of suffering, is the philosophical question of how to reconcile the existence
Problem_of_evil
Decision tracking and managing method
design structure matrix (DSM; also referred to as dependency structure matrix, dependency structure method, dependency source matrix, problem solving
Design_structure_matrix
Operations research that evaluates multiple conflicting criteria in decision making
transforming the problem into essentially a single criterion problem. These methods are said to operate by "prior articulation of preferences". Methods based on
Multiple-criteria decision analysis
Multiple-criteria_decision_analysis
British computer scientist
Business Process Implementation 2001. Problem Frames: Analysing and Structuring Software Development Problems ISBN 0-201-59627-X. Many of his essays
Michael A. Jackson (computer scientist)
Michael_A._Jackson_(computer_scientist)
tackle the problem or issue at hand, and eliminate the bad ideas—with a view to enable accomplishment of the chosen mission. The structuring methods of OPMS
One-page_management_system
Learner-centric pedagogy
seven-jump process involves clarifying terms, defining problem(s), brainstorming, structuring and hypothesis, learning objectives, independent study and
Problem-based_learning
Unsolved problem in computer science
Unsolved problem in computer science If the solution to a problem can be verified in polynomial time, must the problem be solvable in polynomial time
P_versus_NP_problem
Methods for solving differential equations
such problems may involve strong gradients (and even discontinuities) so that classical finite element methods fail, while finite volume methods are restricted
Discontinuous_Galerkin_method
Mapping of mathematical formulas to a particular meaning
satisfaction problem (CSP) has a translation into the homomorphism problem. Therefore, the complexity of CSP can be studied using the methods of finite model
Structure (mathematical logic)
Structure_(mathematical_logic)
Branch of chemistry
solving chemical problems. It uses methods of theoretical chemistry incorporated into computer programs to calculate the structures and properties of
Computational_chemistry
Group brainstorming technique
6-3-5 Brainwriting (or 635 Method, Method 635) is a group-structured brainstorming technique aimed at aiding innovation processes by stimulating creativity
6-3-5_Brainwriting
Mathematical program specifications
methods are mathematical approaches to solving software (and hardware) problems at the requirements, specification, and design levels. Formal methods
Formal_methods
Process of calculating the causal factors that produced a set of observations
solving the wave equation, these methods turn out to be closely related to the so-called least-squares migration methods derived from the least-squares
Inverse_problem
Any algorithm which solves the search problem
search problem. Search algorithms work to retrieve information stored within a particular data structure, or calculated in the search space of a problem domain
Search_algorithm
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PROBLEM STRUCTURING-METHODS
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