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ROBUSTNESS PRINCIPLE

  • Robustness principle
  • Design guideline for software

    In computing, the robustness principle is a design guideline for software that states: "be conservative in what you do, be liberal in what you accept from

    Robustness principle

    Robustness_principle

  • Open–closed principle
  • Concept in object-oriented programming

    hiding. SOLID – the "O" in "SOLID" represents the open–closed principle Robustness principle Meyer, Bertrand (1988). Object-Oriented Software Construction

    Open–closed principle

    Open–closed principle

    Open–closed_principle

  • Forward compatibility
  • Type of design interoperability

    the standards. Forward-compatible design is closely related to the robustness principle articulated by Jon Postel in RFC 761 (January 1980): "be conservative

    Forward compatibility

    Forward_compatibility

  • Robustness
  • Ability of a system to resist change without adapting its initial stable configuration

    Look up robustness in Wiktionary, the free dictionary. Systems science portal Fault-tolerant system Resilience (disambiguation) Robustness principle Wieland

    Robustness

    Robustness

  • Robustness (computer science)
  • Ability of a computer system to cope with errors during execution

    computer science, robustness is the ability of a computer system to cope with errors during execution and cope with erroneous input. Robustness can encompass

    Robustness (computer science)

    Robustness_(computer_science)

  • Single-responsibility principle
  • Computer programming principle

    The single-responsibility principle (SRP) is a computer programming principle that states that "A module should be responsible to one, and only one, actor

    Single-responsibility principle

    Single-responsibility_principle

  • Robust statistics
  • Type of statistics

    this is a minority usage. Plain 'robustness' to mean 'distributional robustness' is common. When considering how robust an estimator is to the presence

    Robust statistics

    Robust_statistics

  • Anthropic principle
  • Hypothesis about sapient life and the universe

    In cosmology and philosophy of science, the anthropic principle (also known as the observation selection effect) is the proposition that the range of

    Anthropic principle

    Anthropic_principle

  • Application layer
  • Highest layer in network protocol models

    original specification (in RFC 1123) does rely on and recommend the robustness principle for application design. In the OSI model, the definition of the application

    Application layer

    Application_layer

  • Internet layer
  • Group of internetworking methods in the TCP/IP suite

    IP-based packets. A common design aspect in the internet layer is the robustness principle: "Be liberal in what you accept, and conservative in what you send"

    Internet layer

    Internet_layer

  • Don't repeat yourself
  • Principle of software development

    "Don't repeat yourself" (DRY) is a principle of software development aimed at reducing repetition of information which is likely to change, replacing

    Don't repeat yourself

    Don't_repeat_yourself

  • Internet protocol suite
  • Framework for communication protocols used in IP networking

    content caches and the like have forced changes in this principle. The robustness principle states: "In general, an implementation must be conservative

    Internet protocol suite

    Internet_protocol_suite

  • Static discipline
  • Principle of circuitry

    input thresholds VIH (input high) and VIL (input low), satisfy a robustness principle such that VOL < VIL < VIH < VOH with sufficient noise margins in

    Static discipline

    Static_discipline

  • Jon Postel
  • American computer scientist and Internet pioneer (1943–1998)

    Perhaps his most famous legacy is from RFC 760, which includes a robustness principle often called Postel's law: "an implementation should be conservative

    Jon Postel

    Jon Postel

    Jon_Postel

  • List of software development philosophies
  • Open–closed principle Package principles Pareto principle Parkinson's law Principle of least astonishment (POLA) Release early, release often Robustness principle

    List of software development philosophies

    List_of_software_development_philosophies

  • Occam's razor
  • Philosophical problem-solving principle

    problem-solving principle that recommends searching for explanations constructed with the smallest possible set of elements. It is also known as the principle of parsimony

    Occam's razor

    Occam's razor

    Occam's_razor

  • Internet Experiment Note
  • Technical publications related to development of precursors of the modern Internet

    BBN, NDRE, among others. Key networking principles, such as the robustness principle, were defined during the IEN work. History of the Internet International

    Internet Experiment Note

    Internet_Experiment_Note

  • Dependency inversion principle
  • Software programming object-oriented design methodology

    the dependency inversion principle is a specific methodology for loosely coupled software modules. When following this principle, the conventional dependency

    Dependency inversion principle

    Dependency_inversion_principle

  • Type variance
  • Programming language concept

    wherever a cat -> animal was expected. (One can compare this to the robustness principle of communication: "be liberal in what you accept and conservative

    Type variance

    Type_variance

  • Protocol ossification
  • Reduction in the flexibility of network protocol design due to middleboxes

    Forward compatibility Interoperability Hyrum's law Network effect Robustness principle Vendor lock-in Ammar 2018, p. 57-58. Ammar 2018, p. 59. Raiciu et

    Protocol ossification

    Protocol_ossification

  • Lithium polymer battery
  • Lithium-ion battery using a polymer electrolyte

    A lithium polymer battery, or more correctly, lithium-ion polymer battery (abbreviated as LiPo, LIP, Li-poly, lithium-poly, and others), is a rechargeable

    Lithium polymer battery

    Lithium polymer battery

    Lithium_polymer_battery

  • Entity–control–boundary
  • Architectural concept used in software design

    the different categories of classes in order to ensure the robustness of the design. Robustness diagrams allow to visually represent the relation between

    Entity–control–boundary

    Entity–control–boundary

  • Character encodings in HTML
  • Use of encoding systems for international characters in HTML

    which encoding to apply to the document, in accordance with the robustness principle. The WHATWG Encoding Standard, referenced by both standards, specifies

    Character encodings in HTML

    Character_encodings_in_HTML

  • Short Message Peer-to-Peer
  • Protocol for transferring short messages

    and interoperability any implementation should apply the Internet robustness principle: ″Be conservative in what you send, be liberal in what you accept″

    Short Message Peer-to-Peer

    Short_Message_Peer-to-Peer

  • Minimax
  • Decision rule used for minimizing the possible loss for a worst-case scenario

    where he refers to it in the context of The Difference Principle. Rawls defined this principle as the rule which states that social and economic inequalities

    Minimax

    Minimax

  • Robust control
  • Approach to controller design that explicitly deals with uncertainty

    stability and performance under uncertainty is referred to as robustness. The term robust control refers to the study of feedback regulation that began

    Robust control

    Robust_control

  • Principal component analysis
  • Method of data analysis

    recently proposed generalization of PCA based on a weighted PCA increases robustness by assigning different weights to data objects based on their estimated

    Principal component analysis

    Principal component analysis

    Principal_component_analysis

  • Sonority sequencing principle
  • Phonological principle observed in many languages

    perceptual robustness, a stranded consonant (one without a flanking vowel, liquid, or glide) is dispreferred unless it has sufficiently robust internal

    Sonority sequencing principle

    Sonority_sequencing_principle

  • Info-gap decision theory
  • Approach to optimizing robustness to failure

    info-gap robustness curves to select among management options for spruce-budworm populations in Eastern Canada. Burgman uses the fact that the robustness curves

    Info-gap decision theory

    Info-gap_decision_theory

  • Robustness of complex networks
  • Ability of a complex network to withstand failures and perturbations

    including complex networks. The study of robustness in complex networks is important for many fields. In ecology, robustness is an important attribute of ecosystems

    Robustness of complex networks

    Robustness_of_complex_networks

  • Frequency principle/spectral bias
  • Phenomenon observed in the study of Artificial Neural Networks

    the frequency principle (F-Principle) by Zhi-Qin John Xu et al. or spectral bias by Nasim Rahaman et al. The F-Principle can be robustly observed in DNNs

    Frequency principle/spectral bias

    Frequency_principle/spectral_bias

  • Uniformitarianism
  • Assumption that natural laws are constant through time and space

    Uniformitarianism, also known as the Doctrine of Uniformity or the Uniformitarian Principle, is the assumption that the same natural laws and processes that operate

    Uniformitarianism

    Uniformitarianism

    Uniformitarianism

  • Mere-exposure effect
  • Psychological phenomenon

    In social psychology, this effect is sometimes called the familiarity principle. The effect has been demonstrated with many kinds of things, including

    Mere-exposure effect

    Mere-exposure_effect

  • AI safety
  • Artificial intelligence field of study

    behave as intended), monitoring AI systems for risks, and enhancing their robustness. The field is particularly concerned with existential risks posed by advanced

    AI safety

    AI_safety

  • Robust Bayesian analysis
  • Type of sensitivity analysis

    Bayesian optimal decisions. Robust Bayesian analysis, also called Bayesian sensitivity analysis, investigates the robustness of answers from a Bayesian

    Robust Bayesian analysis

    Robust_Bayesian_analysis

  • Degeneracy (biology)
  • Process in biology

    situated agents for behavioural robustness. BioSystems 106, pp. 94–110. Fernandez-Leon, J.A. (2011). Behavioural robustness: a link between distributed mechanisms

    Degeneracy (biology)

    Degeneracy_(biology)

  • CI/CD
  • Software development methodology

    Publishing. ISBN 978-1-78728-661-0. Gallaba, Keheliya (2019). "Improving the Robustness and Efficiency of Continuous Integration and Deployment". 2019 IEEE International

    CI/CD

    CI/CD

  • Hexagonal architecture (software)
  • Software design pattern

    inner rings for use cases and entities. The clean architecture uses the principle of dependency inversion with the strict rule that dependencies shall only

    Hexagonal architecture (software)

    Hexagonal_architecture_(software)

  • Covariance
  • Measure of the joint variability

    loss function Efficiency Statistical distance divergence Asymptotics Robustness (Sensitivity analysis) Frequentist inference Point estimation Estimating

    Covariance

    Covariance

  • Responsiveness
  • Measure in human-computer interaction

    elasticity and message driven. It is one of the criteria under the principle of robustness. The other three are observability, recoverability, and task conformance

    Responsiveness

    Responsiveness

    Responsiveness

  • Control theory
  • Branch of engineering and mathematics

    were fairly robust; the state-space methods invented in the 1960s and 1970s were sometimes found to lack robustness. Examples of modern robust control techniques

    Control theory

    Control_theory

  • Prudence
  • Ability of a person to regulate itself with the use of reason

    Pratt. In accounting, prudence was historically regarded as a fundamental principle for determining the appropriate timing of revenue recognition. The rule

    Prudence

    Prudence

    Prudence

  • Geiger counter
  • Instrument used for measuring ionizing radiation

    counter is only one specific type of dosimeter. The original detection principle was realized in 1908 at the University of Manchester, but it was not until

    Geiger counter

    Geiger counter

    Geiger_counter

  • Morality
  • Standard, doctrine or system of conduct

    of the cognitive science society, 2009. Kaznatcheev, A. (2010, March). Robustness of ethnocentrism to changes in inter-personal interactions Archived 2013-12-04

    Morality

    Morality

    Morality

  • Normativity
  • Standards of what ought to be

    premises. It is controversial whether this type of proof can be valid in principle. Critics argue that normative knowledge belongs to a different domain

    Normativity

    Normativity

    Normativity

  • Falsifiability
  • Property of a statement that can be logically contradicted

    independent attempts to replicate findings, which directly tests the robustness and potential falsity of previous results and help contribute to reduce

    Falsifiability

    Falsifiability

    Falsifiability

  • Common law
  • Law created by judicial precedent

    to apply in deciding each new case. Common law is deeply rooted in the principle of stare decisis ("to stand by [things] decided"), where courts follow

    Common law

    Common law

    Common_law

  • Wald's maximin model
  • Non-probabilistic decision-making model

    problems of this type appear in robustness analysis. It has been shown that the radius of stability model and info-gap's robustness model are simple instances

    Wald's maximin model

    Wald's_maximin_model

  • Presumption of innocence
  • Legal principle that one is presumed innocent until proven guilty

    The presumption of innocence is a legal principle that every person accused of any crime is considered innocent until proven guilty. Under the presumption

    Presumption of innocence

    Presumption_of_innocence

  • Equator Principles
  • Risk management framework

    Grievance Mechanism Principle 7: Independent Review Principle 8: Covenants Principle 9: Independent Monitoring and Reporting Principle 10: Reporting and

    Equator Principles

    Equator Principles

    Equator_Principles

  • Pallet jack
  • Industrial machine

    specifically for use on uneven ground. They are made using heavy-duty frames and robust pneumatic tyres so that they can be manoeuvred over rough surfaces with

    Pallet jack

    Pallet jack

    Pallet_jack

  • Lindy effect
  • Theorized increase of longevity with age

    the additional life expectancy. This is an indicator of some robustness. The robustness of an item is proportional to its life! According to Taleb, Mandelbrot

    Lindy effect

    Lindy_effect

  • Information-centric networking
  • better scalability with respect to information/bandwidth demand and better robustness in challenging communication scenarios. In information-centric networking

    Information-centric networking

    Information-centric_networking

  • Compression fitting
  • Plumbing fitting

    the pipe heating up to allow soldering. Compression fittings are not as robust as soldered fittings. Compression fittings are typically used in applications

    Compression fitting

    Compression fitting

    Compression_fitting

  • Minimum description length
  • Model selection principle

    Minimum description length (MDL) is a model selection principle where the shortest description of the data is judged to be the best model. MDL methods

    Minimum description length

    Minimum_description_length

  • Yao's principle
  • Equivalence of average-case and expected complexity

    In computational complexity theory, Yao's principle (also called Yao's minimax principle or Yao's lemma) relates the performance of randomized algorithms

    Yao's principle

    Yao's_principle

  • Gaia hypothesis
  • Scientific hypothesis about Earth

    (/ˈɡaɪ.ə/), also known as the Gaia theory, Gaia paradigm, or the Gaia principle, proposes that living organisms interact with their inorganic surroundings

    Gaia hypothesis

    Gaia hypothesis

    Gaia_hypothesis

  • Quantum superposition
  • Principle of quantum mechanics

    Quantum superposition is a fundamental principle of quantum mechanics that states that linear combinations of solutions to the Schrödinger equation are

    Quantum superposition

    Quantum superposition

    Quantum_superposition

  • Model predictive control
  • Advanced method of process control

    doi:10.1109/9.704989. Nevistić, Vesna; Morari, Manfred (1996-06-01). "Robustness of MPC-Based Schemes for Constrained Control of Nonlinear Systems". IFAC

    Model predictive control

    Model_predictive_control

  • Galvanization
  • Process of layering steel or iron with zinc to prevent rusting

    levels of sulfur dioxide in the air. Hot-dip galvanizing deposits a thick, robust layer of zinc iron alloys on the surface of a steel item. The hot-dip process

    Galvanization

    Galvanization

    Galvanization

  • Comparative advantage
  • Lower relative opportunity cost in producing a good

    Comparative advantage is an economic principle that explains why people, firms, and countries can often benefit from trade even when one party is more

    Comparative advantage

    Comparative_advantage

  • Randomization
  • Process of making something random

    burden associated to robust control techniques: a sample of values of the uncertainty parameters is randomly drawn and robustness is enforced for these

    Randomization

    Randomization

    Randomization

  • Direct-conversion receiver
  • Type of radio design

    Institution of Radio Engineers, April 1954 U.S. patent 706,740, "Wireless Signaling" (heterodyne principle) – 12 August 1902 - by Reginald Fessenden

    Direct-conversion receiver

    Direct-conversion_receiver

  • Breusch–Pagan test
  • Statistical test

    1983 (Cook–Weisberg test). Derived from the Lagrange multiplier test principle, it tests whether the variance of the errors from a regression is dependent

    Breusch–Pagan test

    Breusch–Pagan_test

  • Heterodyne
  • Signal processing technique

    rejected. Heterodyning is not limited to radio frequencies; the same principle applies across the electromagnetic spectrum, including infrared and optical

    Heterodyne

    Heterodyne

    Heterodyne

  • Photoionization detector
  • Type of gas detector

    Fill gas Window material Comments 11.7 eV Ar LiF Short-lived 10.6 eV Kr MgF2 Most robust 10.2 eV H2 MgF2 10.0 eV Kr CaF2 9.6 eV Xe BaF2 8.4 eV Xe Al2O3

    Photoionization detector

    Photoionization_detector

  • Big Bounce
  • Model for the origin of the universe

    Big Bounce has still to be demonstrated from loop quantum gravity, the robustness of its main features has been confirmed using exact results and several

    Big Bounce

    Big Bounce

    Big_Bounce

  • Heuristic
  • Problem-solving method

    certain elements of a related type of reasoning, namely that found in robustness analysis. Schoemaker, Paul (1991). "The quest for optimality: A positive

    Heuristic

    Heuristic

  • Service granularity principle
  • Aspect of software design

    services exhibit contrasting characteristics. They generally provide higher robustness and reliability by minimizing communication overhead and coordination

    Service granularity principle

    Service_granularity_principle

  • Sticky pad
  • Tian, Yue Liu, Liming Dai, Yanqing Yang & Zhenhai Xia (20 November 2015). "Robust self-cleaning and micromanipulation capabilities of gecko spatulae and their

    Sticky pad

    Sticky_pad

  • Albert Einstein
  • German-born theoretical physicist (1879–1955)

    geodesic principle can be recovered as theorem in general relativity, it is not a consequence of Einstein's equation (or the conservation principle) alone

    Albert Einstein

    Albert Einstein

    Albert_Einstein

  • Acoustic Doppler current profiler
  • Meter used to measure water current velocities

    pulse and is referred to as "incoherent" or "narrowband". The method is robust and provides good quality mean current profiles but has limited space-time

    Acoustic Doppler current profiler

    Acoustic_Doppler_current_profiler

  • Theil–Sen estimator
  • Statistical method for fitting a line

    "simplicity in computation, analytical estimates of confidence intervals, robustness to outliers, testable assumptions regarding residuals and ... limited

    Theil–Sen estimator

    Theil–Sen estimator

    Theil–Sen_estimator

  • Binary Reed–Solomon encoding
  • Encoding method

    failure. The Reed-Solomon encoding produces a storage coding system which robust to the simultaneous failure of any subset of m nodes. To do this, we adding

    Binary Reed–Solomon encoding

    Binary Reed–Solomon encoding

    Binary_Reed–Solomon_encoding

  • Hellschreiber
  • Teleprinter commonly used 1930s–1980s

    narrow band communication program that makes use of the Hellschreiber principle – requiring that the transmitter and receiver both use the same column-scan

    Hellschreiber

    Hellschreiber

  • BSD Authentication
  • Authentication framework and software API

    significant security benefits, notably improved fail-safeness of software, and robustness against malicious and accidental software bugs. Name Service Switch Niels

    BSD Authentication

    BSD_Authentication

  • Least squares
  • Approximation method in statistics

    loss function Efficiency Statistical distance divergence Asymptotics Robustness (Sensitivity analysis) Frequentist inference Point estimation Estimating

    Least squares

    Least squares

    Least_squares

  • Principle of good enough
  • Principle of social research

    Principle of good enough (often referred to as the "good enough" principle) is a heuristic and product philosophy in software engineering, systems design

    Principle of good enough

    Principle_of_good_enough

  • Ecological resilience
  • Capacity of ecosystems to resist and recover from change

    differentiation Ontogenetic niche shift Other networks Assembly rules Bateman's principle Bioluminescence Ecological collapse Ecological debt Ecological deficit

    Ecological resilience

    Ecological resilience

    Ecological_resilience

  • Defence in depth
  • Military strategy

    impacts of the failure. Defence-in-depth is required to guarantee the robustness of vital systems, e.g. in nuclear technologies and for aerospace systems

    Defence in depth

    Defence_in_depth

  • Cryptographic agility
  • Ability to easily switch cryptographic primitives

    development of a conceptual framework for agility as a generalized design principle applicable to hardware systems and extending beyond cryptography. The

    Cryptographic agility

    Cryptographic_agility

  • TALQ Protocol
  • correctness, utilizing the online TALQ certification tool (TCT) to ensure robust implementation. To use the TCT and receive certifications, vendors have

    TALQ Protocol

    TALQ_Protocol

  • Faraday cup electrometer
  • Form of an electrical aerosol instrument used in aerosol studies

    secondary electron multipliers. The advantage of the Faraday cup is its robustness and the possibility to measure the ion or electron stream absolutely.

    Faraday cup electrometer

    Faraday_cup_electrometer

  • Finite element method
  • Numerical method for solving physical or engineering problems

    minimize the complexity of mesh generation, while retaining the accuracy and robustness of a standard finite element method." The generalized finite element method

    Finite element method

    Finite element method

    Finite_element_method

  • Distributed practice
  • Learning strategy

    principles: graduated interval recall, principle of anticipation, core vocabulary, and organic learning. The principle of graduated interval recall is based

    Distributed practice

    Distributed_practice

  • Stochastic control
  • Probabilistic optimal control

    Control theory Multiplier uncertainty Stochastic scheduling Separation principle in stochastic control Definition from Answers.com Chow, Gregory P. (1976)

    Stochastic control

    Stochastic_control

  • Virgo interferometer
  • Gravitational-wave detector in Italy

    with an amplification stage also made of fibres, to improve the system's robustness; its final configuration is planned to combine the light of two lasers

    Virgo interferometer

    Virgo interferometer

    Virgo_interferometer

  • Electrooculography
  • Technique

    Computing (UbiComp 2008), pages 84–93, ACM Press, 2008 Bulling, A. et al.: Robust Recognition of Reading Activity in Transit Using Wearable Electrooculography

    Electrooculography

    Electrooculography

    Electrooculography

  • Malnutrition
  • Medical condition caused by receiving too little or too many nutrients

    Retrieved April 29, 2026. Malthus TR, Appleman P (1976). An essay on the principle of population: text, sources and background, criticism. Norton. ISBN 978-0-393-09202-8

    Malnutrition

    Malnutrition

    Malnutrition

  • In Bruges
  • 2008 film by Martin McDonagh

    and in sustaining a writing voice that roars with a particularly Irish robustness of obscenity." She also added that "neither star is sloppy, but both are

    In Bruges

    In_Bruges

  • Superconducting magnetic energy storage
  • Energy storage technique

    with other superconducting applications, cryogenics are a necessity. A robust mechanical structure is usually required to contain the very large Lorentz

    Superconducting magnetic energy storage

    Superconducting_magnetic_energy_storage

  • Gadi Eisenkot
  • Israeli general and politician (born 1960)

    Erez (2022). "Israel's inter-war campaigns doctrine: From opportunism to principle". Journal of Strategic Studies. 46 (2): 293–318. doi:10.1080/01402390

    Gadi Eisenkot

    Gadi Eisenkot

    Gadi_Eisenkot

  • Fractional crystallization (chemistry)
  • Method for refining substances based on differences in their solubility

    composition than the remaining liquid. This is the fundamental physical principle behind the melt fractionating process and quite comparable to distillation

    Fractional crystallization (chemistry)

    Fractional crystallization (chemistry)

    Fractional_crystallization_(chemistry)

  • W48 (telephone)
  • when it was replaced with the FeTAp 611. Because of its former ubiquity, robustness, and elegant industrial design it is regarded in Germany as the classic

    W48 (telephone)

    W48 (telephone)

    W48_(telephone)

  • Information hiding
  • Principle of computer program design

    In computer science, information hiding is the principle of segregation of the design decisions in a computer program that are most likely to change,

    Information hiding

    Information_hiding

  • Linear–quadratic–Gaussian control
  • Linear optimal control technique

    controller. LQG optimality does not automatically ensure good robustness properties. The robust stability of the closed loop system must be checked separately

    Linear–quadratic–Gaussian control

    Linear–quadratic–Gaussian_control

  • Vitrimers
  • Class of plastics

    The research group led by Ludwik Leibler demonstrated the operating principle of vitrimers at the example of epoxy thermosets. Epoxy thermosets can

    Vitrimers

    Vitrimers

  • Epigenetics
  • Study of DNA modifications that do not change its sequence

    to the maintenance and transmission of methylated DNA states, the same principle could work in the maintenance and transmission of histone modifications

    Epigenetics

    Epigenetics

    Epigenetics

  • Structure from motion
  • Method of 3D reconstruction from moving objects

    this orientation. Another common feature detector is the SURF (speeded-up robust features). In SURF, the DOG is replaced with a Hessian matrix-based blob

    Structure from motion

    Structure_from_motion

  • Scanning acoustic microscope
  • Device using focused sound to evaluate an object

    Djuric-Rissner, Tatjana (November 2019). "Scanning Acoustic Microscopy (SAM): A Robust Method for Defect Detection during the Manufacturing Process of Ultrasound

    Scanning acoustic microscope

    Scanning acoustic microscope

    Scanning_acoustic_microscope

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