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Automated method for solving mazes
A maze-solving algorithm is an automated method for solving a maze. The random mouse, wall follower, Pledge, and Trémaux's algorithms are designed to
Maze-solving_algorithm
Automated methods for the creation of mazes
Maze generation algorithms are automated methods for the creation of mazes. A maze can be generated by starting with a predetermined arrangement of cells
Maze_generation_algorithm
Puzzle game
obstructions within an open area. Maze solving is the act of finding a route through the maze from the start to finish. Some maze solving methods are designed to
Maze
Algorithm to search the nodes of a graph
used it to find the shortest path out of a maze, and later developed by C. Y. Lee into a wire routing algorithm (published in 1961). The below pseudocode
Breadth-first_search
Topics referred to by the same term
Pledge (1867–1954), Australian pioneer and pastoralist Pledge, a maze-solving algorithm All pages with titles beginning with Pledge All pages with titles
Pledge
Problem solving method
of the Minotaur’s labyrinth, is solving a problem which has multiple apparent ways to proceed—such as a physical maze, a logic puzzle, or an ethical dilemma—through
Ariadne's_thread_(logic)
Class of algorithms
algorithms are used in computer networking and graphics. Flooding algorithms are also useful for solving many mathematical problems, including maze problems
Flooding_algorithm
Competitive event involving small robotic mice
Micromouse is an event where small robotic mice compete to solve a 16×16 maze. The first Micromouse event was announced by IEEE Spectrum in 1977 by and
Micromouse
Algorithm to search the nodes of a graph
century by French mathematician Charles Pierre Trémaux as a strategy for solving mazes. The time and space analysis of DFS differs according to its application
Depth-first_search
Algorithm used for pathfinding and graph traversal
every algorithm A′ in Alts, the set of nodes expanded by A in solving P is a subset (possibly equal) of the set of nodes expanded by A′ in solving P. The
A*_search_algorithm
Surname list
include: Charles Pierre Trémaux (1859–1882), French inventor of a maze solving algorithm, named after him Pierre Trémaux (1818-1895), French architect, photographer
Trémaux
Topics referred to by the same term
refer to: Wall-following, a thigmotaxis behavior Wall-following, a maze-solving algorithm ("Hand On Wall Rule") This disambiguation page lists articles associated
Wall-following
1976 mathematics text
strictly chronological. The first chapter, on paths, includes maze-solving algorithms as well as Euler's work on Euler tours. Next, a chapter on circuits
Graph_Theory,_1736–1936
Plotting by a computer application
It is a more practical variant on solving mazes. This field of research is based heavily on Dijkstra's algorithm for finding the shortest path on a weighted
Pathfinding
Mathematical puzzle game
Frame–Stewart algorithm is known without proof of optimality since 1941. For the formal derivation of the exact number of minimum moves required to solve the problem
Tower_of_Hanoi
Literary scholar and media theorist
Participants wrote and demonstrated particular algorithms. Examples included a maze-solving algorithm based on Shannon's Thesius robot mouse, a Markov
Friedrich_Kittler
Algorithm based on breadth-first search to solve mazes
The Lee algorithm is one possible solution for maze routing problems based on breadth-first search. It always gives an optimal solution, if one exists
Lee_algorithm
Algorithm for solving boundary value problems of the Eikonal equation
level-set methods. More general algorithms exist but are normally slower. Extensions to non-flat (triangulated) domains solving | ∇ S u ( x ) | = 1 / f ( x
Fast_marching_method
Model-free reinforcement learning algorithm
Q-learning is a reinforcement learning algorithm that trains an agent to assign values to its possible actions based on its current state, without requiring
Q-learning
colossal poster mazes of 200×200.[citation needed] Secrets of the Maze by Adrian Fisher, page 35 Maze Maze generation algorithm List of maze video games
Picture_maze
Computer science algorithm
tree to be re-constructed in an efficient manner); maze generation algorithms; flood fill algorithm for marking contiguous regions of a two dimensional
Graph_traversal
Method for finding minimum spanning trees
In computer science, Prim's algorithm is a greedy algorithm that finds a minimum spanning tree for a weighted undirected graph. This means it finds a
Prim's_algorithm
Process of achieving a goal by overcoming obstacles
former is an example of simple problem solving (SPS) addressing one issue, whereas the latter is complex problem solving (CPS) with multiple interrelated obstacles
Problem_solving
Logic puzzle
2025-07-18. Hegeman, Meili (2022). Generating Pipes puzzles using maze-generating algorithm (PDF) (Thesis). Leiden Institute of Advanced Computer Science
Pipes_(puzzle)
Elaborate, confusing structure in Greek mythology
Mazes to Mathematics, Exposition by Tony Phillips Astrolog.org, Maze classification, Extensive classification of labyrinths and algorithms to solve them
Labyrinth
Computational problem of graph theory
of vertices. Several well-known algorithms exist for solving this problem and its variants. Dijkstra's algorithm solves the single-source shortest path
Shortest_path_problem
neural processing unit, feedback and feedforward neural networks, maze solving algorithm Computer vision – optical character recognition (OCR), augmented
List_of_MOSFET_applications
Logic puzzle forming a picture in a grid
contradictions. Solving nonogram puzzles is an NP-complete problem. This means that there is no polynomial time algorithm that solves all nonogram puzzles
Nonogram
Logic problem
nodes are generated by adding each of the possible action vectors. The algorithm continues alternating subtraction and addition for each level of the tree
Missionaries and cannibals problem
Missionaries_and_cannibals_problem
Type of cognitive architecture
spoken dialog systems, and solving NP-hard constraint satisfaction problems, and is general enough for many problem solving applications. FORR does not
FORR
Oral puzzle guessing game
to solve a situation puzzle. The term lateral thinking was coined by Edward de Bono in the 1960s and 1970s, to denote a creative problem-solving style
Situation_puzzle
1984 video game
Breeder, a 1986 Famicom algorithm-based simulation combat game by SoftPro ChipWits COMSIGHT, a 1987 PC88, X1, and X68000 algorithm-based simulation combat
Robot_Odyssey
List of concepts in artificial intelligence
It is a more practical variant on solving mazes. This field of research is based heavily on Dijkstra's algorithm for finding a shortest path on a weighted
Glossary of artificial intelligence
Glossary_of_artificial_intelligence
20th episode of the 18th season of The Simpsons
leads the family into a cornfield maze. Lisa crafts an escape plan with Tremaux's algorithm, a real life maze-solving method, but Homer is left behind
Stop,_or_My_Dog_Will_Shoot!
Puzzle video game
maze in the game, the rules for solving each puzzle differ depending on the set of symbols included on each specific maze. The game map was divided into
The_Witness_(2016_video_game)
Color filter array
select demosaicing algorithm and control the transformation parameters, which is used not only in consumer photography but also in solving various technical
Bayer_filter
Spore-forming organisms
Nakagaki, Toshiyuki; Yamada, Hiroyasu; Toth, Agotha (September 28, 2000). "Maze-solving by an amoeboid organism". Nature. 407 (6803): 470. doi:10.1038/35035159
Slime_mold
Discrete model of computation
straighter corridors compared with Maze, with the rule B3/S12345. Since these cellular automaton rules are deterministic, each maze generated is uniquely determined
Cellular_automaton
Path in a graph that visits each vertex exactly once
is an edge decomposition of a graph into Hamiltonian circuits. A Hamilton maze is a type of logic puzzle in which the goal is to find the unique Hamiltonian
Hamiltonian_path
3-D combination puzzle
cannot be solved by being broken apart. It is considered suitable for all ages and reviews described it as addictive and engaging. Ball-in-a-maze puzzle
Rubik's_360
is not impossible -gry, a word puzzle List of undecidable problems, no algorithm can exist to answer a yes–no question about the input Archer, Aaron F
List_of_impossible_puzzles
Biological molecules for computations
Computing with Engineered Bacteria and Its Application in Solving Chemically Generated 2 × 2 Maze Problems". ACS Synthetic Biology. 10 (10): 2456–2464. doi:10
Biological_computing
Simple mechanical puzzles using topology
of many such puzzles can often be difficult, and there is no universal algorithm that will provide the solution generally to such puzzles. Wikimedia Commons
Disentanglement_puzzle
Google Doodle version of Pac-Man, a 1980 maze video game
The Pac-Man Google Doodle is a maze video game made as a Google Doodle by Google and released on May 21, 2010, in celebration of the 30th anniversary of
Pac-Man_Google_Doodle
Class of software bugs
mazes and algorithmic complexity attacks. In both cases, the attacker manipulates the OS state to control scheduling of the victim. File system mazes
Time-of-check_to_time-of-use
1983 video game
features a command menu system, point-and-click interface, and 3D dungeon maze. Upon its release, The Portopia Serial Murder Case was well received in Japan
The Portopia Serial Murder Case
The_Portopia_Serial_Murder_Case
Question in combinatorial game theory
conditions. Oddvar Kloster discovered a constructive algorithm to solve the problem with a 2-angel. This algorithm is quite simple and also optimal, since, as
Angel_problem
in 1970, which provided an algorithm that solves USTCON in log2 n space. Unlike depth-first search, however, this algorithm is impractical for most applications
SL_(complexity)
Puzzle video game
search algorithm enhanced with domain-specific techniques such as deadlock detection. A later solver, Festival, introduced the FESS search algorithm and
Sokoban
American mathematician and computer scientist
authored "Variable Length Binary Encodings", "The Shortest Path Through a Maze", "A simplified universal Turing machine", and "Complete Relay Decoding Networks"
Edward_F._Moore
Sequence of points far from previous points
doi:10.1109/83.623193, PMID 18283019 Mazer, E.; Ahuactzin, J. M.; Bessiere, P. (1998), "The Ariadne's clew algorithm", Journal of Artificial Intelligence
Farthest-first_traversal
Galaxy in the Alien Asylum English Country Tune Enigma Golf Peaks iWing Maze 2 Kumoon Kuru Kuru Kururin Kururin Paradise Kururin Squash! Kye Lasertank
List_of_puzzle_video_games
Australian reality competition series
while the losers are eliminated. Twists The Algorithm: Introduced after the first elimination, an algorithm assigns players a new partner of the opposite
The_Challenge:_Australia
German puzzle designer and inventor (1939–2022)
illusion Packing problems Paradox Problem solving Puzzlehunt Syllogism Tale Lists Impossible puzzles Maze video games Nikoli puzzle types Puzzle video
Uwe_Mèffert
Israeli computer scientist and mathematician
Impagliazzo, Wigderson discovered that for algorithms that solve problems through coin flipping, there exists an algorithm that is almost as fast that does not
Avi_Wigderson
of this algorithm in a program called the "General Problem Solver". Other "searching" programs accomplished impressive results like solving problems
History of artificial intelligence
History_of_artificial_intelligence
Problems which attempt to find the most efficient way to pack objects into containers
server. The problem is NP-complete in general, but there are fast algorithms for solving small instances. In tiling or tessellation problems, there are to
Packing_problems
Generalization of depth-first search trees
French author who used a form of depth-first search as a strategy for solving mazes. They have also been called normal spanning trees, especially in the
Trémaux_tree
Dutch puzzle maker (born 1965)
was mass-produced by WitEden. Treasure chest: A 3×3×3 puzzle that when solved, can be opened, revealing a small chamber inside. It was mass-produced by
Oskar_van_Deventer
Puzzles solved by mechanical manipulation
is usually marked with different colours, intended to be scrambled, then solved by a sequence of moves that sort the facets by colour. Generally, combination
Combination_puzzle
American puzzle designer (1939–2022)
illusion Packing problems Paradox Problem solving Puzzlehunt Syllogism Tale Lists Impossible puzzles Maze video games Nikoli puzzle types Puzzle video
Larry_D._Nichols
2024 American Television series
storylines and secrets pile up, the mystery becomes more of a confusing maze than an intriguing puzzle." Death and Other Details was one of 200 television
Death_and_Other_Details
general intelligence. The term game AI is used to refer to a broad set of algorithms that also include techniques from control theory, robotics, computer graphics
Artificial intelligence in video games
Artificial_intelligence_in_video_games
British puzzle designer
when it was first released in the UK. He worked out his own solution to solve it. Fisher first began creating puzzles in 1981, when he modified two existing
Tony_Fisher_(puzzle_designer)
Argentine Reality TV show
twists below) later selected by the winners. Twists The Algorithm: From episodes 1 to 10, an algorithm assigns players a new partner of the opposite gender
The Challenge Argentina: El Desafío
The_Challenge_Argentina:_El_Desafío
Field of study in Psychology
process linking psychometrics with computer programming. It uses a computer algorithm to automatically create test items that are the basic building blocks
Automatic_item_generation
Project in integrated circuit design
iterative search and repair process relying on maze routing. Using variants of the A* or Lee algorithms, in the "search and repair" phase congested wires
OpenROAD_Project
Robotics competition
various robotics challenges including Bots Combat, Robo Race, Robo Soccer, Maze Solver, Water Rocket, Drone Racing, RC Plane Racing and Innovation. 6th Edition
Technoxian
Discipline related to computer vision and cartography
Internet of Things (IoT) Indoor positioning system Map database management Maze Simulator Mobile robot Neato Robotics Real-time locating system (RTLS). Robotics
Robotic_mapping
Al-Khwārizmī introduced the systematic concepts of algorithms and algebra; indeed, the very term "algorithm" is derived from the Latinized form of his name
History_of_computing
Art design in video game development
game history, for example for box art and promotional materials. In 1974, Maze Wars achieved rudimentary 3D graphics using wireframes, and more detailed
Game_art_design
Genre of card games
Glossary of patience and solitaire terms Patience sorting, a computer algorithm named after the card game genre See e.g. Parlett (1979) and Morehead &
Solitaire
Disney media franchise
digital counterpart, Clu. Together with warrior Quorra, an Isomorphic Algorithm and the last of her kind, they embark on a mission to prevent Clu from
Tron_(franchise)
American psychologist (1928–1971)
theorem states convergence of the learning algorithm if this realisation of an elementary perceptron can solve the problem. His work was done in collaboration
Frank_Rosenblatt
2025 Marvel Studios film
originally envisioned them as "ethereal and dreamy" but believed making them mazes akin to those seen in the film Being John Malkovich (1999) helped with visualizing
Thunderbolts*
possible choices we might make", while Bush imagines "a challenging maze, waiting to be solved by an appropriately organized and clever team effort." Forward
Forward_Anywhere
Canadian neuropsychologist (1904–1985)
lobes with age, he designed a variable path maze for rats with Kenneth Williams called the Hebb-Williams maze, a method for testing animal intelligence
Donald_O._Hebb
Engineering discipline specializing in the design of computer hardware
interference and entanglement, with classical computers to solve complex problems and formulate algorithms much more efficiently. Individuals focus on fields
Computer_engineering
demonstrated. Graphene quantum dot spin qubits are proposed. The HHL algorithm for solving linear equations is published. Graphene quantum dot qubits are described
Timeline of quantum computing and communication
Timeline_of_quantum_computing_and_communication
Statistical methods to build mathematical models of dynamical systems from measured data
can utilize both input and output data (e.g. eigensystem realization algorithm) or can include only the output data (e.g. frequency domain decomposition)
System_identification
Entrance exam for health science courses in Australia and New Zealand
health sciences. These qualities include: critical thinking and problem solving, ability to understand people, and abstract non-verbal reasoning. The first
Undergraduate Medicine and Health Sciences Admission Test
Undergraduate_Medicine_and_Health_Sciences_Admission_Test
foragers the information about the number of branches of a special "counting maze" they had to go to in order to obtain syrup. The findings concerning number
Number_sense_in_animals
Video game genre
modern Ninja Gaiden, God of War, and Bayonetta. Maze games such as Pac-Man involve navigating a maze to avoid or chase adversaries. Platform games, commonly
Action_game
Mathematical puzzle of avoiding crossings
266, pp. 751–753 Larsen, Mogens Esrom (1994), "Misunderstanding my mazy mazes may make me miserable", in Guy, Richard K.; Woodrow, Robert E. (eds.), Proceedings
Three_utilities_problem
Type of go problem
illusion Packing problems Paradox Problem solving Puzzlehunt Syllogism Tale Lists Impossible puzzles Maze video games Nikoli puzzle types Puzzle video
Tsumego
Model used to visualise relationship between genotypes and reproductive success
optimization methods such as genetic algorithms or evolution strategies. In evolutionary optimization, one tries to solve real-world problems (e.g., engineering
Fitness_landscape
Coordination of multiple robots as a system
rescue-workers cannot reach safely, to explore the unknown environment and solve complex mazes via onboard sensors. Swarm robotics can also be suited to tasks that
Swarm_robotics
Method of statistical inference
probabilistic numerics to solve numerical problems The problem considered by Bayes in Proposition 9 of his essay, "An Essay Towards Solving a Problem in the Doctrine
Bayesian_inference
Graph representing faces of another graph
already knowing their embeddings) is a nontrivial algorithmic problem. For biconnected graphs, it can be solved in polynomial time by using the SPQR trees of
Dual_graph
Chess playing program
machine that learned how to work its way through a two-dimensional, 5x5 cell maze in 1949. Shannon viewed this as an analogue of the way that organisms learn
CHAOS_(chess)
Probability concept
player controls Pac-Man through a maze, eating pac-dots. Meanwhile, he is being hunted by ghosts. For convenience, the maze shall be a small 3x3-grid and
Continuous-time_Markov_chain
Season of television series
Claire Mahoney, a talented young mathematician who is heavily involved in solving a nautilus-themed cryptographic puzzle, a recruitment tool used to find
Person_of_Interest_season_4
can be solved using a variety of commercial and open-source exact algorithm solvers. In contrast to the algorithms conventionally used to solve conservation
Marxan
American adult animated Netflix series
hopes of getting dating advice, who agrees to help her make a dating algorithm in return for the second season of Friends. Reagan makes a robot version
Inside_Job_(2021_TV_series)
Outdoor recreational activity
to accommodate such crowds. Activities typically include a GPS Adventures Maze, panels, vendors, live music, and carnival rides. Usually the week before
Geocaching
Mobile robot by EPFL
programming. It has featured in undergraduate lab assignments (e.g., maze solving, line following) and advanced projects (e.g., robot soccer, multi-robot
Khepera_mobile_robot
Type of logic puzzle
the board. labyrinths: player runs one convoluted path way, no dead ends. mazes: player runs fixed set of pathways, many dead ends. Sokoban-type puzzles:
Transport_puzzle
Video game series
sequels. Repton, the titular protagonist, is moved around an underground maze in a quest to find all the diamonds (some are held in safes, their release
Repton_(video_game)
American technology company
Benj (March 21, 2025). "Cloudflare turns "AI" against itself with endless maze of irrelevant facts". Ars Technica. Retrieved July 2, 2025. Davis, Wes (March
Cloudflare
Designing plans for layout and planting of gardens
design Stage/set lighting design Textile design Other design & engineering Algorithm design Behavioural design Boiler design Database design Drug design Electrical
Garden_design
MAZE SOLVING-ALGORITHM
MAZE SOLVING-ALGORITHM
Surname or Lastname
English
English : from a medieval personal name, a survival of Old English Mæssa, which came to be taken as a pet form of Matthew.English : possibly a metonymic occupational name for a mace-bearer, from Old French masse ‘mace’.English : habitational name from Macé in Orne, France.French (Macé) : variant of Massey; also a vernacular form of the personal name Mathieu (see Matthew).
Surname or Lastname
English
English : nickname for someone with close-cropped hair or a large head, Middle English bolling ‘pollard’, or for a heavy drinker, from Middle English bolling ‘excessive drinking’.German (Bölling) : from a pet form of a personal name formed with Germanic bald ‘bold’, ‘brave’ (see Baldwin).Swedish : either an ornamental name composed of Boll + the suffix -ing ‘belonging to’, or possibly a habitational name from a place named Bolling(e).
Female
Swedish
Swedish form of Old Norse Solveig, SOLVIG means "strong house."
Surname or Lastname
English
English : from the Old Norse personal name Kollungr, a derivative of Koli, or from an Old English cognate, Colling, a derivative of Cola (see Cole 2).English : from a pet form of Coll 1.Altered spelling of German Kölling (see Kolling).
Boy/Male
Finnish, German, Irish
Morning; Great; Dawn
Boy/Male
Irish
Great.
Female
English
 Latin name MARE means "sea." Compare with another form of Mare.
Female
English
Short form of Old English Hazel, HAZE means "reddish-brown" or "hazel tree."
Female
English
Variant spelling of English May, a pet form of Margaret, MAE means "pearl," and Mary, meaning "obstinacy, rebelliousness" or "their rebellion."
Surname or Lastname
English
English : from a pet form of the personal name Rollo or Rolf.German : patronymic from the personal name Role, a reduced form of Rudolf.German : habitational name from any of several places called Rolling in Silesia.(Rölling) : variant of 2 and 3, or a nickname for a lecher, from Rölling ‘tom cat’.
Male
Native American
Native American Dakota name MAZA BLASKA means "flat iron."
Surname or Lastname
Danish
Danish : probably a habitational name from Kolding. This was originally the name of a river, from kaldr ‘cold’ + a derivational suffix -ung, hence ‘the cold river’.English : perhaps a spelling variant of Golding.
Boy/Male
Australian, English, Indian, Latin, Malayalam
King; Derived from the Word Salvino; Saviour
Female
Irish
Variant spelling of Irish Maeve, MAVE means "intoxicating."Â
Surname or Lastname
English
English : nickname for a virile man, from Middle English male ‘masculine’ (Old French masle, madle, Latin masculus).Belgian (van Male) : habitational name from any of a number of places in Flanders named Male.
Boy/Male
Indian
Expert, Lord Vishnu
Girl/Female
Danish, German
Champion
Boy/Male
Hindu, Indian
Lord Krishna
Boy/Male
English
A mace was a medieval weapon used by knights.
Surname or Lastname
English
English : from the late Old English personal name Golding, in form a patronymic from Golda (see Gold 4).German : patronymic from a short form of a Germanic personal name formed with gold, guld ‘gold’, ‘bright’.Jewish (from Latvia and Lithuania) : habitational name from Golding, the German and Yiddish name of the city of Kuldīga in Latvia.
MAZE SOLVING-ALGORITHM
MAZE SOLVING-ALGORITHM
Boy/Male
Norse
Growing.
Boy/Male
Gujarati, Hindu, Indian, Kannada, Kashmiri, Punjabi, Sikh
The Lamp of the Family
Boy/Male
Tamil
Prasannjit | பà¯à®°à®¸à®¨à¯à®¨à®œà¯€à®¤
Who has won happiness, Joy
Male
Russian
(Виталий) Russian form of Roman Latin Vitalis, VITALIY means "of life; vital."
Boy/Male
Hindu, Indian, Punjabi
Famed
Surname or Lastname
English
English : variant of Melson.
Girl/Female
Bengali, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Tamil, Telugu
Matchless; The First
Boy/Male
Indian, Punjabi, Sikh
Mighty Brave
Surname or Lastname
English and Irish
English and Irish : according to MacLysaght, a habitational name from an unidentified place in England. There is a current English habitational surname Shambrook, which may be the source.
Boy/Male
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Telugu
Happy
MAZE SOLVING-ALGORITHM
MAZE SOLVING-ALGORITHM
MAZE SOLVING-ALGORITHM
MAZE SOLVING-ALGORITHM
MAZE SOLVING-ALGORITHM
n.
The act of fitting up shelves; as, the job of shelving a closet.
a.
Serving to absolve; absolving.
a.
Having the power of dissolving; dissolving; as, a solvent fluid.
a.
Sloping gradually; shelving.
imp. & p. p.
of Make
n. & v.
See Maze.
imp. & p. p.
of Maze
v. t.
To perplex greatly; to bewilder; to astonish and confuse; to amaze.
a.
Rotating on an axis, or moving along a surface by rotation; turning over and over as if on an axis or a pivot; as, a rolling wheel or ball.
a.
Moving on wheels or rollers, or as if on wheels or rollers; as, a rolling chair.
a.
Having gradual, rounded undulations of surface; as, a rolling country; rolling land.
n.
That which resolves; as, a solvent of mystery.
a.
Wetting thoroughly; drenching; as, a soaking rain.
v. t.
Suitable to the male sex; characteristic or suggestive of a male; masculine; as, male courage.
v. t.
To bewilder; to stupefy; to bring into a maze.
v. t.
To gain, as the result of one's efforts; to get, as profit; to make acquisition of; to have accrue or happen to one; as, to make a large profit; to make an error; to make a loss; to make money.
a.
Able or sufficient to pay all just debts; as, a solvent merchant; the estate is solvent.
a.
Sloping gradually; inclining; as, a shelving shore.