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AVERAGE CASE-COMPLEXITY

  • Average-case complexity
  • Algorithm characteristic in computations

    In computational complexity theory, the average-case complexity of an algorithm is the amount of some computational resource (typically time) used by the

    Average-case complexity

    Average-case_complexity

  • Best, worst and average case
  • Measures of how efficiently algorithms use resources

    The worst-case analysis is related to the worst-case complexity. Many algorithms with bad worst-case performance have good average-case performance

    Best, worst and average case

    Best,_worst_and_average_case

  • Computational complexity
  • Amount of resources to perform an algorithm

    worst-case complexity is the maximum of the complexity over all inputs of size n, and the average-case complexity is the average of the complexity over

    Computational complexity

    Computational_complexity

  • Computational complexity theory
  • Inherent difficulty of computational problems

    following complexities: Best-case complexity: This is the complexity of solving the problem for the best input of size n {\displaystyle n} . Average-case complexity:

    Computational complexity theory

    Computational_complexity_theory

  • Worst-case complexity
  • Upper bound on resources required by an algorithm

    complexity of an algorithm should be contrasted with its average-case complexity, which is an average measure of the amount of resources the algorithm uses

    Worst-case complexity

    Worst-case_complexity

  • Time complexity
  • Estimate of time taken for running an algorithm

    Less common, and usually specified explicitly, is the average-case complexity, which is the average of the time taken on inputs of a given size (this makes

    Time complexity

    Time complexity

    Time_complexity

  • Probabilistic analysis of algorithms
  • probabilistic complexity estimates are the average-case complexity and the almost-always complexity. To obtain the average-case complexity, given an input

    Probabilistic analysis of algorithms

    Probabilistic_analysis_of_algorithms

  • Leonid Levin
  • Soviet-American mathematician

    his work in randomness in computing, algorithmic complexity and intractability, average-case complexity, foundations of mathematics and computer science

    Leonid Levin

    Leonid Levin

    Leonid_Levin

  • Generic-case complexity
  • Generic-case complexity is a subfield of computational complexity theory that studies the complexity of computational problems on "most inputs". Generic-case

    Generic-case complexity

    Generic-case_complexity

  • Shellsort
  • Sorting algorithm which uses multiple comparison intervals

    unknown whether Shellsort can reach this asymptotic order of average-case complexity, which is optimal for comparison sorts. The lower bound was improved

    Shellsort

    Shellsort

    Shellsort

  • Smoothed analysis
  • Algorithm analysis method

    worst-case complexity. Average-case analysis was first introduced to overcome the limitations of worst-case analysis. However, the resulting average-case complexity

    Smoothed analysis

    Smoothed analysis

    Smoothed_analysis

  • P versus NP problem
  • Unsolved problem in computer science

    JSTOR 2580891. R. Impagliazzo, "A personal view of average-case complexity", p. 134, 10th Annual Structure in Complexity Theory Conference (SCT'95), 1995. "Tentative

    P versus NP problem

    P_versus_NP_problem

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

    be obtained by a deterministic algorithm on a random input (its average-case complexity), for a probability distribution on inputs chosen to be as hard

    Yao's principle

    Yao's_principle

  • Use case points
  • Software size estimation technique

    complexity of the use cases for the system. To find the UUCW for a system, each of the use cases must be identified and classified as Simple, Average

    Use case points

    Use_case_points

  • Binary heap
  • Variant of heap data structure

    worst-case time complexity of O(log n). For a random heap, and for repeated insertions, the insertion operation has an average-case complexity of O(1)

    Binary heap

    Binary heap

    Binary_heap

  • Fibonacci search technique
  • Method of searching a sorted array

    On average, Fibonacci search performs about 4% more comparisons than binary search, and it has an average-case complexity and worst-case complexity of

    Fibonacci search technique

    Fibonacci_search_technique

  • Short integer solution problem
  • Computational problem used in cryptography

    applications, worst case complexity is not sufficient, and we need to guarantee cryptographic construction are hard based on average case complexity. A full rank

    Short integer solution problem

    Short_integer_solution_problem

  • Boyer–Moore–Horspool algorithm
  • String search algorithm

    for time in order to obtain an average-case complexity of O(n) on random text, although it has O(nm) in the worst case, where the length of the pattern

    Boyer–Moore–Horspool algorithm

    Boyer–Moore–Horspool_algorithm

  • Pathological (mathematics)
  • Counterintuitive mathematical object

    atypical behavior from the algorithm, such as a violation of its average case complexity, or even its correctness. For example, hash tables generally have

    Pathological (mathematics)

    Pathological (mathematics)

    Pathological_(mathematics)

  • Jacobi eigenvalue algorithm
  • Numerical linear algebra algorithm

    O(n) complexity. However, this will happen on average only once per rotation. Thus, each rotation has O(n) and one sweep O(n3) average-case complexity, which

    Jacobi eigenvalue algorithm

    Jacobi_eigenvalue_algorithm

  • Yuri Gurevich
  • American computer scientist

    started to work on various aspects of computational complexity theory including average case complexity. He became one of the founders of the emerging field

    Yuri Gurevich

    Yuri Gurevich

    Yuri_Gurevich

  • Bucket sort
  • Sorting algorithm

    having constant size). This allows O ( n ) {\displaystyle O(n)} average time complexity even without uniformly distributed input. The most common variant

    Bucket sort

    Bucket sort

    Bucket_sort

  • Glossary of mathematical jargon
  • Impagliazzo, Russell (1995), "A personal view of average-case complexity", Proc. Tenth Annual Structure in Complexity Theory Conference (SCT'95), pp. 134–147,

    Glossary of mathematical jargon

    Glossary_of_mathematical_jargon

  • Harmonic series (mathematics)
  • Divergent sum of positive unit fractions

    its average-case complexity (with the assumption that all input permutations are equally likely) or in its expected time analysis of worst-case inputs

    Harmonic series (mathematics)

    Harmonic_series_(mathematics)

  • Patience sorting
  • Sorting algorithm

    values form a single pile and both phases run in O(n) time. The average-case complexity is still O(n log n): any uniformly random sequence of values will

    Patience sorting

    Patience_sorting

  • Rademacher complexity
  • Measure of complexity of real-valued functions

    learning theory (machine learning and theory of computation), Rademacher complexity, named after Hans Rademacher, measures richness of a class of sets with

    Rademacher complexity

    Rademacher_complexity

  • Discrete logarithm
  • Problem of inverting exponentiation in groups

    algorithm known for the worst case, but the average-case complexity can be shown to be about as hard as the worst case using random self-reducibility

    Discrete logarithm

    Discrete logarithm

    Discrete_logarithm

  • Hash table
  • Associative array for storing key–value pairs

    according to a probing sequence. In a well-dimensioned hash table, the average time complexity for each lookup is independent of the number of elements stored

    Hash table

    Hash table

    Hash_table

  • Indistinguishability obfuscation
  • Type of cryptographic software obfuscation

    situations about average-case complexity: Algorithmica: In this case P = NP, but iO exists. Heuristica: In this case NP problems are easy on average; iO does

    Indistinguishability obfuscation

    Indistinguishability_obfuscation

  • Computational hardness assumption
  • Hypothesis in computational complexity theory

    Computational Complexity: A Modern Approach. Cambridge University Press. pp. 362–363. ISBN 9780521424264.. Feige, Uriel (2002). "Relations between average case complexity

    Computational hardness assumption

    Computational_hardness_assumption

  • Philippe Flajolet
  • French computer scientist (1948–2011)

    methods for analyzing the computational complexity of algorithms, including the theory of average-case complexity. He introduced the theory of analytic

    Philippe Flajolet

    Philippe Flajolet

    Philippe_Flajolet

  • DFA minimization
  • Task of transforming a deterministic finite automaton

    solving the problem, and for certain distributions of inputs its average-case complexity is even better, O(n log log n). Once Hopcroft's algorithm has been

    DFA minimization

    DFA minimization

    DFA_minimization

  • Quickselect
  • Algorithm for the kth smallest element in an array

    This reduces the average complexity from O ( n log ⁡ n ) {\displaystyle O(n\log n)} to O ( n ) {\displaystyle O(n)} , with a worst case of O ( n 2 ) {\displaystyle

    Quickselect

    Quickselect

    Quickselect

  • Lattice problem
  • Optimization problem in computer science

    NP-hard and discovered some connections between the worst-case complexity and average-case complexity of some lattice problems. Building on these results,

    Lattice problem

    Lattice_problem

  • Disjoint-set data structure
  • Data structure for storing non-overlapping sets

    also developed one-pass Find algorithms that retain the same worst-case complexity but are more efficient in practice. These are called path splitting

    Disjoint-set data structure

    Disjoint-set_data_structure

  • Simplex algorithm
  • Algorithm for linear programming

    worst-case complexity has led to the development of other measures of complexity. The simplex algorithm has polynomial-time average-case complexity under

    Simplex algorithm

    Simplex algorithm

    Simplex_algorithm

  • Median of medians
  • Fast approximate median algorithm

    asymptotic worst-case complexity quite well, it is typically outperformed in practice by instead choosing random pivots for its average O ( n ) {\displaystyle

    Median of medians

    Median of medians

    Median_of_medians

  • Random binary tree
  • Binary tree selected at random

    these trees. Random binary trees have been used for analyzing the average-case complexity of data structures based on binary search trees. For this application

    Random binary tree

    Random binary tree

    Random_binary_tree

  • Cartesian tree
  • Binary tree derived from a sequence of numbers

    In particular, Vuillemin used these structures to analyze the average-case complexity of concatenation and splitting operations on binary search trees

    Cartesian tree

    Cartesian tree

    Cartesian_tree

  • Bubble sort
  • Simple sorting algorithm using comparisons

    cases where the list is already mostly sorted (having a small number of inversions), despite the fact that it has worse average-case time complexity.

    Bubble sort

    Bubble sort

    Bubble_sort

  • Average
  • Number taken as representative of a list of numbers

    In mathematics, an average of a collection or group is a value that is most central, common, or typical in some sense, and represents its overall position

    Average

    Average

  • Binary search tree
  • Rooted binary tree data structure

    guaranteed worst-case performance. The basic operations include: search, traversal, insert and delete. BSTs with guaranteed worst-case complexities perform better

    Binary search tree

    Binary search tree

    Binary_search_tree

  • Russell Impagliazzo
  • American computer scientist

    17. Impagliazzo, Russell (April 17, 1995). "A Personal View of Average-Case Complexity". Klarreich, Erica (April 18, 2022). "Which Computational Universe

    Russell Impagliazzo

    Russell Impagliazzo

    Russell_Impagliazzo

  • Merge sort
  • Divide and conquer sorting algorithm

    terms of moves, merge sort's worst case complexity is O(n log n) - the same complexity as quicksort's best case. Merge sort is more efficient than quicksort

    Merge sort

    Merge sort

    Merge_sort

  • Binary search
  • Search algorithm finding the position of a target value within a sorted array

    Therefore, the space complexity of binary search is O ( 1 ) {\displaystyle O(1)} in the word RAM model of computation. The average number of iterations

    Binary search

    Binary search

    Binary_search

  • Isolation lemma
  • Technique for reducing number of solutions

    of Valiant-Vazirani in their search-to-decision reduction for average-case complexity. Avi Wigderson used the isolation lemma in 1994 to give a randomized

    Isolation lemma

    Isolation_lemma

  • Klee–Minty cube
  • Unit hypercube of variable dimension whose corners have been perturbed

    have polynomial-time complexity for linear optimization. The Klee–Minty cube has also inspired research on average-case complexity. When eligible pivots

    Klee–Minty cube

    Klee–Minty cube

    Klee–Minty_cube

  • Skip list
  • Probabilistic data structure

    {\mathcal {O}}(\log n)} average complexity for search as well as O ( log ⁡ n ) {\displaystyle {\mathcal {O}}(\log n)} average complexity for insertion within

    Skip list

    Skip_list

  • R*-tree
  • Data structure used for indexing spatial information

    tree, inspired by the concept of balancing a B-tree. Worst case query and delete complexity are thus identical to the R-Tree. The insertion strategy to

    R*-tree

    R*-tree

  • Benjamin Rossman
  • American mathematician

    in 2011 his Ph.D. with advisor Madhu Sudan from MIT with thesis Average-Case Complexity of Detecting Cliques. From 2010 to 2013 Rossman was a postdoc at

    Benjamin Rossman

    Benjamin_Rossman

  • Insertion sort
  • Sorting algorithm

    efficient for data sets that are already substantially sorted: the time complexity is O(kn) when each element in the input is no more than k places away

    Insertion sort

    Insertion sort

    Insertion_sort

  • Sorting algorithm
  • Algorithm that arranges lists in order

    Sorting algorithms can be classified by: Computational complexity Best, worst and average case behavior in terms of the size of the list. For typical

    Sorting algorithm

    Sorting algorithm

    Sorting_algorithm

  • Selection sort
  • Sorting algorithm

    sort is an in-place comparison sorting algorithm. It has a O(n2) time complexity, which makes it inefficient on large lists, and generally performs worse

    Selection sort

    Selection_sort

  • Information-based complexity
  • Information-based complexity (IBC) studies optimal algorithms and computational complexity for the continuous problems that arise in physical science,

    Information-based complexity

    Information-based_complexity

  • Miklós Ajtai
  • Hungarian-American computer scientist

    Almanach, 1986, Budapest. Ajtai, Miklós (1998). "Worst-case complexity, average-case complexity and lattice problems". Documenta Mathematica: 421–428.

    Miklós Ajtai

    Miklós_Ajtai

  • K-d tree
  • Multidimensional search tree for points in k dimensional space

    O(n\log n)} time in the best case. An algorithm that builds a balanced k-d tree to sort points has a worst-case complexity of O ( k n log ⁡ ( n ) ) {\displaystyle

    K-d tree

    K-d tree

    K-d_tree

  • Bogosort
  • Sorting algorithm

    sorted are distinct, the expected number of comparisons performed in the average case by randomized bogosort is asymptotically equivalent to ( e − 1 ) n !

    Bogosort

    Bogosort

  • Quicksort
  • Divide and conquer sorting algorithm

    lowers the average complexity to linear or O(n) time, which is optimal for selection, but the selection algorithm is still O(n2) in the worst case. A variant

    Quicksort

    Quicksort

    Quicksort

  • Partial sorting
  • Relaxed variant of the sorting problem

    sequence of calls has average-case complexity O(n + k log k), which is asymptotically equivalent to O(n + k log n). The worst-case time is quadratic, but

    Partial sorting

    Partial_sorting

  • Random self-reducibility
  • the average with respect to the induced distribution on yi, the average-case complexity of f is the same (within polynomial factors) as the worst-case randomized

    Random self-reducibility

    Random_self-reducibility

  • Security of cryptographic hash functions
  • hard worst-case or average-case complexity. Worst-case complexity measures the difficulty of solving pathological cases rather than typical cases of the underlying

    Security of cryptographic hash functions

    Security_of_cryptographic_hash_functions

  • Quadtree
  • Tree data structure that partitions a 2D area

    in an area may be stored as a quadtree, with each leaf node storing the average temperature over the subregion it represents. The point quadtree is an

    Quadtree

    Quadtree

    Quadtree

  • WAVL tree
  • Self-balancing binary search tree

    Additionally, after finding a node for insertion and deletion, the amortized complexity of the tree restructuring operations is constant. Adding or deleting the

    WAVL tree

    WAVL_tree

  • Jeffrey Vitter
  • American computer scientist

    random variate generation; prediction and machine learning; and average-case complexity. Vitter is a Fellow of the National Academy of Inventors (NAI)

    Jeffrey Vitter

    Jeffrey Vitter

    Jeffrey_Vitter

  • Matroid parity problem
  • Largest independent set of paired elements

    {\displaystyle k} , and applying Yao's principle relating expected and average-case complexity, one can show that any deterministic or randomized algorithm for

    Matroid parity problem

    Matroid parity problem

    Matroid_parity_problem

  • Quasi-Monte Carlo methods in finance
  • conclusions. Woźniakowski's 1991 paper, showing the connection between average case complexity of integration and QMC, led to new interest in QMC. Woźniakowski's

    Quasi-Monte Carlo methods in finance

    Quasi-Monte_Carlo_methods_in_finance

  • Case mix index
  • Relative value assigned to a diagnosis-related group of patients

    system. The relative average value assigned to each group is its CMI. The CMI of a hospital reflects the diversity, clinical complexity and the needs for

    Case mix index

    Case_mix_index

  • Log-structured merge-tree
  • Data structure

    the key, the system concludes that the key doesn't exist. Point lookup complexity is O ( L ) {\displaystyle O(L)} without Bloom filters, as each level must

    Log-structured merge-tree

    Log-structured merge-tree

    Log-structured_merge-tree

  • Trie
  • Search tree data structure

    has the complexity of O ( m ) {\displaystyle O(m)} , whereas an imperfect hash function may have numerous colliding keys, and the worst-case lookup speed

    Trie

    Trie

    Trie

  • Amortized analysis
  • Method for algorithm analysis in computer science

    analysis is that looking at the worst-case run time can be too pessimistic. Instead, amortized analysis averages the running times of operations in a sequence

    Amortized analysis

    Amortized_analysis

  • Rabin–Karp algorithm
  • String searching algorithm

    the combined length of the pattern and text, although its worst-case time complexity is the product of the two lengths. To find multiple matches, the

    Rabin–Karp algorithm

    Rabin–Karp_algorithm

  • Red–black tree
  • Self-balancing binary search tree data structure

    Rebalancing (i.e. color changes) has a worst-case time complexity of O ( log ⁡ n ) {\displaystyle O(\log n)} and average of O ( 1 ) {\displaystyle O(1)} , though

    Red–black tree

    Red–black tree

    Red–black_tree

  • Timsort
  • Hybrid sorting algorithm based on insertion sort and merge sort

    Peter McIlroy's 1993 paper "Optimistic Sorting and Information Theoretic Complexity". Timsort was designed to take advantage of runs of consecutive ordered

    Timsort

    Timsort

  • Incompressibility method
  • Proof method

    average-case complexity of Shellsort", Journal of the ACM (JACM), 47:5(2000) 905–911. doi:10.1145/355483.355488 P.M.B. Vitanyi (2018), On the average‐case

    Incompressibility method

    Incompressibility_method

  • Quantum supremacy
  • Computational benchmark

    Michael J.; Montanaro, Ashley; Shepherd, Dan J. (2016-08-18). "Average-case complexity versus approximate simulation of commuting quantum computations"

    Quantum supremacy

    Quantum_supremacy

  • David Gamarnik
  • Professor of operations research at MIT

    introduced Overlap Gap Property, a new method for understanding average-case complexity, based on theory of spin glasses. He has served in editorial roles

    David Gamarnik

    David Gamarnik

    David_Gamarnik

  • Cocktail shaker sort
  • Sorting algorithm

    The complexity of the cocktail shaker sort in big O notation is O ( n 2 ) {\displaystyle O(n^{2})} for both the worst case and the average case, but

    Cocktail shaker sort

    Cocktail shaker sort

    Cocktail_shaker_sort

  • Queue (abstract data type)
  • Abstract data type

    first one only achieves O ( 1 ) {\displaystyle O(1)} per operation on average. That is, the amortized time is O ( 1 ) {\displaystyle O(1)} , but individual

    Queue (abstract data type)

    Queue (abstract data type)

    Queue_(abstract_data_type)

  • AVGP (disambiguation)
  • Topics referred to by the same term

    military armoured vehicle. AVGP may refer to: AvgP (mathematics) in average-case complexity AV-GP (contest), the AV Grand Prix, a Japanese adult video contest

    AVGP (disambiguation)

    AVGP_(disambiguation)

  • Floyd–Warshall algorithm
  • Algorithm in graph theory

    having a cost of Θ ( n 2 ) {\displaystyle \Theta (n^{2})} , the total time complexity of the algorithm is n ⋅ Θ ( n 2 ) = Θ ( n 3 ) {\displaystyle n\cdot \Theta

    Floyd–Warshall algorithm

    Floyd–Warshall_algorithm

  • Analysis of algorithms
  • Study of resources used by an algorithm

    the analysis of algorithms is the process of finding the computational complexity of algorithms—the amount of time, storage, or other resources needed to

    Analysis of algorithms

    Analysis of algorithms

    Analysis_of_algorithms

  • R-tree
  • Data structures used in spatial indexing

    variant of the R-tree is worst-case optimal, but due to its increased complexity it has remained confined to theoretical study and has not received much

    R-tree

    R-tree

    R-tree

  • Ilya Kapovich
  • Russian-American mathematician

    Myasnikov, Alexei; Schupp, Paul; Shpilrain, Vladimir (2005). "Average-case complexity and decision problems in group theory". Advances in Mathematics

    Ilya Kapovich

    Ilya Kapovich

    Ilya_Kapovich

  • Left-leaning red–black tree
  • Self-balancing binary search tree data structure

    is a variant of the red–black tree and guarantees the same asymptotic complexity for operations, but is designed to be easier to implement. A left-leaning

    Left-leaning red–black tree

    Left-leaning red–black tree

    Left-leaning_red–black_tree

  • B+ tree
  • Data structure

    insert or delete an element as half of the array will need to be shifted on average. To overcome this problem, elements inside a node can be organized in a

    B+ tree

    B+_tree

  • Randomized algorithm
  • Algorithm that employs a degree of randomness as part of its logic or procedure

    guide its behavior, in the hope of achieving good performance in the "average case" over all possible choices of random determined by the random bits; thus

    Randomized algorithm

    Randomized_algorithm

  • Cobham's thesis
  • Concept in computational complexity theory

    time; that is, if they lie in the complexity class P. In modern terms, it identifies tractable problems with the complexity class P. Formally, to say that

    Cobham's thesis

    Cobham's_thesis

  • Bitonic sorter
  • Parallel sorting algorithm

    j\leq 2n} . Case 1: If a n ≤ a 2 n {\displaystyle a_{n}\leq a_{2n}} then every element of the two subsequences are smaller. In this case d i = a i {\displaystyle

    Bitonic sorter

    Bitonic sorter

    Bitonic_sorter

  • Octree
  • Data structure in computer science

    size can be continually reduced by seeking out a bottom-level node and averaging its bit data up into a leaf node, pruning part of the tree. Once sampling

    Octree

    Octree

    Octree

  • Fenwick tree
  • Data structure

    Development of operations it supports were primarily motivated by use in that case.[citation needed] A Fenwick tree is an implicit tree where nodes are consecutively

    Fenwick tree

    Fenwick tree

    Fenwick_tree

  • Linear search
  • Sequentially looking in an array

    likely to be searched, then linear search has an average case of ⁠n+1/2⁠ comparisons, but the average case can be affected if the search probabilities for

    Linear search

    Linear_search

  • PP (complexity)
  • Class of problems in computer science

    In complexity theory, PP, or PPT is the class of decision problems solvable by a probabilistic Turing machine in polynomial time, with an error probability

    PP (complexity)

    PP (complexity)

    PP_(complexity)

  • Mastermind (board game)
  • Code-breaking game

    for the codebreaker gives the minimal number of moves for worst and average case and in the sense of a minimax value of a zero-sum game in game theory

    Mastermind (board game)

    Mastermind (board game)

    Mastermind_(board_game)

  • Solovay–Strassen primality test
  • Probabilistic primality test

    2307/2008231. JSTOR 2008231. I. Damgård; P. Landrock; C. Pomerance (1993). "Average case error estimates for the strong probable prime test". Mathematics of Computation

    Solovay–Strassen primality test

    Solovay–Strassen_primality_test

  • Tree sort
  • Type of sorting algorithm

    better worst case complexity when a self-balancing tree is used, but even more overhead. Adding one item to a binary search tree is on average an O(log n)

    Tree sort

    Tree sort

    Tree_sort

  • ZPP (complexity)
  • Concept in computer science

    In complexity theory, ZPP (zero-error probabilistic polynomial time) is the complexity class of problems for which a probabilistic Turing machine exists

    ZPP (complexity)

    ZPP (complexity)

    ZPP_(complexity)

  • Hamming distance
  • Number of bits that differ between two strings

    strings over an alphabet of size q ≥ 2 the Hamming distance is applied in case of the q-ary symmetric channel, while the Lee distance is used for phase-shift

    Hamming distance

    Hamming distance

    Hamming_distance

  • IQ classification
  • Categorisation of people's intelligence based on IQ

    "superior" and "average". With the usual IQ scoring methods, an IQ score of 100 means that the test-taker's performance on the test is of average performance

    IQ classification

    IQ classification

    IQ_classification

  • B-tree
  • Tree-based computer data structure

    ST3500320NS, the track-to-track seek time is 0.8 milliseconds and the average reading seek time is 8.5 milliseconds. For simplicity, assume reading from

    B-tree

    B-tree

  • Suffix array
  • Data structure for a string

    rebuilding a new suffix array from scratch. Even if the theoretical worst-case time complexity is O ( n log ⁡ n ) {\displaystyle {\mathcal {O}}(n\log n)} , it appears

    Suffix array

    Suffix_array

AI & ChatGPT searchs for online references containing AVERAGE CASE-COMPLEXITY

AVERAGE CASE-COMPLEXITY

AI search references containing AVERAGE CASE-COMPLEXITY

AVERAGE CASE-COMPLEXITY

  • Case
  • Boy/Male

    American, Australian, British, Dutch, English, French, Irish

    Case

    Bringer of Peace; Box

    Case

  • Cast
  • Surname or Lastname

    Americanized spelling of German Kast.English (Essex, Kent)

    Cast

    Americanized spelling of German Kast.English (Essex, Kent) : possibly a nickname from Norman caste ‘chaste’, ‘virtuous’ (from Old French chaste).Possibly an altered spelling of French Caste, cognate with 2.

    Cast

  • Everage
  • Surname or Lastname

    English

    Everage

    English : variant spelling of Everidge.

    Everage

  • CASS
  • Female

    English

    CASS

    English short form of Latin Cassandra, CASS means "she who entangles men." 

    CASS

  • CATE
  • Female

    English

    CATE

    Variant spelling of English Kate, CATE means "pure."

    CATE

  • Mutawassit |
  • Boy/Male

    Muslim

    Mutawassit |

    Moderate, Average

    Mutawassit |

  • Mutawassit
  • Boy/Male

    Arabic, Muslim, Sindhi

    Mutawassit

    Moderate; Average

    Mutawassit

  • Cage
  • Surname or Lastname

    Reduced form of Irish McCage, a variant of McCaig.English (East Anglia)

    Cage

    Reduced form of Irish McCage, a variant of McCaig.English (East Anglia) : from Middle English, Old French cage ‘cage’, ‘enclosure’ (Latin cavea ‘container’, ‘cave’), hence a metonymic occupational name for a maker and seller of small cages for animals or birds, or a keeper of the large public cage in which petty criminals were confined for short periods of imprisonment.

    Cage

  • Case
  • Surname or Lastname

    English

    Case

    English : from Anglo-Norman French cas(s)e ‘case’, ‘container’ (from Latin capsa), hence a metonymic occupational name for a maker of boxes or chests.Americanized spelling of French Caisse.Americanized spelling of Kaas.Americanized spelling of German Käse, a metonymic occupational name for a maker or seller of cheese. Compare Kaeser.

    Case

  • CASEY
  • Female

    English

    CASEY

    Variant spelling of English Cassie, CASEY means "she who entangles men." Compare with masculine Casey. 

    CASEY

  • Hase
  • Surname or Lastname

    German

    Hase

    German : nickname for a swift runner or a timorous person, from Middle High German, Middle Low German hase ‘hare’.Jewish (Ashkenazic) : ornamental name from German Hase ‘hare’.English : from a Middle English nickname, Hase, from Old English hās ‘harsh, raucous, or hoarse voice’.Japanese : usually written with characters meaning ‘long valley’; habitational name from a place in Yamato (now Nara prefecture). Listed in the Shinsen shōjiroku. Some bearers are descended from the Taira clan; they are found mainly in eastern Japan. Also pronounced Nagaya and Nagatani; the original pronunciation was Hatsuse, meaning ‘beginning of the strait’.

    Hase

  • Awas | ஆவாஸ 
  • Boy/Male

    Tamil

    Awas | ஆவாஸ 

    Moderate, Average

    Awas | ஆவாஸ 

  • Awas
  • Boy/Male

    Hindu

    Awas

    Moderate, Average

    Awas

  • CHASE
  • Male

    English

    CHASE

    Middle English surname (of Norman French origin) transferred to forename use, CHASE means "hunter." 

    CHASE

  • CALE
  • Male

    English

    CALE

    Short form of English Caleb, CALE means "dog" or "rabid."

    CALE

  • Cade
  • Surname or Lastname

    English

    Cade

    English : from a Middle English personal name, Cade, a survival of the Old English personal name or byname Cada, which is probably from a Germanic root meaning ‘lump’, ‘swelling’.English : metonymic occupational name for a cooper, from Middle English, Old French cade ‘cask’, ‘barrel’ (of Germanic origin, probably akin to the root mentioned in 1).English : nickname for a gentle or inoffensive person, from Middle English cade ‘domestic animal’, ‘pet’ (of unknown origin).French (Cadé) : topographic name from cade ‘juniper’ (from Latin catanus).Bearers of the name Caddé, from Amiens, were documented in Quebec city by 1670.

    Cade

  • Chase
  • Surname or Lastname

    English

    Chase

    English : metonymic occupational name for a huntsman, or rather a nickname for an exceptionally skilled huntsman, from Middle English chase ‘hunt’ (Old French chasse, from chasser ‘to hunt’, Latin captare).Southern French : topographic name for someone who lived in or by a house, probably the occupier of the most distinguished house in the village, from a southern derivative of Latin casa ‘hut’, ‘cottage’, ‘cabin’.Thomas Chase came to MA from Chesham, Buckinghamshire, England, in the 1640s, and had many prominent descendants. Samuel Chase, born in Somerset Co., MD, in 1741, was one of the first members of the U.S. Supreme Court; Philander Chase, born in Cornish, NH, in 1741 was a prominent Episcopal clergyman, and his nephew Salmon Portland Chase (1808–73), also born in Cornish, was governor of OH, a U.S. senator, and secretary of the U.S. Treasury during the Civil War.

    Chase

  • Cabe
  • Boy/Male

    American, Australian, British, English, Irish

    Cabe

    Rope-maker; A Cape

    Cabe

  • Case
  • Boy/Male

    Irish English

    Case

    Observant; alert; vigorous.

    Case

  • Mutawassit
  • Boy/Male

    Muslim/Islamic

    Mutawassit

    Moderate average

    Mutawassit

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Online names & meanings

  • Ordway
  • Surname or Lastname

    English

    Ordway

    English : from a late Old English personal name, Ordwīg, composed of the elements ord ‘point (especially of a spear or sword)’ + wīg ‘war’.

  • Niilalohita
  • Boy/Male

    Hindu, Indian, Traditional

    Niilalohita

    Content

  • Ambareesh
  • Boy/Male

    Hindu

    Ambareesh

    King of the Sky, An Angel from the heavens, The Sky

  • Freen
  • Boy/Male

    Anglo, British, English

    Freen

    Foreign

  • Orum
  • Surname or Lastname

    Danish

    Orum

    Danish : habitational name from any of several places called Órum, named as a compound of ór ‘gravel beach’ + hem ‘dwelling’. This name is also found in Norway, of Danish origin.English : variant of Orme 1.

  • Harsheen
  • Girl/Female

    Gujarati, Hindu, Indian, Sikh

    Harsheen

    Happiness and Joy

  • Himavanth | ஹிமவஂத
  • Boy/Male

    Tamil

    Himavanth | ஹிமவஂத

    King

  • Akhsam
  • Boy/Male

    Arabic

    Akhsam

    Broad-sword; Lion

  • Madelina
  • Girl/Female

    French

    Madelina

    Woman of Magdala. Tower.

  • DUYI
  • Male

    Chinese

    DUYI

    all-one.

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Other words and meanings similar to

AVERAGE CASE-COMPLEXITY

AI search in online dictionary sources & meanings containing AVERAGE CASE-COMPLEXITY

AVERAGE CASE-COMPLEXITY

  • Average
  • a.

    According to the laws of averages; as, the loss must be made good by average contribution.

  • Average
  • a.

    Pertaining to an average or mean; medial; containing a mean proportion; of a mean size, quality, ability, etc.; ordinary; usual; as, an average rate of profit; an average amount of rain; the average Englishman; beings of the average stamp.

  • Case
  • v. t.

    To strip the skin from; as, to case a box.

  • Average
  • n.

    A mean proportion, medial sum or quantity, made out of unequal sums or quantities; an arithmetical mean. Thus, if A loses 5 dollars, B 9, and C 16, the sum is 30, and the average 10.

  • Case
  • v. i.

    To propose hypothetical cases.

  • Case
  • n.

    A box and its contents; the quantity contained in a box; as, a case of goods; a case of instruments.

  • Average
  • v. i.

    To form, or exist in, a mean or medial sum or quantity; to amount to, or to be, on an average; as, the losses of the owners will average twenty five dollars each; these spars average ten feet in length.

  • Average
  • v. t.

    To do, accomplish, get, etc., on an average.

  • Aerate
  • v. t.

    To supply or impregnate with common air; as, to aerate soil; to aerate water.

  • Medium
  • n.

    An average.

  • Case
  • n.

    That which befalls, comes, or happens; an event; an instance; a circumstance, or all the circumstances; condition; state of things; affair; as, a strange case; a case of injustice; the case of the Indian tribes.

  • Case
  • n.

    An inclosing frame; a casing; as, a door case; a window case.

  • Acreage
  • n.

    Acres collectively; as, the acreage of a farm or a country.

  • Case
  • v. t.

    To cover or protect with, or as with, a case; to inclose.

  • Average
  • v. t.

    To divide among a number, according to a given proportion; as, to average a loss.

  • Averaging
  • p. pr. & vb. n.

    of Average

  • Averaged
  • imp. & p. p.

    of Average

  • Cast
  • v. t.

    To cause to fall; to shed; to reflect; to throw; as, to cast a ray upon a screen; to cast light upon a subject.

  • Cased
  • imp. & p. p.

    of Case

  • Case
  • n.

    A box, sheath, or covering; as, a case for holding goods; a case for spectacles; the case of a watch; the case (capsule) of a cartridge; a case (cover) for a book.