StudentsEducators

Suffix Array Construction Algorithms

Suffix Array Construction Algorithms are efficient methods used to create a suffix array, which is a sorted array of all suffixes of a given string. A suffix of a string is defined as the substring that starts at a certain position and extends to the end of the string. The primary goal of these algorithms is to organize the suffixes in lexicographical order, which facilitates various string processing tasks such as substring searching, pattern matching, and data compression.

There are several approaches to construct a suffix array, including:

  1. Naive Approach: This involves generating all suffixes, sorting them, and storing their starting indices. However, this method is not efficient for large strings, with a time complexity of O(n2log⁡n)O(n^2 \log n)O(n2logn).
  2. Prefix Doubling: This improves the naive method by sorting suffixes based on their first kkk characters, doubling kkk in each iteration until it exceeds the length of the string. This method operates in O(nlog⁡n)O(n \log n)O(nlogn).
  3. Kärkkäinen-Sanders algorithm: This is a more advanced approach that uses bucket sorting and works in linear time O(n)O(n)O(n) under certain conditions.

By utilizing these algorithms, one can efficiently build suffix arrays, paving the way for advanced techniques in string analysis and pattern recognition.

Other related terms

contact us

Let's get started

Start your personalized study experience with acemate today. Sign up for free and find summaries and mock exams for your university.

logoTurn your courses into an interactive learning experience.
Antong Yin

Antong Yin

Co-Founder & CEO

Jan Tiegges

Jan Tiegges

Co-Founder & CTO

Paul Herman

Paul Herman

Co-Founder & CPO

© 2025 acemate UG (haftungsbeschränkt)  |   Terms and Conditions  |   Privacy Policy  |   Imprint  |   Careers   |  
iconlogo
Log in

Pell’S Equation Solutions

Pell's equation is a famous Diophantine equation of the form

x2−Dy2=1x^2 - Dy^2 = 1x2−Dy2=1

where DDD is a non-square positive integer, and xxx and yyy are integers. The solutions to Pell's equation can be found using methods involving continued fractions or by exploiting properties of quadratic forms. The fundamental solution, often denoted as (x1,y1)(x_1, y_1)(x1​,y1​), generates an infinite number of solutions through the formulae:

xn+1=x1xn+Dy1ynx_{n+1} = x_1 x_n + D y_1 y_nxn+1​=x1​xn​+Dy1​yn​ yn+1=x1yn+y1xny_{n+1} = x_1 y_n + y_1 x_nyn+1​=x1​yn​+y1​xn​

for n≥1n \geq 1n≥1. These solutions can be expressed in terms of powers of the fundamental solution (x1,y1)(x_1, y_1)(x1​,y1​) in the context of the unit in the ring of integers of the quadratic field Q(D)\mathbb{Q}(\sqrt{D})Q(D​). Thus, Pell's equation not only showcases beautiful mathematical properties but also has applications in number theory, cryptography, and more.

Josephson Tunneling

Josephson Tunneling ist ein quantenmechanisches Phänomen, das auftritt, wenn zwei supraleitende Materialien durch eine dünne isolierende Schicht getrennt sind. In diesem Zustand können Cooper-Paare, die für die supraleitenden Eigenschaften verantwortlich sind, durch die Barriere tunneln, ohne Energie zu verlieren. Dieses Tunneln führt zu einer elektrischen Stromübertragung zwischen den beiden Supraleitern, selbst wenn die Spannung an der Barriere Null ist. Die Beziehung zwischen dem Strom III und der Spannung VVV in einem Josephson-Element wird durch die berühmte Josephson-Gleichung beschrieben:

I=Icsin⁡(2πVΦ0)I = I_c \sin\left(\frac{2\pi V}{\Phi_0}\right)I=Ic​sin(Φ0​2πV​)

Hierbei ist IcI_cIc​ der kritische Strom und Φ0\Phi_0Φ0​ die magnetische Fluxquanteneinheit. Josephson Tunneling findet Anwendung in verschiedenen Technologien, einschließlich Quantencomputern und hochpräzisen Magnetometern, und spielt eine entscheidende Rolle in der Entwicklung von supraleitenden Quanteninterferenzschaltungen (SQUIDs).

Brayton Cycle

The Brayton Cycle, also known as the gas turbine cycle, is a thermodynamic cycle that describes the operation of a gas turbine engine. It consists of four main processes: adiabatic compression, constant-pressure heat addition, adiabatic expansion, and constant-pressure heat rejection. In the first process, air is compressed, increasing its pressure and temperature. The compressed air then undergoes heat addition at constant pressure, usually through combustion with fuel, resulting in a high-energy exhaust gas. This gas expands through a turbine, performing work and generating power, before being cooled at constant pressure, completing the cycle. Mathematically, the efficiency of the Brayton Cycle can be expressed as:

η=1−T1T2\eta = 1 - \frac{T_1}{T_2}η=1−T2​T1​​

where T1T_1T1​ is the inlet temperature and T2T_2T2​ is the maximum temperature in the cycle. This cycle is widely used in jet engines and power generation due to its high efficiency and power-to-weight ratio.

Bretton Woods

The Bretton Woods Conference, held in July 1944, was a pivotal meeting of 44 nations in Bretton Woods, New Hampshire, aimed at establishing a new international monetary order following World War II. The primary outcome was the creation of the International Monetary Fund (IMF) and the World Bank, institutions designed to promote global economic stability and development. The conference established a system of fixed exchange rates, where currencies were pegged to the U.S. dollar, which in turn was convertible to gold at a fixed rate of $35 per ounce. This system facilitated international trade and investment by reducing exchange rate volatility. However, the Bretton Woods system collapsed in the early 1970s due to mounting economic pressures and the inability to maintain fixed exchange rates, leading to the adoption of a system of floating exchange rates that we see today.

Spinor Representations In Physics

Spinor representations are a crucial concept in theoretical physics, particularly within the realm of quantum mechanics and the study of particles with intrinsic angular momentum, or spin. Unlike conventional vector representations, spinors provide a mathematical framework to describe particles like electrons and quarks, which possess half-integer spin values. In three-dimensional space, the behavior of spinors is notably different from that of vectors; while a vector transforms under rotations, a spinor undergoes a transformation that requires a double covering of the rotation group.

This means that a full rotation of 360∘360^\circ360∘ does not bring the spinor back to its original state, but instead requires a rotation of 720∘720^\circ720∘ to return to its initial configuration. Spinors are particularly significant in the context of Dirac equations and quantum field theory, where they facilitate the description of fermions and their interactions. The mathematical representation of spinors is often expressed using complex numbers and matrices, which allows physicists to effectively model and predict the behavior of particles in various physical situations.

Noether’S Theorem

Noether's Theorem, formulated by the mathematician Emmy Noether in 1915, is a fundamental result in theoretical physics and mathematics that links symmetries and conservation laws. It states that for every continuous symmetry of a physical system's action, there exists a corresponding conservation law. For instance, if a system exhibits time invariance (i.e., the laws of physics do not change over time), then energy is conserved; similarly, spatial invariance leads to the conservation of momentum. Mathematically, if a transformation ϕ\phiϕ leaves the action SSS invariant, then the corresponding conserved quantity QQQ can be derived from the symmetry of the action. This theorem highlights the deep connection between geometry and physics, providing a powerful framework for understanding the underlying principles of conservation in various physical theories.