Algorithmics

Main article: algorithm

Algorithmics is the science of algorithms. It includes algorithm design, the art of building a procedure which can solve efficiently a specific problem or a class of problem, algorithmic complexity theory, the study of estimating the hardness of problems by studying the properties of algorithm that solves them, or algorithm analysis, the science of studying the properties of a problem, such as quantifying resources in time and memory space needed by this algorithm to solve this problem.

Major fields of computer science

Note: This template roughly follows the 2012 ACM Computing classification.

Hardware	Printed circuit board Peripheral Integrated circuit Very-large-scale integration Energy consumption Electronic design automation

Computer systems organization	Computer architecture Embedded system Real-time computing Dependability

Networks	Network architecture Network protocol Network components Network scheduler Network performance evaluation Network service

Software organization	Interpreter Middleware Virtual machine Operating system Software quality

Software notations and tools	Programming paradigm Programming language Compiler Domain-specific language Modeling language Software framework Integrated development environment Software configuration management Software library Software repository

Software development	Software development process Requirements analysis Software design Software construction Software deployment Software maintenance Programming team Open-source model

Theory of computation	Model of computation Formal language Automata theory Computational complexity theory Logic Semantics

Algorithms	Algorithm design Analysis of algorithms Randomized algorithm Computational geometry

Mathematics of computing	Discrete mathematics Probability Statistics Mathematical software Information theory Mathematical analysis Numerical analysis

Information systems	Database management system Information storage systems Enterprise information system Social information systems Geographic information system Decision support system Process control system Multimedia information system Data mining Digital library Computing platform Digital marketing World Wide Web Information retrieval

Security	Cryptography Formal methods Security services Intrusion detection system Hardware security Network security Information security Application security

Human–computer interaction	Interaction design Social computing Ubiquitous computing Visualization Accessibility

Concurrency	Concurrent computing Parallel computing Distributed computing Multithreading Multiprocessing

Artificial intelligence	Natural language processing Knowledge representation and reasoning Computer vision Automated planning and scheduling Search methodology Control method Philosophy of artificial intelligence Distributed artificial intelligence

Machine learning	Supervised learning Unsupervised learning Reinforcement learning Multi-task learning Machine learning algorithms Cross-validation

Graphics	Animation Rendering Image manipulation Graphics processing unit Mixed reality Virtual reality Image compression Solid modeling

Applied computing	E-commerce Enterprise software Computational mathematics Computational physics Computational chemistry Computational biology Computational social science Computational engineering Computational healthcare Digital art Electronic publishing Cyberwarfare Electronic voting Video game Word processing Operations research Educational technology Document management

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This article is issued from Wikipedia - version of the 11/12/2015. The text is available under the Creative Commons Attribution/Share Alike but additional terms may apply for the media files.