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Decentralization or decentralisation is the process by which the activities of an organization, particularly those related to planning and decision-making, are distributed or delegated away from a central, authoritative location or group and given to smaller factions within it.
Decentralized decision-making also contributes to the core knowledge of group intelligence and crowd wisdom, often in a subconscious way à la Carl Jung's collective unconscious. Decision theory is a method of deductive reasoning based on formal probability and deductive reasoning models.
The decentralized partially observable Markov decision process (Dec-POMDP) [1] [2] is a model for coordination and decision-making among multiple agents. It is a probabilistic model that can consider uncertainty in outcomes, sensors and communication (i.e., costly, delayed, noisy or nonexistent communication).
Holacracy is a method of decentralized management and organizational governance, which claims to distribute authority and decision-making through a holarchy of self-organizing teams rather than being vested in a management hierarchy. [1] [2] Holacracy has been adopted by for-profit and non-profit organizations in several countries. [3]
One of the most well known examples of a "natural" decentralized system is one used by certain insect colonies. In these insect colonies, control is distributed among the homogeneous biological agents who act upon local information and local interactions to collectively create complex, global behaviour.
Markov decision process (MDP), also called a stochastic dynamic program or stochastic control problem, is a model for sequential decision making when outcomes are uncertain. [ 1 ] Originating from operations research in the 1950s, [ 2 ] [ 3 ] MDPs have since gained recognition in a variety of fields, including ecology , economics , healthcare ...
In the system, the say in decision-making is proportional to the impact on a person or group of people. Participatory economics is a form of a socialist decentralized planned economy involving the collective ownership of the means of production. It is a proposed alternative to contemporary capitalism and centralized planning.
A planned economy may use centralized, decentralized, participatory or Soviet-type forms of economic planning. [1] [2] The level of centralization or decentralization in decision-making and participation depends on the specific type of planning mechanism employed. [3]