منابع مشابه
Group-Level Exploration and Exploitation
Organisational research has studied the tension between exploration and exploitation for years. In essence, this body of research agrees on the necessity of a balance between explorative and exploitative processes to prevent an organisation from falling into a learning trap. Thus, to enhance the active management of this balance in organisations, a deeper theoretical understanding of the factor...
متن کاملOn Evolutionary Exploration and Exploitation
Exploration and exploitation are the two cornerstones of problem solving by search. The common opinion about evolutionary algorithms is that they explore the search space by the (genetic) search operators, while exploitation is done by selection. This opinion is, however, questionable. In this paper we give a survey of diierent operators, review existing viewpoints on exploration and exploitati...
متن کاملExploration / Exploitation in Adaptive Recommender
Interactive information systems are often designed on the basis of little knowledge about users goals and about the final content of the information base. In addition users vary widely in their interests. This makes it useful to give such systems the ability to dynamically adapt to its users. Here we focus on ”recommending” systems that help a user navigate through the information system. In pa...
متن کاملBalancing Exploration and Exploitation in Alliance Formation
Do firms balance exploration and exploitation in their alliance formation decisions and, if so, why and how? We argue that absorptive capacity and organizational inertia impose conflicting pressures for exploration and exploitation with respect to the value chain function of alliances, the attributes of partners, and partners’ network positions. Although path dependencies reinforce either explo...
متن کاملShortest Path under Uncertainty: Exploration versus Exploitation
In the Canadian Traveler Problem (CTP), a traveler seeks a shortest path to a destination through a road network, but unknown to the traveler, some roads may be blocked. This paper studies the Bayesian CTP (BCTP), in which road states are correlated with known prior probabilities and the traveler can infer the states of an unseen road from past observations of other correlated roads. As general...
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ژورنال
عنوان ژورنال: Science
سال: 2018
ISSN: 0036-8075,1095-9203
DOI: 10.1126/science.aat2637