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One reason deep learning exploded over the last decade was the availability of programming languages that could automate the math — college-level calculus — that is needed to train each new model. Neu...
In the modern world, many problems have more than one objective. For example, imagine an office in which the meeting scheduling controlled by an autonomous system needs to maximise the comfort levels ...
Forest Fire Fighting Command and Decision Making System Study Based on 3S Technology-Take Jiaohe City in Jilin Province as an Example
Forest fire Monitoring GIS Three-dimensional Decision Support
2015/12/17
The forest fire fighting command and decision making system of Jiaohe City in Jilin province is developed out by synthetically using 3S technology. By using 1: 50 000 DEM (digital elevation model) and...
Optimization as an analysis tool for human complex decision making
mixed-integer programming nonlinear programming cognitive psychology measurement and performance
2015/7/21
We present a problem class of mixed-integer nonlinear programs (MINLPs) with nonconvex continuous relaxations which stem from economic test scenarios that are used in the analysis of human complex pro...
The emergence of choice: Decision-making and strategic thinking through analogies
perception problem-solving chess cognitive-science artificial-intelligence abstract thought
2015/7/10
Consider the chess game: When faced with a complex scenario, how does understanding arise in one’s mind? How does one integrate disparate cues into a global, meaningful whole? how do humans avoid the ...
Increasing Scalability in Algorithms for Centralized and Decentralized Partially Observable Markov Decision Processes: Efficient Decision-Making and Coordination in Uncertain Environments
Artificial Intelligence Decision Theory Game Theory Machine Learning Multiagent Systems Reasoning Under Uncertainty
2014/12/18
As agents are built for ever more complex environments, methods that consider the uncertainty in the system have strong advantages. This uncertainty is common in domains such as robot navigation, medi...
Intelligent Evidence-Based Management for Data Collection and Decision-Making Using Algorithmic Randomness and Active Learning
Active Learning Algorithmic Information Theory Algorithmic Randomness Evidence-Based Management Kolmogorov Complexity P-Values Transduction Critical States Prediction
2011/7/15
We describe here a comprehensive framework for intelligent information management (IIM) of data collection and decision-making actions for reliable and robust event processing and recognition. This is...
Information Aggregation of Group Decision-Making in Emergency Events
Emergency Group Decision-Making Information Aggregation Relative Entropy
2010/8/27
Information is a key factor in emergency management, which helps decision makers to make effective decisions. In this paper, aiming at clarifying the information aggregation laws, and according to the...
Software Selection in Manufacturing Industries Using a Fuzzy Multiple Criteria Decision Making Method, PROMETHEE
software selection manufacturing industries multiple criteria decision making PROMETHEE fuzzy logic
2009/12/29
This paper presents an effective decision making framework for software selection in manufacturing industries using a multiple criteria decision making method, Preference Ranking Organization Method f...
A Quantity Model for Controlling and Measuring Software Quality Based on the Expert Decision-Making Algorithm
software quality characteristics software quality model multiple criteria decision making (MCDM) analytic hierarchy process (AHP)
2009/11/30
Researchers have been active in the field of software engineering measurement over more than 30 years. The software quality product is becoming increasingly important in the computerized society. Targ...
Autonomous Underwater Vehicles (AUVs) are attractive tools for maintenance of underwater structures and oceanography, however, there are a lot of problems to be solved such as motion control, acquisit...
Decision making with support of artificial intelligence
information information systems decision support artificial intelligence expert system neural networks
2005/3/20
Development of software modules for decision support is currently a basic trend in the creation of enterprise Information Systems (IS). The IS is basically a support system of the enterprise Decision ...