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Most studies of prosumer decision making in the smart grid have focused on single, temporally discrete decisions within the framework of expected utility theory (EUT) and behavioral theories such as prospect theory. In this work, we study…

系统与控制 · 电气工程与系统科学 2021-03-09 Mohsen Rajabpour , Arnold Glass , Robert Mulligan , Narayan B. Mandayam

Social marketing is becoming increasingly important in contemporary business. Central to social marketing is quantifying how consumers choose between alternatives and how they influence each other. This work considers a new but simple…

社会与信息网络 · 计算机科学 2014-05-05 Jeremy Chen

Context as the dynamic information describing the situation of items and users and affecting the users decision process is essential to be used by recommender systems in mobile commerce to guarantee the quality of recommendation. This paper…

计算机与社会 · 计算机科学 2009-08-10 Maryam Hosseini-Pozveh , Mohamadali Nematbakhsh , Naser Movahhedinia

The state of the art in local search for the Traveling Salesman Problem is dominated by ejection chain methods utilising the Stem-and-Cycle reference structure. Though effective such algorithms employ very little information in their…

人工智能 · 计算机科学 2011-03-22 Daniel Harabor , Philip Kilby

Game theory is a powerful analytical tool for modeling decision makers strategies, behaviors and interactions. Act and decisions of a decision maker can benefit or negatively impact other decision makers interests. Game theory has been…

系统与控制 · 计算机科学 2018-05-01 Ali Mohammadi , Sanaz Rabinia

Timely resource allocation in edge-assisted vehicular networks is essential for compute-intensive services such as autonomous driving and navigation. However, vehicle mobility leads to spatio-temporal unpredictability of resource demands,…

系统与控制 · 电气工程与系统科学 2025-10-10 Ziqi Ling , Minghui Liwang , Xianbin Wang , Seyyedali Hosseinalipour , Zhipeng Cheng , Sai Zou , Wei Ni , Xiaoyu Xia

Agents that learn to select optimal actions represent a prominent focus of the sequential decision-making literature. In the face of a complex environment or constraints on time and resources, however, aiming to synthesize such an optimal…

机器学习 · 计算机科学 2021-06-23 Dilip Arumugam , Benjamin Van Roy

Decision making can be difficult when there are many actors (or agents) who may be coordinating or competing to achieve their various ideas of the optimum outcome. Here I present a simple decision making model with an explicitly…

多智能体系统 · 计算机科学 2024-04-29 Paul Kinsler

Our hypothesis is that by equipping certain agents in a multi-agent system controlling an intelligent building with automated decision support, two important factors will be increased. The first is energy saving in the building. The second…

人工智能 · 计算机科学 2013-01-30 Magnus Boman , Paul Davidsson , Hakan L. Younes

Motivated by the recent popularity of machine learning training services, we introduce a contract design problem in which a provider sells a service that results in an outcome of uncertain quality for the buyer. The seller has a set of…

计算机科学与博弈论 · 计算机科学 2026-05-06 Krishnamurthy Iyer , Alec Sun , Haifeng Xu , You Zu

Distributing development tasks in the context of global software development bears both many risks and many opportunities. Nowadays, distributed development is often driven by only a few factors or even just a single factor such as…

软件工程 · 计算机科学 2014-02-10 Ansgar Lamersdorf , Jürgen Münch , Dieter Rombach

This paper discusses the broad challenges shared by e-commerce and the process industries operating global supply chains. Specifically, we discuss how process industries and e-commerce differ in many aspects but have similar challenges…

综合经济学 · 经济学 2023-01-31 Cristiana L. Lara , John Wassick

In this article we briefly present our contributions toward Trading Agent Competition (TAC); an international forum for promotion of research into the trading agent problems. Moreover, we present some strategies proposed and used in the…

计算机科学与博弈论 · 计算机科学 2010-08-10 Zeeshan Ahmed

Managing the transactions in real time distributed computing system is not easy, as it has heterogeneously networked computers to solve a single problem. If a transaction runs across some different sites, it may commit at some sites and may…

分布式、并行与集群计算 · 计算机科学 2010-07-15 Y. Jayanta Singh , Yumnam Somananda Singh , Ashok Gaikwad , S. C. Mehrotra

The ability to reason under uncertainty and with incomplete information is a fundamental requirement of decision support technology. In this paper we argue that the concentration on theoretical techniques for the evaluation and selection of…

人工智能 · 计算机科学 2013-03-26 John Fox , Paul J. Krause

It is introduced the using of generation lexicographical procedure for multicriteria decision-making problems.

最优化与控制 · 数学 2010-03-03 V. Zhukovin , N. Chkhikvadze , Z. Alimbarashvili

In this paper, we propose to develop service model architecture by merging multi-agentsystems and semantic web technology. The proposed architecture works in two stages namely, Query Identification and Solution Development. A person…

多智能体系统 · 计算机科学 2012-09-03 Muneendra Ojha

A general approach for building a smart assistant that guides a user from a forecast generated by a machine learning model through a sequence of decision-making steps is presented. We develop a methodology to build such a system. The system…

人工智能 · 计算机科学 2021-03-31 Patrik Zajec , Jože M. Rožanec , Inna Novalija , Blaž Fortuna , Dunja Mladenić , Klemen Kenda

Machine learning has emerged as a promising paradigm for enabling connected, automated vehicles to autonomously cruise the streets and react to unexpected situations. A key challenge, however, is to collect and select real-time and reliable…

网络与互联网体系结构 · 计算机科学 2020-02-19 Alaa Awad Abdellatif , Carla Fabiana Chiasserini , Francesco Malandrino

Strategic classification studies the problem where self-interested individuals or agents manipulate their response to obtain favorable decision outcomes made by classifiers, typically turning to dishonest actions when they are less costly…

机器学习 · 计算机科学 2026-05-26 Ziyuan Huang , Lina Alkarmi , Mingyan Liu