Future paths for integer programming and links to artificial intelligence
TLDR
Four key areas of Integer programming are examined from a framework that links the perspectives of artificial intelligence and operations research, and each has characteristics that appear usefully relevant to developments on the horizon.About:
This article is published in Computers & Operations Research.The article was published on 1986-05-01 and is currently open access. It has received 3985 citations till now. The article focuses on the topics: Integer programming & Tabu search.read more
Citations
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Proceedings ArticleDOI
Analysis of Mesh Router Placement in Wireless Mesh Networks Using Friedman Test
TL;DR: This paper used Friedman test to compare Genetic Algorithm (GA) and Tabu Search (TS) and found out that GA and TS have difference in their performance.
Journal ArticleDOI
Identification of probabilistic graphical network model for root-cause diagnosis in industrial processes
TL;DR: This work introduces a method to identify most likely causal network in cases when process model is not known, and novel Bayesian contribution indices within the probabilistic graphical network are proposed to identify the potential root-cause variables.
Proceedings ArticleDOI
ECJ then and now
TL;DR: ECJ is a mature and widely used evolutionary computation library with particular strengths in genetic programming, massive distributed computation, and coevolution.
Journal ArticleDOI
A high-resolution, integrated system for rice yield forecasting at district level
Valentina Pagani,Tommaso Guarneri,Lorenzo Busetto,Luigi Ranghetti,Mirco Boschetti,Ermes Movedi,Manuel Campos-Taberner,Francisco Javier García-Haro,Dimitrios Katsantonis,Dimitris G. Stavrakoudis,Elisabetta Ricciardelli,Filomena Romano,Francesco Holecz,Francesco Collivignarelli,Carlos Granell,Sven Casteleyn,Roberto Confalonieri +16 more
TL;DR: In this paper, a high-resolution (2'km'×'2'k) rice yield forecasting system based on the integration of the WARM model and remote sensing (RS) technologies was developed.
Journal ArticleDOI
A Tabu search heuristic with efficient diversification strategies for the class/teacher timetabling problem
TL;DR: An efficient Tabu Search (TS) heuristic with two different memory based diversification strategies for CTTP shows that it produces better solutions than a previously proposed TS found in the literature and faster times are observed in the production of good quality solutions.
References
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Optimization by Simulated Annealing
TL;DR: There is a deep and useful connection between statistical mechanics and multivariate or combinatorial optimization (finding the minimum of a given function depending on many parameters), and a detailed analogy with annealing in solids provides a framework for optimization of very large and complex systems.
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Equation of state calculations by fast computing machines
TL;DR: In this article, a modified Monte Carlo integration over configuration space is used to investigate the properties of a two-dimensional rigid-sphere system with a set of interacting individual molecules, and the results are compared to free volume equations of state and a four-term virial coefficient expansion.
Book
The Sciences of the Artificial
TL;DR: A new edition of Simon's classic work on artificial intelligence as mentioned in this paper adds a chapter that sorts out the current themes and tools for analyzing complexity and complex systems, taking into account important advances in cognitive psychology and the science of design while confirming and extending Simon's basic thesis that a physical symbol system has the necessary and sufficient means for intelligent action.
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Combinatorial optimization: algorithms and complexity
TL;DR: This clearly written, mathematically rigorous text includes a novel algorithmic exposition of the simplex method and also discusses the Soviet ellipsoid algorithm for linear programming; efficient algorithms for network flow, matching, spanning trees, and matroids; the theory of NP-complete problems; approximation algorithms, local search heuristics for NPcomplete problems, more.
Book
The Architecture of Cognition
TL;DR: Adaptive Control of Thought (ACT*) as mentioned in this paper is a theory of the basic principles of operation built into the cognitive system and is the main focus of Anderson's theory of cognitive architecture.