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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A quantum-inspired Tabu search algorithm for solving combinatorial optimization problems
TL;DR: This paper will show how to implement QTS into NP-complete problems such as 0/1 knapsack problems, multiple knapack problems and the traveling salesman problem, and show that QTS performs much better than other heuristic algorithms without premature convergence and with more efficiency.
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A new hybrid tabu-simulated annealing heuristic for the dynamic facility layout problem
Ramazan Şahin,Orhan Türkbey +1 more
TL;DR: In this article, a hybrid heuristic based on the simulated annealing (SA) approach supplemented with a tabu list for the dynamic facility layout problem (DFLP) is presented.
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Cell formation in group technology: A combinatorial search approach
Asoo J. Vakharia,Y.-L. Chang +1 more
TL;DR: In this paper, two combinatorial search methods, simulated annealing and tabu search, were used to solve the cell formation problem in group technology (GT) and the performance of the heuristics was examined using randomly generated, published and industry data.
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Supervised feature selection techniques in network intrusion detection: A critical review
TL;DR: Feature Selection (FS) as discussed by the authors is a crucial pre-processing step in network management and specifically for the purposes of network intrusion detection, where trade-offs between performance and resource consumption are crucial.
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Tabu search model selection in multiple regression analysis
TL;DR: In this article, an alternative variable selection method for use in regression analysis that is based on the Tabu search procedure was introduced for model selection in multiple regression analysis, which was compared to traditional regression analysis procedures using various size data sets.
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.