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 tabu search procedure for the resource-constrained project scheduling problem with alternative subgraphs
TL;DR: A tabu search is developed that uses information from the proposed classification matrix to guide the search process towards high-quality solutions and the overall performance of the metaheuristic and different improvement strategies using the developed dataset is verified.
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An Efficient Multivalued Hopfield Network for the Traveling Salesman Problem
TL;DR: Simulation results for Euclidean Traveling Salesman Problems taken from the data library TSPLIB indicate that this multivalued neural approach is superior to the best neural network currently reported for this problem.
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Hub network design problem in the presence of disruptions
TL;DR: Two multi-objective metaheuristics based on simulated annealing and tabu search to solve the multiple allocation p-hub median problem under intentional disruptions by a bi-level model with two objective functions at the upper level and a single objective at the lower level are developed.
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Flow Shop Scheduling Problem with Limited Machine Availability: A Heuristic Approach
TL;DR: In this article, a heuristic approach is proposed to approximately solve the problem of flow shop scheduling with limited machine availability, which consists in scheduling the jobs two per two according to an input sequence and using a polynomial algorithm locally optimal.
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A Tabu search approach to scheduling an automated wet etch station
TL;DR: In this paper, a production scheduling problem arising at the wet etching process in a semiconductor wafer fabrication facility is addressed, where material handling capacity, material processing constraints, and mixed storage policies are considered in formulating the problem as a flow shop sequencing problem.
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.