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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Book ChapterDOI
Harmonic Identification for Active Power Filters Via Adaptive Tabu Search Method
TL;DR: The ATS based method has better performance for eliminating only selective harmonic orders over the d-q method, and the compensated current from the proposed method has a good transient response while there is the first-cycle delay due to the use of the d -q method.
Journal ArticleDOI
Customer order scheduling problem: a comparative metaheuristics study
TL;DR: In this article, the authors used four major metaheuristics, namely, simulated annealing, genetic algorithms, tabu search, and ant colony optimization, to solve the customer order scheduling problem.
Proceedings ArticleDOI
The HuGS platform: a toolkit for interactive optimization
TL;DR: A generalized approach to visualizing and controlling an optimization process, called Human-Guided Search, that actively involves people in the process of optimization and provides simple and general visual metaphors that allow users to focus and constrain the exploration of the search space.
Journal ArticleDOI
A comprehensive survey on optimizing deep learning models by metaheuristics
TL;DR: This survey formulate the optimization problems in DNN design such as architecture optimization, hyper-parameter optimization, training and feature representation level optimization, and the encoding schemes used in metaheuristics to represent the network architectures are categorized.
Journal ArticleDOI
Multiple yard cranes scheduling for loading operations in a container terminal
Lu Chen,André Langevin +1 more
TL;DR: In this paper, a mixed integer programming model is developed to formulate the problem of scheduling multiple yard cranes in loading operations and a genetic algorithm and a tabu search algorithm are proposed to obtain near-optimal solutions.
References
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Journal ArticleDOI
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.
Journal ArticleDOI
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.
Journal ArticleDOI
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.