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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Local search heuristics for the probabilistic dial-a-ride problem
Sin C. Ho,Dag Haugland +1 more
TL;DR: In this paper, the authors introduce the probabilistic dial-a-ride problem and describe an efficient request-relocation neighborhood evaluation procedure for the problem, which runs in time O(n^5 ) compared to O(mathcal{O}(n)) for a straightforward approach.
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Sequence-dependent group scheduling problem on unrelated-parallel machines
TL;DR: The result obtained in all of these problems is that the tabu search algorithms could find solutions at least as good as CPLEX but in drastically shorter computational time, thus signifying the high degree of efficiency and efficacy attained by the former.
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Heat exchanger network synthesis combining Simulated Annealing and Differential Evolution
TL;DR: A bi-level optimization approach is proposed to synthesize Heat Exchanger Networks (HEN), based on a hybrid meta-heuristic method and results showed that it is possible to achieve optimal values, better than those presented in the literature.
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Single-and multi-objective defensive location problems on a network
Takeshi Uno,Hideki Katagiri +1 more
TL;DR: In order to solve the DLPs efficiently, a solving algorithm based upon tabu search methods is proposed and an interactive fuzzy satisfying method is proposed, and the results of applying the method to examples of the multi-objective DLPs are shown.
Journal Article
A Centroid-Based Heuristic Algorithm for the Capacitated Vehicle Routing Problem
Kwangcheol Shin,Sangyong Han +1 more
TL;DR: The notion of the geometrical centre of a cluster is introduced in this study to be utilized at the cluster construction and the cluster adjustment phases to solve the capacitated VRP in polynomial time.
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.