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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Extended local search algorithm based on nonlinear programming for two-dimensional irregular strip packing problem
TL;DR: An extended local search algorithm (ELS) for the irregular strip packing problem is presented, which adopts two neighborhoods, swapping two given polygons in a placement and placing one polygon into a new position.
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Joint redundancy and imperfect preventive maintenance optimization for series–parallel multi-state degraded systems
TL;DR: A joint redundancy and imperfect preventive maintenance planning optimization model for series–parallel multi-state degraded systems using a heuristic approach based on a combination of space partitioning, genetic algorithms (GA) and tabu search (TS).
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A Set-Partitioning-Based Heuristic for the Vehicle Routing Problem
James P. Kelly,Jiefeng Xu +1 more
TL;DR: A generic tabu search heuristic for solving the well-known vehicle routing problem and explores the advantages of simple local search and improvement heuristics as well as a complex meta-heuristic.
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Distributed Power Allocation for D2D Communications Underlaying/Overlaying OFDMA Cellular Networks
Andrea Abrardo,Marco Moretti +1 more
TL;DR: In this article, a distributed power allocation scheme for D2D OFDMA communications is proposed to maximize the users' sum rate subject to power constraints, which is known to be nonconvex and, as such, extremely difficult to be solved exactly.
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A bicriteria flowshop scheduling with a learning effect
Tamer Eren,Ertan Güner +1 more
TL;DR: In this paper, the learning effect is considered in a two-machine flow shop and the objective is to find a sequence that minimizes a weighted sum of total completion time and makespan.
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.