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Combinatorial Optimization: Algorithms and Complexity.
Article
Article
David Johnson; Christos H. Papadimitriou; Kenneth Steiglitz · American Mathematical Monthly · 1984
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...
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Integer and Combinatorial Optimization
Article
Article
H. P. Williams; George L. Nemhauser; Laurence A. Wolsey · Journal of the Operational Research Society · 1990
FOUNDATIONS. The Scope of Integer and Combinatorial Optimization. Linear Programming. Graphs and Networks. Polyhedral Theory. Computational Complexity. Polynomial-Time Algorithms for Linear Programming. Integer Lattices....
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Teaching modern heuristics in combinatorial optimization : The example of a demonstration and research tool employing metaheuristics in scheduling
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Geiger, Martin Josef · SEDICI UNLP · 2006
The article describes the proposition and implementation of a demonstration, learning and decision support system for the resolution of combinatorial optimization problems under multiple objectives. The system brings tog...
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Open Access
Optimization by Simulated Annealing
Article
Article
Scott Kirkpatrick; C. D. Gelatt; M.P. Vecchi · Science · 1983
There is a deep and useful connection between statistical mechanics (the behavior of systems with many degrees of freedom in thermal equilibrium at a finite temperature) and multivariate or combinatorial optimization (fi...
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Ant system: optimization by a colony of cooperating agents
Article
Article
Marco Dorigo; Vittorio Maniezzo; A. Colorni · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 1996
An analogy with the way ant colonies function has suggested the definition of a new computational paradigm, which we call ant system (AS). We propose it as a viable new approach to stochastic combinatorial optimization. ...
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Multi-PBil: an estimation distribution algorithm applied to multimodal optimization problems
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Barbosa Filho, Rubens · SEDICI UNLP · 2006
The Estimation Distribution Algorithms (EDAs) compose an evolutionary metaheuristic whose main characteristic is the construction of solutions in randomly form, using a distribution of probabilities that evolves during t...
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Open Access
A runnable functional formal memetic algorithm framework
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Krasnogor, Natalio et al · SEDICI UNLP · 1998
Historically Functional Programming FP for short has been associated with a small scope of applications mainly academic The computer science community did not pay enough attention to its potential perhaps due t...
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A comparison of two multirecombinated evolutionary algorithms for the job shop scheduling problem
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Minetti, Gabriela F. et al · SEDICI UNLP · 2000
Over the past few years, a continually increasing number of research efforts have investigated the application of evolutionary computation techniques for the solution of scheduling problems. Scheduling problems can pose...
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An ACO model for a non-stationary formulation of the single elevator problem
Article
Article
Molina, Silvia et al · SEDICI UNLP · 2007
The Ant Colony Optimization (ACO) metaheuristic is a bio-inspired approach for hard combinatorial optimization problems for stationary and non-stationary environments. In the ACO metaheuristic, a colony of artificial ant...
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Incorporating tabu search for local search into evolutionary algorithms to solve the job shop scheduling problem
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Fernandez, Natalia et al · SEDICI UNLP · 2001
A new issue for combinatorial optimization problems is to incorporate local search into the framework of evolutionary algorithms, leading to hybrid evolutionary algorithms. With the hybrid approach, evolutionary algorith...
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Hybrid evolutionary algorithms to solve scheduling problems
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Minetti, Gabriela F. et al · SEDICI UNLP · 2002
The choice of a search algorithm can play a vital role in the success of a scheduling application. Evolutionary algorithms (EAs) can be used to solve this kind of combinatorial optimization problems. Compared to conventi...
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Natural Products as Sources of New Drugs over the Last 25 Years
Article
Article
David Newman; Gordon M. Cragg · Journal of Natural Products · 2007
This review is an updated and expanded version of two prior reviews that were published in this journal in 1997 and 2003. In the case of all approved agents the time frame has been extended to include the 251/2 years fro...
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Natural Products as Sources of New Drugs over the Nearly Four Decades from 01/1981 to 09/2019
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David Newman; Gordon M. Cragg · Journal of Natural Products · 2020
This review is an updated and expanded version of the five prior reviews that were published in this journal in 1997, 2003, 2007, 2012, and 2016. For all approved therapeutic agents, the time frame has been extended to c...
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Metaheurísticas en ingeniería /
Book
Book
Bautista Valhondo, Joaquín · Dextra · 2020 · ISBN 9788417946449
Subjects / keywords: Metaheuristics; Operations research; Combinatorial optimization; Approximation theory
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Institucional
“Neural” computation of decisions in optimization problems
Article
Article
J. J. Hopfield; David W. Tank · Biological Cybernetics · 1985
Subjects / keywords: Computer science; Travelling salesman problem; Computation; Nonlinear system; Optimization problem; Artificial neural network; Mathematical optimization; Combinatorial optimization; Analog computer; Artificial intelligen...
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An ant system for the maximum independent set problem
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Leguizamón, Guillermo et al · SEDICI UNLP · 2001
Early applications of Ant Colony Optimization (ACO) have been mainly concerned with solving ordering problems (e.g., the Traveling Salesperson Problem). More recently, promising results were obtained for solving the Mult...
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Open Access
Parallel ant system applied to the multiple knapsack problem
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Cena, Marcelo Guillermo et al · SEDICI UNLP · 1998
Interesting real world combinatorial problems are NP-complete and many of them are hard to solve by using traditional methods. However, several heuristic methods have been developed in order to obtain timely suboptimal s...
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Open Access
A functional programming approach to a computational biology problem
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Krasnogor, Natalio et al · SEDICI UNLP · 1997
Protein Folding is an important open problem in the eld of Computational Biology Due to its com binatorial nature exact polynomial algorithms to solve it could not exist and so approximation algorithms and heurist...
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Open Access
Ant colony system: a cooperative learning approach to the traveling salesman problem
Article
Article
Marco Dorigo; Luca Maria Gambardella · IEEE Transactions on Evolutionary Computation · 1997
This paper introduces the ant colony system (ACS), a distributed algorithm that is applied to the traveling salesman problem (TSP). In the ACS, a set of cooperating agents called ants cooperate to find good solutions to ...
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A study of alternative selection mechanisms for multiple cossover per couple in genetic algorithms
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Esquivel, Susana Cecilia et al · SEDICI UNLP · 1998
Multiple crossover per couple (MCPC) is a newly introduced crossover method which in contrast with the single crossover per couple approach (SCPC), permits more than one crossover operation for each mating pair. MCPC was...
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Open Access
The ant colony metaphor for multiple knapsack problem
Article
Article
Cena, Marcelo Guillermo et al · SEDICI UNLP · 2000
This paper presents an Ant Colony Optimisation (ACO) model for the Multiple Knapsack Problem (MKP). The ACO algorithms, as well as other evolutionary metaphors, are being applied successfully to diverse heavily constrain...
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Open Access
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