Automated design of production scheduling heuristics: A review
Hyper-heuristics have recently emerged as a powerful approach to automate the design of
heuristics for a number of different problems. Production scheduling is a particularly popular …
heuristics for a number of different problems. Production scheduling is a particularly popular …
Hyper-heuristics: A survey of the state of the art
Hyper-heuristics comprise a set of approaches that are motivated (at least in part) by the
goal of automating the design of heuristic methods to solve hard computational search …
goal of automating the design of heuristic methods to solve hard computational search …
Mathematical discoveries from program search with large language models
Large language models (LLMs) have demonstrated tremendous capabilities in solving
complex tasks, from quantitative reasoning to understanding natural language. However …
complex tasks, from quantitative reasoning to understanding natural language. However …
A study of ant-based pheromone spaces for generation constructive hyper-heuristics
E Singh, N Pillay - Swarm and Evolutionary Computation, 2022 - Elsevier
Research into the applicability of ant-based optimisation techniques for hyper-heuristics is
largely limited. This paper expands upon the existing body of research by presenting a novel …
largely limited. This paper expands upon the existing body of research by presenting a novel …
A classification of hyper-heuristic approaches: revisited
Hyper-heuristics comprise a set of approaches that aim to automate the development of
computational search methodologies. This chapter overviews previous categorisations of …
computational search methodologies. This chapter overviews previous categorisations of …
Riccardo Poli, William B. Langdon, Nicholas F. McPhee: A Field Guide to Genetic Programming: Lulu. com, 2008, 250 pp, ISBN 978-1-4092-0073-4
M O'Neill - 2009 - Springer
The latest book on Genetic Programming, Poli, Langdon and McPhee's (with contributions
from John R. Koza) A Field Guide to Genetic Programming represents an exciting landmark …
from John R. Koza) A Field Guide to Genetic Programming represents an exciting landmark …
Genetic programming for production scheduling: a survey with a unified framework
Genetic programming has been a powerful technique for automated design of production
scheduling heuristics. Many studies have shown that heuristics evolved by genetic …
scheduling heuristics. Many studies have shown that heuristics evolved by genetic …
A classification of hyper-heuristic approaches
The current state of the art in hyper-heuristic research comprises a set of approaches that
share the common goal of automating the design and adaptation of heuristic methods to …
share the common goal of automating the design and adaptation of heuristic methods to …
Exploring hyper-heuristic methodologies with genetic programming
Hyper-heuristics represent a novel search methodology that is motivated by the goal of
automating the process of selecting or combining simpler heuristics in order to solve hard …
automating the process of selecting or combining simpler heuristics in order to solve hard …