ELIZA cgi-bash version rev. 1.90
- Medical English LInking keywords finder for the PubMed Zipped Archive (ELIZA) -

return kwic search for compared to out of >500 occurrences
270181 occurrences (No.97 in the rank) during 5 years in the PubMed. [no cache] 500 found
286) The system is tested on a large corpus of 3,968 new instances of 1D bin-packing problems as well as on 1,370 existing problems from the literature; it shows excellent performance in terms of the quality of solutions obtained across the datasets and in adapting to dynamically changing sets of problem instances compared to previous approaches.
--- ABSTRACT ---
PMID:24512321 DOI:10.1162/EVCO_a_00121
2015 Evolutionary computation
* A lifelong learning hyper-heuristic method for bin packing.
- We describe a novel hyper-heuristic system that continuously learns over time to solve a combinatorial optimisation problem. The system continuously generates new heuristics and samples problems from its environment; and representative problems and heuristics are incorporated into a self-sustaining network of interacting entities inspired by methods in artificial immune systems. The network is plastic in both its structure and content, leading to the following properties: it exploits existing knowledge captured in the network to rapidly produce solutions; it can adapt to new problems with widely differing characteristics; and it is capable of generalising over the problem space. The system is tested on a large corpus of 3,968 new instances of 1D bin-packing problems as well as on 1,370 existing problems from the literature; it shows excellent performance in terms of the quality of solutions obtained across the datasets and in adapting to dynamically changing sets of problem instances compared to previous approaches. As the network self-adapts to sustain a minimal repertoire of both problems and heuristics that form a representative map of the problem space, the system is further shown to be computationally efficient and therefore scalable.
--- ABSTRACT END ---
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[frequency of next (right) word to compared to]
(1)105 the (10)6 conventional (19)3 group (28)2 groups
(2)23 those (11)5 controls, (20)3 pure (29)2 its
(3)19 control (12)5 placebo (21)2 TCDD (30)2 long
(4)14 a (13)5 untreated (22)2 age-matched (31)2 non-Hispanic
(5)12 that (14)4 Exo(Normoxic) (23)2 baseline (32)2 non-transgenic
(6)10 controls (15)4 all (24)2 bur-prepared (33)2 people
(7)10 other (16)4 patients (25)2 children (34)2 plain
(8)9 healthy (17)3 an (26)2 controls), (35)2 previous
(9)9 their (18)3 drug (27)2 experimental (36)2 vehicle

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--- WordNet output for compared --- =>前年同期比で(は) Overview of verb compare The verb compare has 4 senses (first 3 from tagged texts) 1. (57) compare -- (examine and note the similarities or differences of; "John compared his haircut to his friend's"; "We compared notes after we had both seen the movie") 2. (12) compare -- (be comparable; "This car does not compare with our line of Mercedes") 3. (9) compare, liken, equate -- (consider or describe as similar, equal, or analogous; "We can compare the Han dynasty to the Romans"; "You cannot equate success in financial matters with greed") 4. compare -- (to form the comparative or superlative form on an adjective or adverb) --- WordNet end ---