[Algorithm] ๐Ÿ’ณ๋ฐฑ์ค€ 11052 ์นด๋“œ ๊ตฌ๋งคํ•˜๊ธฐ

HaJingJingยท2021๋…„ 6์›” 25์ผ
0

Algorithm

๋ชฉ๋ก ๋ณด๊ธฐ
80/119

0. ๋ฌธ์ œ

์š”์ฆ˜ ๋ฏผ๊ทœ๋„ค ๋™๋„ค์—์„œ๋Š” ์Šคํƒ€ํŠธ๋งํฌ์—์„œ ๋งŒ๋“  PS์นด๋“œ๋ฅผ ๋ชจ์œผ๋Š” ๊ฒƒ์ด ์œ ํ–‰์ด๋‹ค.

PS์นด๋“œ๋Š” PS(Problem Solving)๋ถ„์•ผ์—์„œ ์œ ๋ช…ํ•œ ์‚ฌ๋žŒ๋“ค์˜ ์•„์ด๋””์™€ ์–ผ๊ตด์ด ์ ํ˜€์žˆ๋Š” ์นด๋“œ์ด๋‹ค. ๊ฐ๊ฐ์˜ ์นด๋“œ์—๋Š” ๋“ฑ๊ธ‰์„ ๋‚˜ํƒ€๋‚ด๋Š” ์ƒ‰์ด ์น ํ•ด์ ธ ์žˆ๊ณ , ๋‹ค์Œ๊ณผ ๊ฐ™์ด 8๊ฐ€์ง€๊ฐ€ ์žˆ๋‹ค.

์ „์„ค์นด๋“œ
๋ ˆ๋“œ์นด๋“œ
์˜ค๋ Œ์ง€์นด๋“œ
ํผํ”Œ์นด๋“œ
๋ธ”๋ฃจ์นด๋“œ
์ฒญ๋ก์นด๋“œ
๊ทธ๋ฆฐ์นด๋“œ
๊ทธ๋ ˆ์ด์นด๋“œ

์นด๋“œ๋Š” ์นด๋“œํŒฉ์˜ ํ˜•ํƒœ๋กœ๋งŒ ๊ตฌ๋งคํ•  ์ˆ˜ ์žˆ๊ณ , ์นด๋“œํŒฉ์˜ ์ข…๋ฅ˜๋Š” ์นด๋“œ 1๊ฐœ๊ฐ€ ํฌํ•จ๋œ ์นด๋“œํŒฉ, ์นด๋“œ 2๊ฐœ๊ฐ€ ํฌํ•จ๋œ ์นด๋“œํŒฉ, ... ์นด๋“œ N๊ฐœ๊ฐ€ ํฌํ•จ๋œ ์นด๋“œํŒฉ๊ณผ ๊ฐ™์ด ์ด N๊ฐ€์ง€๊ฐ€ ์กด์žฌํ•œ๋‹ค.

๋ฏผ๊ทœ๋Š” ์นด๋“œ์˜ ๊ฐœ์ˆ˜๊ฐ€ ์ ์€ ํŒฉ์ด๋”๋ผ๋„ ๊ฐ€๊ฒฉ์ด ๋น„์‹ธ๋ฉด ๋†’์€ ๋“ฑ๊ธ‰์˜ ์นด๋“œ๊ฐ€ ๋งŽ์ด ๋“ค์–ด์žˆ์„ ๊ฒƒ์ด๋ผ๋Š” ๋ฏธ์‹ ์„ ๋ฏฟ๊ณ  ์žˆ๋‹ค. ๋”ฐ๋ผ์„œ, ๋ฏผ๊ทœ๋Š” ๋ˆ์„ ์ตœ๋Œ€ํ•œ ๋งŽ์ด ์ง€๋ถˆํ•ด์„œ ์นด๋“œ N๊ฐœ ๊ตฌ๋งคํ•˜๋ ค๊ณ  ํ•œ๋‹ค. ์นด๋“œ๊ฐ€ i๊ฐœ ํฌํ•จ๋œ ์นด๋“œํŒฉ์˜ ๊ฐ€๊ฒฉ์€ Pi์›์ด๋‹ค.

์˜ˆ๋ฅผ ๋“ค์–ด, ์นด๋“œํŒฉ์ด ์ด 4๊ฐ€์ง€ ์ข…๋ฅ˜๊ฐ€ ์žˆ๊ณ , P1 = 1, P2 = 5, P3 = 6, P4 = 7์ธ ๊ฒฝ์šฐ์— ๋ฏผ๊ทœ๊ฐ€ ์นด๋“œ 4๊ฐœ๋ฅผ ๊ฐ–๊ธฐ ์œ„ํ•ด ์ง€๋ถˆํ•ด์•ผ ํ•˜๋Š” ๊ธˆ์•ก์˜ ์ตœ๋Œ“๊ฐ’์€ 10์›์ด๋‹ค. 2๊ฐœ ๋“ค์–ด์žˆ๋Š” ์นด๋“œํŒฉ์„ 2๋ฒˆ ์‚ฌ๋ฉด ๋œ๋‹ค.

P1 = 5, P2 = 2, P3 = 8, P4 = 10์ธ ๊ฒฝ์šฐ์—๋Š” ์นด๋“œ๊ฐ€ 1๊ฐœ ๋“ค์–ด์žˆ๋Š” ์นด๋“œํŒฉ์„ 4๋ฒˆ ์‚ฌ๋ฉด 20์›์ด๊ณ , ์ด ๊ฒฝ์šฐ๊ฐ€ ๋ฏผ๊ทœ๊ฐ€ ์ง€๋ถˆํ•ด์•ผ ํ•˜๋Š” ๊ธˆ์•ก์˜ ์ตœ๋Œ“๊ฐ’์ด๋‹ค.

๋งˆ์ง€๋ง‰์œผ๋กœ, P1 = 3, P2 = 5, P3 = 15, P4 = 16์ธ ๊ฒฝ์šฐ์—๋Š” 3๊ฐœ ๋“ค์–ด์žˆ๋Š” ์นด๋“œํŒฉ๊ณผ 1๊ฐœ ๋“ค์–ด์žˆ๋Š” ์นด๋“œํŒฉ์„ ๊ตฌ๋งคํ•ด 18์›์„ ์ง€๋ถˆํ•˜๋Š” ๊ฒƒ์ด ์ตœ๋Œ“๊ฐ’์ด๋‹ค.

์นด๋“œ ํŒฉ์˜ ๊ฐ€๊ฒฉ์ด ์ฃผ์–ด์กŒ์„ ๋•Œ, N๊ฐœ์˜ ์นด๋“œ๋ฅผ ๊ตฌ๋งคํ•˜๊ธฐ ์œ„ํ•ด ๋ฏผ๊ทœ๊ฐ€ ์ง€๋ถˆํ•ด์•ผ ํ•˜๋Š” ๊ธˆ์•ก์˜ ์ตœ๋Œ“๊ฐ’์„ ๊ตฌํ•˜๋Š” ํ”„๋กœ๊ทธ๋žจ์„ ์ž‘์„ฑํ•˜์‹œ์˜ค. N๊ฐœ๋ณด๋‹ค ๋งŽ์€ ๊ฐœ์ˆ˜์˜ ์นด๋“œ๋ฅผ ์‚ฐ ๋‹ค์Œ, ๋‚˜๋จธ์ง€ ์นด๋“œ๋ฅผ ๋ฒ„๋ ค์„œ N๊ฐœ๋ฅผ ๋งŒ๋“œ๋Š” ๊ฒƒ์€ ๋ถˆ๊ฐ€๋Šฅํ•˜๋‹ค. ์ฆ‰, ๊ตฌ๋งคํ•œ ์นด๋“œํŒฉ์— ํฌํ•จ๋˜์–ด ์žˆ๋Š” ์นด๋“œ ๊ฐœ์ˆ˜์˜ ํ•ฉ์€ N๊ณผ ๊ฐ™์•„์•ผ ํ•œ๋‹ค.

์ž…๋ ฅ
์ฒซ์งธ ์ค„์— ๋ฏผ๊ทœ๊ฐ€ ๊ตฌ๋งคํ•˜๋ ค๊ณ  ํ•˜๋Š” ์นด๋“œ์˜ ๊ฐœ์ˆ˜ N์ด ์ฃผ์–ด์ง„๋‹ค. (1 โ‰ค N โ‰ค 1,000)

๋‘˜์งธ ์ค„์—๋Š” Pi๊ฐ€ P1๋ถ€ํ„ฐ PN๊นŒ์ง€ ์ˆœ์„œ๋Œ€๋กœ ์ฃผ์–ด์ง„๋‹ค. (1 โ‰ค Pi โ‰ค 10,000)

์ถœ๋ ฅ
์ฒซ์งธ ์ค„์— ๋ฏผ๊ทœ๊ฐ€ ์นด๋“œ N๊ฐœ๋ฅผ ๊ฐ–๊ธฐ ์œ„ํ•ด ์ง€๋ถˆํ•ด์•ผ ํ•˜๋Š” ๊ธˆ์•ก์˜ ์ตœ๋Œ“๊ฐ’์„ ์ถœ๋ ฅํ•œ๋‹ค.

1. ์•„์ด๋””์–ด

๐Ÿ’ก 1 ~ n๊นŒ์ง€ ์ˆซ์ž๋ฅผ ์ชผ๊ฐœ์„œ dp๋ฅผ ๊ตฌ์„ฑ

ex) ์ˆซ์ž 4๋ฅผ ๊ตฌํ•œ๋‹ค๋ฉด, (1+3, 2+2)๋กœ ์ชผ๊ฐœ์„œ ์ƒ๊ฐํ•˜๊ธฐ
dp[4] = Math.max(dp[1]+dp[3], dp[2]+dp[2])

๐Ÿ’ก ๋งˆ์ง€๋ง‰์— ๋‚ด๊ฐ€ ๊ตฌํ•œ dp๋ž‘ ์ž…๋ ฅ๋ฐ›์€ price ์ค‘ ์ตœ๋Œ€๊ฐ’ ๊ณ ๋ฅด๊ธฐ

2. ํ•ต์‹ฌ ํ’€์ด

  1. 1 ~ n๊นŒ์ง€ ์ˆซ์ž๋ฅผ ์ชผ๊ฐœ์„œ dp๋ฅผ ๊ตฌ์„ฑ && ๋‚ด๊ฐ€ ๊ตฌํ•œ dp๋ž‘ ์ž…๋ ฅ๋ฐ›์€ price ์ค‘ ์ตœ๋Œ€๊ฐ’ ๊ณ ๋ฅด๊ธฐ
for(int i=2; i<n+1; i++) {
	for(int j=1; j<=i/2; j++) {
		dp[i] = Math.max(dp[i], dp[j]+dp[i-j]);
	}
	dp[i] = Math.max(dp[i], price[i]);
}

3. ์ฝ”๋“œ

import java.io.BufferedReader;
import java.io.InputStreamReader;
import java.io.BufferedWriter;
import java.io.OutputStreamWriter;
public class DP_17 {

	public static void main(String[] args) throws Exception {
		BufferedReader br = new BufferedReader(new InputStreamReader(System.in));
		BufferedWriter bw = new BufferedWriter(new OutputStreamWriter(System.out));
		int n = Integer.parseInt(br.readLine());
		
		int[] price = new int[n+1];
		int[] dp = new int[n+1];
		
		String[] s = br.readLine().split(" ");
		
		for(int i=1; i<n+1; i++) {
			price[i] = Integer.parseInt(s[i-1]);
		}
		
		dp[1] = price[1];
		
		for(int i=2; i<n+1; i++) {
			for(int j=1; j<=i/2; j++) {
				dp[i] = Math.max(dp[i], dp[j]+dp[i-j]);
			}
			dp[i] = Math.max(dp[i], price[i]);
		}
		
		bw.write(String.valueOf(dp[n]));
		bw.flush();
		bw.close();
	}

}

4. ๊ฒฐ๊ณผ

์„ฑ๊ณตโœจ

profile
๐ŸŒฑ์ดˆ๋ณด ๊ฐœ๋ฐœ์ž๐ŸŒฑ

0๊ฐœ์˜ ๋Œ“๊ธ€