我有一个解决方案，但我不知道它有多有效。但它工作得很好，我认为你可以改进它。另一方面，我用JUnit做了几次测试，哪一步正确。我附上了功能和测试：

static public Integer str2Int(String str) {
    Integer result = null;
    if (null == str || 0 == str.length()) {
        return null;
    }
    try {
        result = Integer.parseInt(str);
    } 
    catch (NumberFormatException e) {
        String negativeMode = "";
        if(str.indexOf('-') != -1)
            negativeMode = "-";
        str = str.replaceAll("-", "" );
        if (str.indexOf('.') != -1) {
            str = str.substring(0, str.indexOf('.'));
            if (str.length() == 0) {
                return (Integer)0;
            }
        }
        String strNum = str.replaceAll("[^\\d]", "" );
        if (0 == strNum.length()) {
            return null;
        }
        result = Integer.parseInt(negativeMode + strNum);
    }
    return result;
}

使用JUnit进行测试：

@Test
public void testStr2Int() {
    assertEquals("is numeric", (Integer)(-5), Helper.str2Int("-5"));
    assertEquals("is numeric", (Integer)50, Helper.str2Int("50.00"));
    assertEquals("is numeric", (Integer)20, Helper.str2Int("$ 20.90"));
    assertEquals("is numeric", (Integer)5, Helper.str2Int(" 5.321"));
    assertEquals("is numeric", (Integer)1000, Helper.str2Int("1,000.50"));
    assertEquals("is numeric", (Integer)0, Helper.str2Int("0.50"));
    assertEquals("is numeric", (Integer)0, Helper.str2Int(".50"));
    assertEquals("is numeric", (Integer)0, Helper.str2Int("-.10"));
    assertEquals("is numeric", (Integer)Integer.MAX_VALUE, Helper.str2Int(""+Integer.MAX_VALUE));
    assertEquals("is numeric", (Integer)Integer.MIN_VALUE, Helper.str2Int(""+Integer.MIN_VALUE));
    assertEquals("Not
     is numeric", null, Helper.str2Int("czv.,xcvsa"));
    /**
     * Dynamic test
     */
    for(Integer num = 0; num < 1000; num++) {
        for(int spaces = 1; spaces < 6; spaces++) {
            String numStr = String.format("%0"+spaces+"d", num);
            Integer numNeg = num * -1;
            assertEquals(numStr + ": is numeric", num, Helper.str2Int(numStr));
            assertEquals(numNeg + ": is numeric", numNeg, Helper.str2Int("- " + numStr));
        }
    }
}

使用不同的字符串输入尝试以下代码：

String a = "10";  
String a = "10ssda";  
String a = null; 
String a = "12102";

if(null != a) {
    try {
        int x = Integer.ParseInt(a.trim()); 
        Integer y = Integer.valueOf(a.trim());
        //  It will throw a NumberFormatException in case of invalid string like ("10ssda" or "123 212") so, put this code into try catch
    } catch(NumberFormatException ex) {
        // ex.getMessage();
    }
}

除了前面的答案，我还想添加几个功能。以下是使用时的结果：

public static void main(String[] args) {
  System.out.println(parseIntOrDefault("123", 0)); // 123
  System.out.println(parseIntOrDefault("aaa", 0)); // 0
  System.out.println(parseIntOrDefault("aaa456", 3, 0)); // 456
  System.out.println(parseIntOrDefault("aaa789bbb", 3, 6, 0)); // 789
}

实施：

public static int parseIntOrDefault(String value, int defaultValue) {
  int result = defaultValue;
  try {
    result = Integer.parseInt(value);
  }
  catch (Exception e) {
  }
  return result;
}

public static int parseIntOrDefault(String value, int beginIndex, int defaultValue) {
  int result = defaultValue;
  try {
    String stringValue = value.substring(beginIndex);
    result = Integer.parseInt(stringValue);
  }
  catch (Exception e) {
  }
  return result;
}

public static int parseIntOrDefault(String value, int beginIndex, int endIndex, int defaultValue) {
  int result = defaultValue;
  try {
    String stringValue = value.substring(beginIndex, endIndex);
    result = Integer.parseInt(stringValue);
  }
  catch (Exception e) {
  }
  return result;
}

正如我在GitHub上写的：

public class StringToInteger {
    public static void main(String[] args) {
        assert parseInt("123") == Integer.parseInt("123");
        assert parseInt("-123") == Integer.parseInt("-123");
        assert parseInt("0123") == Integer.parseInt("0123");
        assert parseInt("+123") == Integer.parseInt("+123");
    }

    /**
     * Parse a string to integer
     *
     * @param s the string
     * @return the integer value represented by the argument in decimal.
     * @throws NumberFormatException if the {@code string} does not contain a parsable integer.
     */
    public static int parseInt(String s) {
        if (s == null) {
            throw new NumberFormatException("null");
        }
        boolean isNegative = s.charAt(0) == '-';
        boolean isPositive = s.charAt(0) == '+';
        int number = 0;
        for (int i = isNegative ? 1 : isPositive ? 1 : 0, length = s.length(); i < length; ++i) {
            if (!Character.isDigit(s.charAt(i))) {
                throw new NumberFormatException("s=" + s);
            }
            number = number * 10 + s.charAt(i) - '0';
        }
        return isNegative ? -number : number;
    }
}

每当给定的字符串不包含Integer时，您都必须处理这种特殊情况。遗憾的是，标准的Java方法Integer:：parseInt和Integer:：valueOf抛出一个NumberFormatException来表示这种特殊情况。因此，您必须为流控制使用异常，这通常被认为是错误的编码样式。

在我看来，这种特殊情况应该通过返回一个空的Optional＜Integer＞来处理。由于Java不提供这种方法，我使用以下包装器：

private Optional<Integer> tryParseInteger(String string) {
    try {
        return Optional.of(Integer.valueOf(string));
    } catch (NumberFormatException e) {
        return Optional.empty();
    }
}

示例用法：

// prints "12"
System.out.println(tryParseInteger("12").map(i -> i.toString()).orElse("invalid"));
// prints "-1"
System.out.println(tryParseInteger("-1").map(i -> i.toString()).orElse("invalid"));
// prints "invalid"
System.out.println(tryParseInteger("ab").map(i -> i.toString()).orElse("invalid"));

虽然这仍然在内部使用流控制的异常，但使用代码变得非常干净。此外，您可以清楚地区分-1被解析为有效值的情况和无法解析无效字符串的情况。

自定义算法：

public static int toInt(String value) {
  int output = 0;
  boolean isFirstCharacter = true;
  boolean isNegativeNumber = false;
  byte bytes[] = value.getBytes();
  for (int i = 0; i < bytes.length; i++) {
    char c = (char) bytes[i];
    if (!Character.isDigit(c)) {
      isNegativeNumber = (c == '-');
      if (!(isFirstCharacter && (isNegativeNumber || c == '+'))) {
        throw new NumberFormatException("For input string \"" + value + "\"");
      }
    } else {
      int number = Character.getNumericValue(c);
      output = output * 10 + number;
    }
    isFirstCharacter = false;
  }
  if (isNegativeNumber)
    output *= -1;
  return output;
}

另一种解决方案：

（使用string charAt方法，而不是将字符串转换为字节数组）

public static int toInt(String value) {
  int output = 0;
  boolean isFirstCharacter = true;
  boolean isNegativeNumber = false;
  for (int i = 0; i < value.length(); i++) {
    char c = value.charAt(i);
    if (!Character.isDigit(c)) {
      isNegativeNumber = (c == '-');
      if (!(isFirstCharacter && (isNegativeNumber || c == '+'))) {
        throw new NumberFormatException("For input string \"" + value + "\"");
      }
    } else {
      int number = Character.getNumericValue(c);
      output = output * 10 + number;
    }
    isFirstCharacter = false;
  }
  if (isNegativeNumber)
    output *= -1;
  return output;
}

示例：

int number1 = toInt("20");
int number2 = toInt("-20");
int number3 = toInt("+20");
System.out.println("Numbers = " + number1 + ", " + number2 + ", " + number3);

try {
  toInt("20 Hadi");
} catch (NumberFormatException e) {
  System.out.println("Error: " + e.getMessage());
}